Data Sources & Integrations - AllMind Data Sources

AllMind licenses 6,800+ premium datasets from 100+ providers and partners and joins them with public and customer-owned data in a single research workspace. The coverage includes public markets and regulatory filings, private markets, sell-side and independent research, company documents, live events, licensed vendor feeds, alternative datasets, and your firm’s own files and systems. The two figures measure different things: 6,800+ is the number of premium datasets, while 100+ is the number of provider and partner relationships. One provider can contribute multiple datasets, and exact datasets, fields, history, geography, and redistribution rights vary by package and entitlement. These data are not simply pooled together. Each dataset and document is resolved onto AllMind’s ontology—one model of the market and of your firm’s research—so a company named in a filing, an earnings call, a broker note, and your own memo is a single entity rather than four unrelated mentions. That is what lets one plain-language question draw across all of it, with every figure cited back to the document or dataset it came from, whether you are working in the assistant, a report, a grid, or an automation. Coverage spans 18 markets across North America and Europe, more than 40 exchange and venue feeds, and 72+ data categories, with Asia, Africa, and LATAM on the roadmap.

The providers, datasets, and venues named on this page are representative examples rather than an exhaustive inventory. AllMind does not publicly name every provider or dataset it licenses, and many datasets are derived and built internally. Availability varies by dataset, package, entitlement, geography, licensing, market-data permissions, and customer agreement. For questions about specific coverage, contact support@allmind.ai.

Coverage at a glance

Institutional financial data: licensed S&P Global and Capital IQ data, including Capital IQ index data; FactSet fundamentals and Revere relationships; LSEG I/B/E/S estimates and private-markets data; MSCI ESG data; and exchange data including CME.
Modelling inputs: reported actuals, company guidance and guidance histories, operating KPIs and segment detail, consensus and analyst estimates, and broker models, alongside downloadable prebuilt company models for full financial modelling.
Companies and transactions: public- and private-company profiles and financials, ownership and holdings, supply chains, M&A and deal records, and private-equity and venture-capital financing rounds.
Research and events: included After Market Research, entitlement-enabled real-time broker research, sell-side research through BlueMatrixLive, Third Bridge Expert Insights, Aiera live earnings calls, Quartr investor-relations content, filings, news, and company events.
Alternative and sector data: consumer, healthcare, technology, trade, shipping, energy, mining, agriculture, real-estate, weather, and other specialized datasets.
Your firm’s data: research-management systems, documents, portfolios, warehouses, lakehouses, cloud storage, databases, and internal APIs connected under the customer’s permissions, through integrations with platforms such as Visible Alpha, Arcana Analytics, SS&C Eze, and ECI.

Regional coverage

Region	Status	Coverage
United States	Current	US equities, SEC filings, US options, US market venues, macro data, broker research, and company documents.
Canada	Current	Includes TSX coverage, partial TSXV coverage, SEDAR+ filings, and Canadian macro/statistical data.
United Kingdom	Current	London Stock Exchange coverage, company disclosures, research, macro and policy data, legislation, healthcare, and energy-grid data.
France	Current	Euronext Paris coverage, company and regulatory data, official statistics, macro data, and corporate registries.
Switzerland	Current	Company and research coverage plus Swiss monetary, economic, regulatory, and market data.
Italy	Current	Borsa Italiana coverage, company and regulatory data, official statistics, macro data, and European public records.
Germany	Current	Frankfurt, Xetra, and Tradegate coverage plus company data, Bundesbank, Destatis, regulatory, energy, and transport data.
Netherlands	Current	Euronext Amsterdam, Nxchange, and NPEX coverage plus company, macroeconomic, monetary, and public-sector data.
Belgium	Current	Euronext Brussels coverage plus company, regulatory, macroeconomic, and European public-sector data.
Ireland	Current	Euronext Dublin coverage plus company, regulatory, macroeconomic, and European public-sector data.
Portugal	Current	Euronext Lisbon coverage plus company, regulatory, macroeconomic, and European public-sector data.
Greece	Current	Euronext Athens coverage plus company, regulatory, macroeconomic, and European public-sector data.
Spain	Current	Barcelona, Bilbao, Madrid, Valencia, and MEFF coverage plus company, macroeconomic, energy, and public-sector data.
Denmark	Current	Nasdaq Copenhagen coverage plus company, regulatory, macroeconomic, and Nordic public-sector data.
Sweden	Current	Nasdaq Stockholm coverage plus Sveriges Riksbank, Statistics Sweden, company, and regulatory data.
Finland	Current	Nasdaq Helsinki coverage plus Statistics Finland, company, macroeconomic, and European public-sector data.
Iceland	Current	Nasdaq Iceland coverage plus company, regulatory, market, and European public-sector data.
Norway	Current	Oslo Stock Exchange coverage plus Norges Bank, company, monetary, and macroeconomic data.
Asia	Roadmap	Planned regional expansion.
Africa	Roadmap	Planned regional expansion.
LATAM	Roadmap	Planned regional expansion across Latin America.

Coverage by sector

The same coverage viewed by research vertical, the way sector teams are organized. Each entry draws only on sources named elsewhere on this page.

Sector	Representative coverage
Macro, rates, and policy	Central-bank series from the Federal Reserve (FRED), the ECB, the Bank of England, the Bundesbank, and the Bank of Canada; US Treasury debt and auctions; IMF, World Bank, and OECD cross-country data; a global economic-release calendar; and prediction-market probabilities for policy outcomes.
Financials and insurance	FDIC data on every US bank, FFIEC bank-holding-company filings, EBA, ESMA, and EIOPA registers and statistics, CFTC futures positioning, DBRS credit and ratings coverage, and Solvency II insurer data.
Energy, utilities, and commodities	EIA US energy statistics, IEA reports, European and UK grid generation, demand, and day-ahead prices, energy futures across NYMEX, ICE, and EEX, and standardized global commodity prices.
Basic materials and agriculture	Global commodity prices, US mine-safety production data (MSHA), agricultural and raw-material trade through customs records, and daily weather series recorded since 1981.
Consumer and leisure	Card and point-of-sale spending panels, receipts, e-commerce and marketplace sales, foot traffic, restaurant menu data, state gaming revenue, and box-office, ticketing, and streaming data.
Health care and life sciences	EMA medicine evaluations and shortages, ClinicalTrials.gov trial pipelines, NHS prescribing activity, US medical and pharmacy claims, Medicare utilization with commercial price transparency, and biomedical literature and grants.
Industrials, transport, and trade	Global trade flows and bills of lading, maritime vessel and port-call data, Port of Los Angeles container traffic, government contract awards across 19 countries, US and German vehicle registrations, and US transportation locations.
Technology, media, and telecom	US patent filings, technology deployments across 28 million company websites, SaaS spend benchmarking, app and web engagement, digital advertising, Taiwan-listed companies’ monthly revenue, and music, streaming, and box-office media data.
Real estate and housing	US residential building permits from zip code to national level, foot traffic and point-of-interest data for physical footprints, and property, mortgage, and construction indicators across covered macro sources.
ESG and climate	MSCI ESG ratings, climate, and controversy data, LSEG ESG metrics, European Environment Agency air-quality and industrial-emissions data, and GB grid carbon intensity.

Public data and documents

Source	Coverage
SEC filings	US regulatory filings and EDGAR documents, including annual, quarterly, current, proxy, ownership, and registration filings.
SEDAR+ filings	Canadian regulatory filings, issuer disclosures, annual filings, MD&A, circulars, and material change reports.
Global filings	International regulatory filings and company disclosures across supported markets.
Fund manager documents	Manager-published fund and ETF factsheets, KIIDs, prospectuses, annual and semiannual reports, holdings files, fund letters, and product pages from firms such as PIMCO and BlackRock, searchable by manager and associated ticker.
FRED	US macroeconomic and market time series, including rates, GDP, inflation, employment, and monetary data.
US Treasury	US federal debt and auction data, including issuance and financing series.
US Energy Information Administration (EIA)	US energy statistics covering production, consumption, inventories, and prices.
FDIC	Data on every US bank, including institution profiles, financials, and banking-sector statistics.
CFTC	Commitments-of-Traders reports with futures positioning across trader categories.
USPTO	US patent filings, with assignments, classifications, and citation activity for innovation research.
Stats Canada	Canadian macroeconomic, demographic, labor, trade, and statistical datasets.
Bank of Canada	Canadian policy rates, interest-rate series, and foreign-exchange data.
European Central Bank (ECB)	Official euro-area series from the ECB Data Portal, including policy rates, €STR, HICP inflation, yield curves, money and credit aggregates, lending rates, foreign exchange, GDP, and unemployment.
Bank of England	Official UK time series from the Bank of England Interactive Statistical Database, including Bank Rate, SONIA, and other monetary and financial indicators.
Deutsche Bundesbank	German banking, lending, payments, securities, funds, insurance, pensions, property, exchange-rate, and macro-financial statistics.
Swiss and Nordic central banks	Official series from the Swiss National Bank, Sveriges Riksbank, and Norges Bank covering policy rates, foreign exchange, banking, payments, yields, and national financial statistics.
Eurostat	EU and country-level official statistics covering inflation, GDP, labor, producer prices, external trade, industry, agriculture, population, energy, and thousands of other datasets.
European national statistics offices	Searchable official tables and time series from Destatis, CBS StatLine, Statistics Finland, Statistics Sweden, and Ireland’s CSO PxStat.
UK ONS / Nomis	Approximately 15,000 UK labor-market series, including employment, claimant counts, earnings, vacancies, workforce jobs, and local-area indicators.
OECD, IMF, BIS, and ILOSTAT	Cross-country economic, fiscal, financial, banking, labor, price, industrial, trade, and forecast datasets for European and global comparison.
World Bank	Global development indicators and cross-country economic data.
Economic-release calendar	Global economic releases with consensus, prior, and actual figures.
EBA EUCLID public registers	EEA credit institutions and branches, deposit-guarantee-scheme membership, and PSD2 payment and e-money institutions, AISPs, agents, services, and passporting records.
ESMA public registers	FIRDS instrument reference data, trading suspensions and removals, MiFID entities and venues, investment firms, regulatory sanctions, and benchmark administrators.
EIOPA insurance statistics	Solvency II data for European solo and group insurers, including balance sheets, own funds, solvency coverage, premiums, claims, and expenses.
EUR-Lex and EU Cellar	EU directives, regulations, and decisions with CELEX metadata, legal-text excerpts, EuroVoc topics, and amendment, repeal, and related-act relationships.
UK legislation.gov.uk	UK Public General Acts, statutory instruments, and Scottish, Welsh, and Northern Irish legislation with searchable titles and official document metadata.
TED (Tenders Electronic Daily)	EU procurement notices and awards with buyers, countries, CPV classifications, values, winners, deadlines, and publication documents.
INSEE Sirene registry	French legal units and establishments with SIREN and SIRET identifiers, operating status, industry, locations, employee bands, and legal or company categories.
GLEIF LEI Registry	Global legal-entity identifiers, entity metadata, jurisdictions, registration status, and direct or ultimate ownership relationships.
EU and UK financial sanctions lists	Public EU Consolidated and UK OFSI designations, aliases, regimes, countries, listing dates, and related screening metadata.
European Medicines Agency (EMA)	Medicine evaluations, authorizations, regulatory decisions, shortages, orphan designations, active substances, and approval status.
NHS Business Services Authority	Monthly English prescribing activity with items, quantities, and costs by substance and Integrated Care Board.
ClinicalTrials.gov	Trial registrations, phases, sponsors, status, and results for clinical-stage and biotech pipeline research.
Biomedical and scholarly research	Biomedical literature, research grants, drug-safety reports, genetics, proteins, and clinical-target data from official scientific datasets, plus academic publications searchable by meaning, institution, recency, and citation count.
European Environment Agency	European air-quality monitoring and E-PRTR industrial-facility pollutant releases, including locations, operators, activities, pollutants, and reporting history.
European and UK power-system data	Public grid data from GB Carbon Intensity, Elexon/BMRS, Fraunhofer Energy-Charts, and Red Eléctrica de España covering generation, demand, balancing, carbon intensity, and day-ahead prices.
Sector and industry statistics	Official sector series including German vehicle registrations, Taiwan-listed companies’ monthly revenue, Pennsylvania gaming revenue, and Port of Los Angeles container traffic.
Prediction markets	Kalshi and Polymarket market-implied probabilities for elections, regulatory events, geopolitical outcomes, and other catalysts.
Live global news	Live financial news, corporate headlines, macro updates, and market-moving developments from thousands of trusted news sources worldwide; representative outlets are listed under News providers.

Data providers

Financial data vendors

Provider	Data available through AllMind	Availability
FactSet	Fundamentals, company and regulatory data, SEC and SEDAR+ filings, and FactSet Revere supplier, customer, competitor, and other corporate relationships.	Included in platform.
S&P Global / Capital IQ	Licensed Capital IQ index data, estimates, processed earnings calls, industry data, and company intelligence.	Included in platform.
LSEG / Refinitiv	I/B/E/S estimates, analyst revisions, upgrades and downgrades, ESG metrics, news, market data, M&A and deal records, PE and VC financing rounds, and public- and private-company profiles and financials.	Included in platform.
Databento	Live and historical US equities across major exchanges and ATSs; all US equity options through OPRA; and futures, spreads, and options on futures across supported CME, CBOT, NYMEX, COMEX, ICE, CFE, Eurex, and EEX venues, including tick data, order books, market depth, OHLCV, statistics, and instrument definitions.	Available by package, venue licensing, and market-data entitlement.
MSCI / MSCI ESG	ESG ratings, sustainability analytics, climate data, governance data, and controversy indicators.	Included in platform.
Aiera	Live earnings calls, real-time transcripts, historical transcripts, and event coverage.	Included in platform.
Quartr	Investor presentations, company event materials, and IR content.	Included in platform.
BlueMatrix	Sell-side research reports and associated metadata through BlueMatrixLive’s centralized research feed.	Available by integration scope, licensed content, and applicable broker entitlements.
Third Bridge	Expert Insights, expert-call content, and a searchable library of more than 100,000 expert-interview transcripts.	Available in platform; access varies by package and content rights.
AllMind	Standardized fundamentals, ratios, derived metrics, and normalized research-ready datasets, plus downloadable prebuilt company models, guidance histories, and earnings historicals.	Available in platform.
DBRS	Credit and ratings coverage.	Available by package and entitlement.

Named providers identify data available through AllMind; the list is not exhaustive, and AllMind does not name or explicitly state every provider it licenses or partners with. Naming a provider does not imply that every product, field, or historical series sold by that provider is included in every customer package. Coverage depends on the licensed dataset, geography, package, and applicable data entitlements.

Exchange groups and market operators

AllMind’s market-data coverage is built on feeds from the exchange groups and market operators behind the venues listed under Market data and exchanges. Representative operators include:

Provider	Data available through AllMind	Availability
CME Group	Futures, spreads, and options on futures across CME, CBOT, NYMEX, and COMEX, including tick data, order books, and instrument definitions.	Available by package, venue licensing, and market-data entitlement.
Intercontinental Exchange (ICE)	Commodity and financial futures and options across ICE Futures Europe, ICE Endex, ICE Futures U.S., ICE Futures Canada, and ICE Futures Abu Dhabi.	Available by package, venue licensing, and market-data entitlement.
NYSE Group	NYSE, NYSE Arca, NYSE American, NYSE Texas, and NYSE National equity market data and order book coverage.	Available by package, venue licensing, and market-data entitlement.
Nasdaq	US equity feeds including TotalView-ITCH, Nasdaq Basic with NLS Plus, BX, and PSX, plus the Nasdaq Nordic exchanges in Copenhagen, Stockholm, Helsinki, and Reykjavík.	Available by package, venue licensing, and market-data entitlement.
Cboe Global Markets	US equity depth-of-book feeds across Cboe BZX, BYX, EDGA, and EDGX, plus Cboe Futures Exchange (CFE) futures.	Available by package, venue licensing, and market-data entitlement.
Euronext	Equity venue coverage across Amsterdam, Athens, Brussels, Dublin, Lisbon, Milan (Borsa Italiana), Oslo, and Paris.	Available by package, venue licensing, and market-data entitlement.
Deutsche Börse Group	Frankfurt and Xetra equity coverage, Eurex futures and options, and European Energy Exchange (EEX) energy and environmental markets.	Available by package, venue licensing, and market-data entitlement.
TMX Group	TSX coverage and partial TSXV coverage for Canadian equities.	Available by market-data permission.
OPRA	Consolidated US listed-options data through the Options Price Reporting Authority.	Available by package and market-data entitlement.

Official and public-sector sources

Much of the macro, regulatory, statistical, and healthcare coverage on this page comes directly from official and public-sector institutions rather than commercial vendors — including the US Securities and Exchange Commission, the Federal Reserve Bank of St. Louis (FRED), the European Central Bank, the Bank of England, the Deutsche Bundesbank, Eurostat (the Statistical Office of the European Union), Statistics Canada, the OECD, the IMF, the European Medicines Agency, and GLEIF. The Public data and documents table lists these sources and their coverage in more detail.

Research sources

Broker research is available through two access models: After Market Research is included by default on a broker-specific delay, while reports at publication time require the firm’s broker entitlements. The entitlement requirement for real-time reports does not make broker research as a whole an entitlement-only data class. BlueMatrix provides investment-research authoring, publishing, and distribution infrastructure. Its BlueMatrixLive service brings sell-side reports into a single research feed with standardized metadata and broker entitlement controls. Coverage through AllMind depends on the connected providers, licensed content, and your firm’s access rights.

Source	Coverage	Access model
Broker research	Sell-side and independent research reports from major banks, boutique firms, and sector specialists	Available as After Market Research (AMR) by default, or real-time with broker entitlements.
After Market Research (AMR)	Embargoed broker reports after initial publication	Included in the platform by default; no customer broker entitlements required. The delay varies by broker and report; representative broker-specific ranges appear below.
Real-time broker research	Broker reports as published	Requires broker entitlements; AllMind can help facilitate access through existing or new broker relationships.
Open Access research	Research from brokers that do not require formal entitlements	Availability varies by provider.
Credit research	Credit-focused research and ratings coverage	Availability varies by provider and package.

Example AMR broker coverage

AllMind supports research coverage from large global banks, regional brokers, independent research providers, and other broker contributors. The examples below are a subset of brokers available in the platform, not a complete list.

Broker or provider	Historical embargo period
Argus Research Company	2-4 business days
Bank of America	2-5 business days
BMO Capital Markets	2-4 business days
Barclays	Available; varies
CIBC Capital Markets	2-8 business days
Commerzbank AG	1-4 business days
Desjardins Equity Research	3-7 business days
Deutsche Bank Research	3-7 business days
Edison Investment Research	0-4 business days
GlobalData Research	1-3 business days
Guggenheim Partners	2-4 business days
Huatai Research	3-7 business days
Intro-act / Partner Cap Securities	3-5 business days
JPMorgan	3-7 business days
Morgan Stanley Research	3-7 business days
Oppenheimer & Co Research	2-4 business days
Raymond James	3-9 business days
RBC Capital Markets	3-6 business days
Scotiabank Global Equity Research	2-4 business days
TD Securities	3-6 business days
UBS	2-5 business days
Wolfe Research	Varies by entitlement and availability
William Blair	1-5 business days
Zacks Research	0-2 business days

AllMind also supports independent research coverage across Canada, Australia, the United Kingdom, and the United States, with particular depth for small-cap and mid-cap companies.

Financial modelling data

AllMind carries the inputs a complete company model needs — reported actuals, company guidance, operating KPIs, consensus and analyst estimates, and broker models — so historicals, drivers, and forward assumptions can be built and updated in one place.

Component	Coverage
Reported actuals	Standardized and as-reported income statements, balance sheets, and cash flows, with ratios, valuation multiples, and management-defined adjusted (non-GAAP) metrics.
Company guidance	Management guidance as reported, with guidance histories for tracking revisions from quarter to quarter.
Operating KPIs and segments	Published company KPIs — subscriber counts, assets under management, store counts, and other operating metrics — alongside revenue and profitability broken out by business line and geography.
Consensus and analyst estimates	LSEG I/B/E/S consensus and individual analyst estimates, revision history, surprises, price targets, and rating changes.
Broker models	Sell-side financial models and analyst-model line items, available through broker relationships, entitlements, and connected estimate platforms such as Visible Alpha.
Prebuilt company models	Downloadable Excel company models, guidance histories, and earnings historicals, searchable by company or ticker.

Together these inputs support full financial modelling — restated historicals, guidance- and driver-based forecasts, and DCF, LBO, and trading-comps work — in the research workspace or as downloadable Excel models. For firms that run their own estimate, portfolio, and investment platforms, modelling workflows also connect to those systems — Visible Alpha for analyst-model line items and broker-contributed forecasts, Arcana Analytics for portfolio risk and factor analytics, SS&C Eze for portfolio, order, and operational data, and ECI for the managed cloud and data infrastructure used by regulated investment firms. See Enterprise integrations for the full list.

News providers

AllMind’s live news coverage draws on thousands of sources worldwide, spanning financial news, global newswires, corporate press-release wires, and specialist trade publications. The outlets below are representative examples of the coverage available through the platform.

#	Source	Type	Particularly useful for
1	Bloomberg	Financial news	Markets, companies, macro, breaking news
2	Reuters	Newswire	Breaking corporate, markets, macro, geopolitics
3	Financial Times	Financial news	Global finance, companies, policy, M&A
4	The Wall Street Journal	Financial news	Companies, markets, deals, US business
5	CNBC	Financial news	Markets, companies, interviews, breaking news
6	Barron’s	Investment news	Stocks, investment ideas, portfolio commentary
7	MarketWatch	Financial news	Markets, companies, retail/investor news
8	Yahoo Finance	Financial aggregator	Company news, market news, syndicated releases
9	The Economist	Business/macro	Macro, geopolitics, economics, industries
10	Fortune	Business news	Corporates, CEOs, technology, finance
11	Forbes	Business news	Companies, wealth, markets, entrepreneurship
12	Business Insider	Business news	Finance, Wall Street, technology
13	Investor’s Business Daily	Investment news	Equities, earnings, technical/market coverage
14	Benzinga	Market news	Fast-moving equities, earnings, catalysts
15	Morningstar	Investment research	Funds, equities, asset management
16	Associated Press (AP)	Global newswire	Breaking global/business news
17	Agence France-Presse (AFP)	Global newswire	International news and geopolitics
18	BBC News / BBC Business	Global news	Macro, companies, politics, global developments
19	Al Jazeera	Global news	Middle East, energy, geopolitics, emerging markets
20	CNN Business	Business news	US/global companies and economics
21	Nikkei Asia	Financial news	Japan, China, Asia-Pacific corporates
22	South China Morning Post	Global/business news	China/Hong Kong, policy, business
23	The Guardian Business	Global news	UK, economics, companies
24	The Globe and Mail / Report on Business	Financial news	Canada, Canadian equities, economy
25	Financial Post	Financial news	Canadian companies, markets, energy
26	PR Newswire	Corporate newswire	Press releases, earnings, M&A, corporate events
27	Business Wire	Corporate newswire	Public-company releases and disclosures
28	GlobeNewswire	Corporate newswire	Public-company releases, especially small/mid-cap
29	ACCESS Newswire	Corporate newswire	IR, corporate releases, public companies
30	Cision	PR/news platform	PR Newswire plus media monitoring and distribution
31	Newsfile	Corporate newswire	Canadian/public-company releases
32	EIN Presswire	Press-release wire	Broad corporate/industry announcements
33	Newswire.com	Press-release wire	Company announcements
34	PRWeb	Press-release wire	Corporate/product announcements
35	News Direct	Corporate newswire	Corporate communications and IR
36	S&P Global Market Intelligence	Institutional finance	Companies, sectors, transactions, credit
37	Mergermarket	M&A intelligence	M&A rumors, processes, deal intelligence
38	PitchBook News	Private markets	PE, VC, private companies, fundraising
39	Institutional Investor	Institutional finance	Asset managers, hedge funds, pensions
40	Pensions & Investments	Institutional finance	Asset management, pensions, institutional flows
41	Private Equity International	Private markets	PE firms, fundraising, LPs
42	PE Hub	Private markets	Private equity and M&A
43	Buyouts	Private markets	PE transactions, firms and fundraising
44	American Banker	Banking	Banks, fintech, regulation
45	Risk.net	Institutional finance	Derivatives, risk, regulation, quant finance
46	The Information	Technology/business	Tech companies, private markets, AI
47	TechCrunch	Technology/business	Startups, VC, technology transactions
48	Axios	Business/politics	Deals, policy, technology, finance
49	Semafor	Global/business news	Finance, technology, politics
50	WIRED	Technology news	Technology, AI, science, digital culture

Named outlets illustrate the breadth of news coverage available through AllMind and are representative rather than exhaustive — AllMind does not name every news source it carries. Availability of specific outlets, articles, and full text varies by source, licensing, and package.

Alternative and niche datasets

AllMind also brings in specialized datasets and premium knowledge sources that complement traditional market data and broker research.

Source	Coverage
Carbon Arc	Alternative data and differentiated company, industry, and market signals. See Alternative data for the full catalog.
IEA reports	Energy market reports, outlooks, supply-demand data, and policy analysis.
Industry trend reports	Sector reports, thematic research, adoption trends, competitive dynamics, and market forecasts.
Forrester reports	Technology, enterprise software, buyer behavior, and digital transformation research.
McKinsey reports	Strategy, sector, macro, operations, and management research.
Goldman Sachs research	Thematic reports, market commentary, and sector analysis where available.
Podcasts and video transcripts	Finance podcast and public-video transcripts that can be searched, cited, and opened at the exact timestamp of a cited passage.
Deloitte reports	Industry, consulting, tax, risk, technology, and market outlook content.
Bain reports	Industry, consulting, tax, risk, technology, and market outlook content.
PwC reports	Sector outlooks, surveys, accounting, deals, tax, and consulting research.
Carta	Private-market, startup, cap table, equity, and venture ecosystem data where available.

Alternative data

Beyond filings, fundamentals, and broker research, AllMind provides licensed alternative datasets through its provider relationships, including Carbon Arc. These datasets track company and sector performance between reported results across card and point-of-sale spending, e-commerce and marketplace sales, web and app behavior, healthcare claims, hiring, trade and shipping, foot traffic, media consumption, and industry activity.

Consumer spending and transactions

Dataset	Coverage
Credit Card – US Complete Panel	US card transactions aggregated from nine provider sources, structured for brand, merchant, geographic, and ticker-level analysis.
Credit Card – US Detailed Panel	US card transactions from 117 financial institutions covering more than 26 million accounts, with brand-level spend and transaction counts.
Credit Card - US and CAN General Panel	Weekly credit and debit card activity from a 20 million-user US and Canadian rewards panel, at brand and ticker level.
Credit Card - US Private Label	Roughly 420 million transactions across 37 million private-label and co-brand card accounts and 789,000 merchants since 2015, delivered daily.
Credit Card - US Neo	US card spending sourced through fintechs and neobanks, skewed toward Millennial and Gen-Z consumers who are underrepresented in conventional card panels.
Credit Card – EU Detailed Panel	European card transactions from a 12 million-user panel, reported weekly in local currency with brand-level spend detail.
Credit Card – Health Spend	Transaction-level US health and wellness card spending from one of the largest US card issuers, delivered daily.
POS – Supermarket	Point-of-sale data from more than 1,200 US regional supermarkets across 14 states, covering over $5 billion of annual spend, with depth in beverages, dairy, and pet food.
POS - Convenience Stores	Weekly point-of-sale data from 27,000 US convenience stores covering more than $55 billion of annual spend and 820+ brands across all 50 states.
POS – Independent Convenience	Point-of-sale data from independent US convenience stores, with strong coverage of beverages, snacks, and over-the-counter products.
POS - Instore and Online	Receipt-based point-of-sale data from roughly 691,000 in-store and 265,000 online US shoppers, capturing both physical and digital purchases.
POS – Emerging Markets	Point-of-sale data from more than 600,000 users across emerging markets including India, Brazil, and Indonesia, covering 1,400+ brands.
POS – Premium Culinary Retail	Daily online and in-store transactions from a premium culinary retailer, including spend, volume, cost of goods sold, and average item price.
Receipt	US digital and physical receipt data from shoppers rewarded for submitting purchases, giving product mix and basket-level detail.

E-commerce and marketplaces

Dataset	Coverage
Amazon Marketplace Intelligence	Product- and category-level unit sales and revenue estimates across Amazon marketplaces, with the search and promotional dynamics driving them.
TikTok Shop	Daily units sold and revenue for products on TikTok Shop globally, attributed by channel across pre-recorded video, livestream, and the TikTok Shop mall.
Ecommerce Insights	Brand performance across 19 leading e-commerce platforms, including SKUs, estimated revenue, and social media following.
Distributor Flooring	Full wholesale flooring lifecycle from a US distributor, spanning supplier receipts, order lines, ship-to geography, and carrier-level freight cost.

Web, app and advertising

Dataset	Coverage
Clickstream	Anonymized browsing activity from more than 27 million opt-in users, at URL and domain level across desktop and mobile.
App Intelligence	App downloads, users, and usage tracked from public app store feeds and SDK signals.
Mobile App	Downloads, active users, revenue, session counts, and time spent from an opt-in panel of roughly one million users, plus app store rankings.
Digital Advertising	Estimated impressions and ad spend across desktop and mobile display, video, and social media, built from panels and crawlers.

Healthcare claims and pricing

Dataset	Coverage
Healthcare Closed Claims	Fully adjudicated medical, pharmacy, dental, vision, and behavioral claims with final payment outcomes, plus member enrollment for consistent panel and per-member analytics.
Medical & Pharmacy Open Claims	Clearinghouse and PBM-sourced claims across the care continuum, with diagnoses, demographics, and geography, and a persistent patient identifier linking medical to pharmacy.
Medicare Claims & Commercial Price Transparency	Medicare utilization across inpatient, outpatient, physician, and post-acute settings, alongside negotiated commercial rates published by eight major payers.

Employment and workforce

Dataset	Coverage
Job Openings	Job postings collected directly from company career sites and job boards.
Job Movements	Longitudinal employment panel of more than 475 million job spells, with title, level, and function aggregated to brand and location.
SMB Workforce	Payroll-based wage, employment, and demographic trends across US small and mid-sized businesses, benchmarked against official statistics.

Corporate activity, technology and private companies

Dataset	Coverage
Product Launches	Brand, retailer, and service product launches tracked globally, used to benchmark launch velocity and spot emerging players.
Software Customers	Deployment of more than 8,000 technologies across 28 million company websites and job boards.
SaaS Market Dynamics	Anonymized enterprise SaaS benchmarking across contract terms, spend, consumption, and license utilization, covering more than $16 billion of spend since 2011.
Private Company Profiles	Standardized private company profiles with modeled revenue, workforce metrics, funding, and granular categorization.
Brand Reviews	More than one million business-to-business reviews of company products and services.

Trade, shipping and government contracting

Dataset	Coverage
Global Trade Flows	International import and export transactions from customs portals and bills of lading, with buyer and seller identity, geography, commodity, and transport mode.
Trade Claims	Bill of lading data from seven countries including shipment content descriptions, sourced from national customs offices.
Import/Export - US	US import and export activity structured for macro trend analysis, directional monitoring, and entity-level attribution.
Maritime Data	Global vessel characteristics and port call events, enabling analysis of shipping activity, fleet operations, and commodity flows.
Global Government Contracts	Contract awards from national procurement registries across 19 countries, including subsequent modifications, option exercises, and de-obligations.

Location and physical footprint

Dataset	Coverage
Foot Traffic	Modeled retail foot traffic from more than 200 million mobile devices, validated against 500,000 in-store counters and normalized for seasonality, weather, and holidays.
Point of Interest	Location data tied to specific geographies, used to track brand openings, closings, and physical expansion.
Locations - US Transportation	Locations of airports, heliports, railroad stops, transit stops, and cruise line terminals.

Media, music and live events

Dataset	Coverage
Music Streaming	On-demand audio and video streams sourced through direct partnerships with the leading global streaming providers.
Music Data	Global artist and song performance across streaming and social platforms, with metadata, popularity metrics, and audience detail.
Music Artist & Content Data	Artist and music metadata plus events including album releases, syncs, and TikTok videos.
OTT Entertainment Streaming	Viewership from streaming media servers across connected TVs and mobile devices.
Movie Box Office	Box office results from more than 100 countries with film synopses and categorization, plus top streaming titles.
Concert Box Office	Venue-reported box office revenue and ticket sales across more than 12,000 locations for concerts, festivals, comedy, and theater.
Rising Artists Ticket Listings	Event, artist, venue, and ticket pricing detail focused on up-and-coming acts.
Secondary Market Ticket Sales - US	Resale ticket sales for concerts, sports, and theater events from a major online exchange.
Secondary Market Ticket Sales and Listings	Resale ticket sales combined with live listing inventory, supporting supply, demand, and dynamic pricing analysis.
Sports Events	Scheduled US sporting events with time, location, and participants for more than 1,300 teams over ten years.

Housing, autos and industry activity

Dataset	Coverage
Housing Permits	US residential building permits standardized by type, available from zip code through national level.
Vehicle Registration	US new vehicle registrations across passenger autos, light trucks, and medium and heavy trucks.
Menu Data	Menu items, ingredients, flavors, and pricing across a representative sample of US restaurant menus.
Mine Hours - MSHA	US soda ash production, international trade flows, and facility locations from mine safety reporting.
Commodity Metrics	Global commodity prices across products and countries, standardized for units, currency, and reporting source.

Weather

Dataset	Coverage
Weather Data	Daily temperature, precipitation, humidity, and related measures recorded since 1981.
Extreme Weather Data	Longitudinal weather data for the contiguous United States from the European Space Agency’s Copernicus Climate Change Service.

Demographics and population health

Dataset	Coverage
Cohort Attributes	Demographic, lifestyle, behavioral, transaction, automotive ownership, and occupational attributes for 110 million households and 220 million individuals.
Population Health Measures - US	36 model-based community health measures for every US zip code tabulation area, spanning outcomes, risk behaviors, health status, and prevention.

Company scores and specialized reference

Dataset	Coverage
Securities Ratings	Daily 1-5 scores for US-listed stocks, ETFs, and mutual funds derived from footnote-level filing analysis, covering attractiveness, profitability, valuation, and cash-flow quality, with delisted names retained.
FFIEC Bank Reporting	Quarterly Y-9C regulatory filings for US bank holding companies with $3 billion or more in consolidated assets, covering balance sheet, income, risk exposure, and regulatory capital.

Events

Source	Coverage
Live investor relations	Live IR events, investor days, company presentations, analyst days, and related company events.
Live macro and policy events	Central bank events, macro briefings, policy events, and other live market-relevant events.
Live earnings calls	Live earnings events, real-time transcripts, Q&A, and speaker-labeled transcript content.
Processed earnings calls	Cleaned and structured earnings-call transcript content for search, analysis, and AI workflows.

Market data and exchanges

AllMind supports live and historical market data across major North American and European equity venues, US options feeds, global futures and derivatives venues, and Canadian exchanges. Coverage includes more than 40 exchange and venue feeds, including L3 order book data where licensed, depending on customer permissions.

US equities

Venue or feed	Coverage
NYSE Integrated	Equity market data and order book coverage
NYSE Arca Integrated	Equity market data and order book coverage
NYSE American Integrated	Equity market data and order book coverage
NYSE Texas Integrated	Equity market data and order book coverage
NYSE National Trades and BBO	Equity market data
Nasdaq TotalView-ITCH	Equity market data and L3 order book coverage
Nasdaq Basic with NLS Plus	Equity market data
Nasdaq BX TotalView-ITCH	Equity market data and L3 order book coverage
Nasdaq PSX TotalView-ITCH	Equity market data and L3 order book coverage
Cboe BZX Depth	Equity market data and depth-of-book coverage
Cboe BYX Depth	Equity market data and depth-of-book coverage
Cboe EDGA Depth	Equity market data and depth-of-book coverage
Cboe EDGX Depth	Equity market data and depth-of-book coverage
MIAX Pearl Depth of Market	Equity market data and depth-of-book coverage
MEMX Memoir Depth	Equity market data and depth-of-book coverage
IEX TOPS	Equity market data
ATS Markets	Equity market data

European equities

The venues below are representative examples of European equity-market coverage, not a complete exchange or feed inventory.

Market group	Venue	Location	MIC / market identifier
Euronext	Euronext Amsterdam	Amsterdam	XAMS
Euronext	Euronext Athens	Athens	XATH
Euronext	Euronext Brussels	Brussels	XBRU
Euronext	Euronext Dublin	Dublin	XDUB
Euronext	Euronext Lisbon	Lisbon	XLIS
Euronext	Borsa Italiana	Milan	XMIL
Euronext	Oslo Stock Exchange	Oslo	XOSL
Euronext	Euronext Paris	Paris	XPAR
Nasdaq Nordic	Nasdaq Copenhagen	Copenhagen	XCSE
Nasdaq Nordic	Nasdaq Stockholm	Stockholm	XSTO
Nasdaq Nordic	Nasdaq Helsinki	Helsinki	XHEL
Nasdaq Nordic	Nasdaq Iceland	Reykjavík	XICE
Deutsche Börse	Deutsche Börse Frankfurt	Frankfurt	XFRA
Deutsche Börse	Deutsche Börse Xetra	Frankfurt	XETR
Germany	Tradegate Exchange	Berlin	XGAT / XGRM
Netherlands	Nxchange	Amsterdam	XNXC
Netherlands	NPEX	The Hague	NPEX
BME	Bolsa de Barcelona	Barcelona	XBAR / BMEX parent
BME	Bolsa de Bilbao	Bilbao	XBIL / BMEX parent
BME	Bolsa de Madrid	Madrid	XMAD / BMEX parent
BME	Bolsa de Valencia	Valencia	XVAL / BMEX parent
LSEG	London Stock Exchange	London	XLON

Options

Venue or feed	Coverage
OPRA	US options data through the Options Price Reporting Authority

Futures and derivatives

Venue or feed	Coverage
Cboe Futures Exchange (CFE)	Futures
Chicago Board of Trade (CBOT / CME Group)	Futures
Chicago Mercantile Exchange (CME)	Futures and options
Commodity Exchange Inc. (COMEX / CME Group)	Metals futures
New York Mercantile Exchange (NYMEX / CME Group)	Energy futures
ICE Futures Europe – Commodities	Commodity futures and options
ICE Futures Europe – Financials	Financial futures and options
ICE Endex	European energy futures
ICE Futures U.S.	Futures and options
ICE Futures Canada	Canadian futures
ICE Futures Abu Dhabi	Energy futures
European Energy Exchange (EEX)	Energy and environmental markets
Eurex	Futures and options

Canadian equities

Venue or feed	Coverage	Availability
TSX	Canadian listed equities	Available by market-data permission.
TSXV	Partial Canadian venture-equity coverage	Availability varies by market-data permission and coverage scope.
CSE	Canadian Securities Exchange listings	Not currently available.
Additional Canadian venues	Canadian equities and order book data, including L3 where licensed	Availability varies by package and licensing.

Enterprise integrations

AllMind can connect customer-owned content, research systems, warehouses, lakehouses, and cloud storage so internal knowledge can be searched, cited, and used by the AI assistant.

Research management systems

Integration	Use case	Availability
Verity RMS	Bring internal research notes, meetings, models, tags, and analyst workflows into AllMind.	Available by integration scope.
FactSet RMS	Connect FactSet RMS research content and workflows with AllMind search and AI workflows.	Available by integration scope.
BipSync	Connect BipSync research notes, meeting records, tags, and analyst workflows with AllMind search and AI workflows.	Available by integration scope.
Granola	Connect meeting notes so meetings can be searched by topic, person, or company and cited in research, with full transcripts where the customer’s Granola plan supports them.	Available.

Portfolio, risk, and investment systems

Integration	Use case	Availability
Harmony by Infinite Investment Systems	Connect portfolio accounting, positions, valuations, performance, fees, trading, compliance, reconciliation, and reporting data from Harmony’s investment book of record.	Available by integration scope.
Enfusion by Clearwater	Connect live positions, P&L, cash, portfolio, order and execution, accounting, compliance, reconciliation, risk, performance, and analytics data.	Available by integration scope.
Arcesium	Connect investment lifecycle, accounting, treasury, reconciliation, and operations data from Arcesium’s investment-data platform.	Available by integration scope.
Arcana Analytics	Connect portfolio risk, factor and idiosyncratic exposures, performance attribution, crowding, ownership, scenarios, optimization, and idea or hedge analytics.	Available by integration scope.
S3 Partners	Connect short-interest and securities-finance analytics, including short interest, borrow rates and availability, financing costs, and crowding indicators.	Available by integration scope.
MSCI Barra / Barra PortfolioManager	Connect factor models, portfolio exposures, covariance, risk and return attribution, scenarios, stress tests, optimization, backtesting, and reporting outputs.	Available by integration scope.
Visible Alpha (S&P Global Market Intelligence)	Connect granular consensus estimates, analyst-model line items, company and industry KPIs, revisions, actuals, and broker-contributed forecasts.	Available by integration scope.
SS&C Eze (formerly Eze Castle Software)	Connect portfolio, position, order, execution, compliance, accounting, reconciliation, and operational data from Eze OMS and related investment systems.	Available by integration scope.
ECI (formerly Eze Castle Integration)	Connect managed cloud environments, data platforms and pipelines, applications, DevOps, cybersecurity, and infrastructure used by regulated investment firms.	Available by integration scope.

Document and file systems

Integration	Use case	Availability
Google Drive	Search and analyze customer-owned files, folders, PDFs, presentations, and documents.	Available.
Microsoft SharePoint	Connect enterprise document libraries and team workspaces.	Available.
Microsoft OneDrive	Bring personal and team files into AllMind workflows.	Available.
Microsoft Teams	Connect files and content shared in Teams channels and chats so team knowledge can be searched and cited.	Available by integration scope.
Egnyte	Connect enterprise file repositories and controlled document collections.	Available.
Box	Search and analyze enterprise file collections.	Available.
Gmail	Bring emails and attachments in as source documents for grids, automations, and AI workflows.	Available.
Outlook	Bring emails and attachments in as source documents for grids, automations, and AI workflows.	Available.

Warehouses, lakehouses, and cloud storage

Integration	Use case	Availability
AWS S3	Bring object-store documents, datasets, and exported reports into AllMind.	Available.
AWS Redshift	Connect warehouse tables and customer-owned structured data.	Available.
Google Cloud Storage (GCS)	Connect cloud-hosted files and datasets.	Available.
Google BigQuery	Query and analyze customer-owned warehouse data.	Available.
Azure Blob Storage	Connect cloud object storage and document repositories.	Available.
Azure Synapse	Connect analytics and warehouse datasets.	Available.
Snowflake	Connect warehouse tables, analytics datasets, and governed data shares.	Available.
Databricks	Connect lakehouse tables, notebooks, and governed analytical datasets.	Available.
Redis	Support low-latency caching, session data, and streaming workloads.	Available.
MongoDB	Connect document databases and operational data stores.	Available.
Data pipelines	Move and transform data across Azure, AWS, and GCP ecosystems.	Available by integration scope.
FTP servers	Transfer files between enterprise systems and cloud environments across Azure, AWS, and GCP.	Available by integration scope.
DigitalOcean	Connect customer-hosted cloud environments, storage, and data services.	Available by integration scope.

MCP and API connections

Integration	Use case	Availability
Bloomberg MCP / API bridge	Connect customer-entitled Bloomberg data, research, analytics, and tools through approved Bloomberg APIs and a customer-hosted MCP-compatible bridge where permitted.	Available by integration scope.
AlphaSense MCP / Agent API	Connect entitled AlphaSense GenSearch and cited research workflows through the Agent API and a customer-hosted MCP adapter.	Available by integration scope.
Internal APIs	Connect customer-owned REST, GraphQL, gRPC, webhook, and private-service endpoints with AllMind data and AI workflows.	Available by integration scope.

Market data feeds

Integration	Use case	Availability
Bloomberg B-PIPE	Connect Bloomberg market data into AllMind workflows.	Integration in progress.

Categories of data we bring in

AllMind’s data estate spans 72+ core categories. Within it are 6,800+ premium datasets licensed from 100+ providers and partners, alongside public, proprietary, and customer-owned data. The categories below show the breadth of coverage without publishing the complete dataset roster.

01–09 · Markets, trading, and benchmarks

#	Category	Representative coverage
01	Global equities	Live, delayed, and historical prices, quotes, trades, volume, security reference data, and venue coverage across supported global markets.
02	Fixed income securities	Government, corporate, municipal, and agency bond terms, pricing, yields, duration, seniority, and instrument reference data.
03	Options and implied volatility	Option chains, trades, quotes, open interest, Greeks, gamma exposure, volatility surfaces, and US listed-options coverage through OPRA.
04	Futures and listed derivatives	Contracts, settlements, open interest, roll calendars, term structures, and continuous series across financial and commodity markets.
05	Foreign exchange and rates	Spot and forward rates, currency crosses, central-bank reference rates, yield curves, rate benchmarks, and FX volatility.
06	Commodity markets	Energy, metals, agricultural, and raw-material prices, forward curves, inventories, settlements, and benchmark series.
07	Market microstructure and order books	Best bid and offer, order-level events, depth, venue activity, dark-pool trades, liquidity measures, and volume footprints where licensed.
08	Indices, benchmarks, and factors	Licensed Capital IQ index data plus constituents, weights, returns, methodologies, classifications, factor exposures, and sector or industry performance across covered datasets.
09	Funds, ETFs, and investment vehicles	Holdings, NAVs, flows, country weights, exposures, benchmarks, fund profiles, portfolio composition, and manager-published factsheets, prospectuses, reports, and product pages.

10–18 · Companies, fundamentals, and transactions

#	Category	Representative coverage
10	Financial statements and fundamentals	Income statements, balance sheets, cash flows, standardized metrics, ratios, growth, multiples, and reported history.
11	Estimates and revisions	LSEG I/B/E/S and other covered consensus and individual analyst estimates, revision history, surprises, target-price changes, ratings, and forward expectations.
12	Operating KPIs and segments	Company-specific operating metrics, unit economics, volumes, subscribers, product segments, geographic segments, and guidance.
13	Ownership and holdings	Institutional, fund, insider, beneficial, and activist ownership, including position changes and concentration.
14	Capital structure and corporate actions	Shares, float, dividends, splits, repurchases, issuance, tender offers, convertibles, preferred securities, and other capital events.
15	Executives, boards, and governance	Leadership biographies, tenure, compensation, board composition, committees, governance structures, and corporate policies.
16	Supply chains and corporate relationships	FactSet Revere and other covered customer, supplier, partner, subsidiary, peer, competitor, and disclosed business relationships.
17	M&A and corporate transactions	LSEG and other covered announced, pending, withdrawn, and completed acquisitions, divestitures, joint ventures, deal terms, multiples, and participants.
18	Private markets and company profiles	LSEG and other covered private-company profiles and financials, PE and VC financing rounds, investors, workforce signals, modeled operating indicators, and venture-ecosystem data. Fund-level private-market performance, including IRR, TVPI, and vintage benchmarks, is not currently claimed.

19–27 · Documents, news, and research

#	Category	Representative coverage
19	Regulatory filings and disclosures	Annual, quarterly, current, proxy, ownership, registration, and offering documents from supported regulatory repositories.
20	Investor relations and corporate events	Investor presentations, analyst days, earnings calendars, webcasts, company events, slide decks, and related materials.
21	Earnings and event transcripts	Prepared remarks, speaker-attributed Q&A, live transcription, processed earnings calls, and historical event archives.
22	Broker, equity, and credit research	Included After Market Research on broker-specific delays plus entitlement-enabled real-time sell-side reports, alongside independent, sector, strategy, thematic, and credit-focused research.
23	Financial news and newswires	Market-moving headlines, company news, sector developments, policy updates, and global macroeconomic reporting.
24	Press releases and announcements	Product, leadership, transaction, guidance, partnership, operational, and corporate communications as published.
25	Expert interviews and primary research	Third Bridge Expert Insights, expert calls, interviews, surveys, panels, field research, and other qualitative evidence where licensed.
26	Industry, consulting, and thematic reports	Sector outlooks, adoption studies, competitive analyses, surveys, market forecasts, and long-range thematic research.
27	Podcasts, broadcasts, and multimedia	Searchable transcripts from finance, industry, expert, podcast, public-video, and broadcast programming.

28–36 · Credit, sustainability, and risk

#	Category	Representative coverage
28	Credit ratings and opinions	Issuer and issue ratings, outlooks, watch actions, qualitative opinions, and derived indicators of credit quality.
29	Debt structures and maturity schedules	Bonds, loans, coupons, covenants, seniority, security, secured and unsecured obligations, and maturity walls.
30	Credit spreads and refinancing risk	Spreads, leverage, coverage, default indicators, refinancing exposure, debt-service capacity, and credit-risk measures.
31	Banks and financial institutions	Regulatory filings, capital, liquidity, deposits, lending, balance-sheet exposures, asset quality, payments, and institution registers.
32	Insurance, pensions, and solvency	Premiums, claims, assets, liabilities, capital, solvency ratios, retirement systems, and pension-related market information.
33	ESG and sustainability	Environmental, social, governance, disclosure, policy, sustainability, controversy, and corporate-responsibility indicators.
34	Climate, carbon, and transition	Emissions, energy mix, climate exposure, transition plans, physical risk, targets, pathways, and decarbonization metrics.
35	Historical events and stress scenarios	Structured economic, market, geopolitical, technological, climate, and public-health events for scenario and stress analysis.
36	Prediction and event markets	Market-implied probabilities for elections, policy decisions, regulatory actions, geopolitical developments, and other catalysts.

37–45 · Macro, policy, and public records

#	Category	Representative coverage
37	National accounts and economic growth	GDP, output, productivity, industrial production, consumption, business activity, and regional or sector-level growth measures.
38	Inflation and price measures	Consumer, producer, import, housing, commodity, and sector-level price indicators across supported economies.
39	Labor, employment, and wages	Payrolls, unemployment, job openings, participation, compensation, occupations, workforce trends, and layoff activity.
40	Central banks and monetary policy	Policy decisions, rates, yield curves, money supply, liquidity, speeches, minutes, testimony, and rate expectations.
41	Fiscal policy and sovereign debt	Budgets, taxation, spending, deficits, debt issuance, auctions, maturity profiles, and sovereign financing conditions.
42	International trade and customs	Imports, exports, customs records, tariffs, bills of lading, trade balances, and cross-border product or commodity flows.
43	Demographic and social statistics	Population, migration, household composition, income, education, health, and regional social indicators.
44	Legal, regulatory, and public records	Legislation, rulemaking, litigation, enforcement, administrative measures, corporate registries, and official public records.
45	Public spending, sanctions, and geopolitics	Government contracts, grants, procurement, lobbying, elections, sanctions lists, political events, and country-risk signals.

46–54 · Consumer, technology, and alternative signals

#	Category	Representative coverage
46	Consumer transactions and point of sale	Aggregated card spending, receipts, basket composition, transaction counts, merchant activity, and store-level sales.
47	E-commerce and marketplace activity	Product listings, prices, rankings, estimated sales, marketplace share, SKU performance, and promotional activity.
48	Web, search, and app engagement	Website traffic, clickstream behavior, searches, app downloads, active users, sessions, pageviews, and digital engagement.
49	Advertising, media, and audiences	Advertising spend, impressions, campaigns, streaming audiences, content performance, and media-consumption measures.
50	Mobility, foot traffic, and points of interest	Visits, dwell, openings, closures, location attributes, transportation hubs, and geographic-footprint changes.
51	Hiring, job movement, and payroll	Job postings, employee movement, role mix, wages, headcount signals, occupational demand, and payroll trends.
52	Software adoption and developer momentum	Technology deployments, SaaS utilization, repositories, packages, contributors, releases, and open-source participation.
53	Patents, IP, and product innovation	Patents, assignments, citations, classifications, continuity, product launches, reviews, and innovation velocity.
54	Cybersecurity and digital risk	Vulnerabilities, exploits, incidents, exposed infrastructure, certificates, dependencies, and software supply-chain risk.

55–63 · Healthcare, science, and life sciences

#	Category	Representative coverage
55	Academic and scientific publications	Papers, preprints, citations, authors, institutions, grants, research relationships, and evidence used to assess innovation.
56	Clinical trials	Trial design, phases, endpoints, investigators, sites, enrollment, status, sponsors, results, and study outcomes.
57	Drug and device approvals	Regulatory submissions, approvals, clearances, labels, exclusivity, patents, review milestones, and product history.
58	Medical and pharmacy claims	Diagnoses, procedures, pharmacy activity, utilization, enrollment, adjudicated claims, and open claims where permitted.
59	Prescribing and treatment activity	Prescription volumes, prescribers, treatment pathways, therapy switching, adherence, and real-world utilization patterns.
60	Reimbursement, coverage, and pricing	Payer policies, formularies, reimbursement, negotiated rates, commercial price transparency, and care-cost measures.
61	Safety and adverse events	Drug, device, and treatment safety reports, recalls, warnings, shortages, and post-market surveillance.
62	Genomics, proteomics, and molecular biology	Genes, variants, proteins, structures, pathways, biomarkers, targets, disease relationships, and bioactivity evidence.
63	Providers, hospitals, and population health	Facility characteristics, practitioners, capacity, quality, enrollment, care delivery, community health, disease, and outcomes.

64–72 · Industries, real assets, and customer data

#	Category	Representative coverage
64	Energy, power, and utilities	Production, demand, generation, grids, storage, outages, fuels, emissions, utility operations, and energy policy.
65	Mining, metals, and materials	Mineral deposits, tenure, reserves, production, mine activity, safety, refining, material flows, and metals markets.
66	Agriculture, food, and restaurants	Crops, livestock, yields, drought, food prices, menus, ingredients, nutrition, distribution, and agricultural trade.
67	Transportation, shipping, and logistics	Vessels, ports, freight, routes, chokepoints, aviation, rail, fleets, vehicle movement, and supply-chain activity.
68	Real estate, housing, and construction	Property activity, listings, prices, permits, mortgages, rents, vacancies, parcels, development, and regional housing indicators.
69	Industry-specific operating data	Sector-level drivers across automotive, industrials, manufacturing, telecom, media, gaming, restaurants, and other specialized verticals.
70	Weather, environment, and natural hazards	Temperature, precipitation, drought, storms, oceans, water, air quality, earthquakes, environmental conditions, and hazard history.
71	Enterprise and internal data	Customer research, models, documents, databases, warehouses, lakehouses, cloud storage, APIs, and research-management systems.
72	Proprietary, niche, and derived data	Normalized metrics, acquisition signals, competitive-moat indicators, research influence, custom datasets, and internally developed signals.

​Coverage at a glance

​Regional coverage

​Coverage by sector

​Public data and documents

​Data providers

​Financial data vendors

​Exchange groups and market operators

​Official and public-sector sources

​Research sources

​Example AMR broker coverage

​Financial modelling data

​News providers

​Alternative and niche datasets

​Alternative data

​Consumer spending and transactions

​E-commerce and marketplaces

​Web, app and advertising

​Healthcare claims and pricing

​Employment and workforce

​Corporate activity, technology and private companies

​Trade, shipping and government contracting

​Location and physical footprint

​Media, music and live events

​Housing, autos and industry activity

​Weather

​Demographics and population health

​Company scores and specialized reference

​Events

​Market data and exchanges

​US equities

​European equities

​Options

​Futures and derivatives

​Canadian equities

​Enterprise integrations

​Research management systems

​Portfolio, risk, and investment systems

​Document and file systems

​Warehouses, lakehouses, and cloud storage

​MCP and API connections

​Market data feeds

​Categories of data we bring in

​01–09 · Markets, trading, and benchmarks

​10–18 · Companies, fundamentals, and transactions

​19–27 · Documents, news, and research

​28–36 · Credit, sustainability, and risk

​37–45 · Macro, policy, and public records

​46–54 · Consumer, technology, and alternative signals

​55–63 · Healthcare, science, and life sciences

​64–72 · Industries, real assets, and customer data

Coverage at a glance

Regional coverage

Coverage by sector

Public data and documents

Data providers

Financial data vendors

Exchange groups and market operators

Official and public-sector sources

Research sources

Example AMR broker coverage

Financial modelling data

News providers

Alternative and niche datasets

Alternative data

Consumer spending and transactions

E-commerce and marketplaces

Web, app and advertising

Healthcare claims and pricing

Employment and workforce

Corporate activity, technology and private companies

Trade, shipping and government contracting

Location and physical footprint

Media, music and live events

Housing, autos and industry activity

Weather

Demographics and population health

Company scores and specialized reference

Events

Market data and exchanges

US equities

European equities

Options

Futures and derivatives

Canadian equities

Enterprise integrations

Research management systems

Portfolio, risk, and investment systems

Document and file systems

Warehouses, lakehouses, and cloud storage

MCP and API connections

Market data feeds

Categories of data we bring in

01–09 · Markets, trading, and benchmarks

10–18 · Companies, fundamentals, and transactions

19–27 · Documents, news, and research

28–36 · Credit, sustainability, and risk

37–45 · Macro, policy, and public records

46–54 · Consumer, technology, and alternative signals

55–63 · Healthcare, science, and life sciences

64–72 · Industries, real assets, and customer data