Kscope · competitive scores · 2026-10-07
One score for each of the 153 companies in the live-site pass. The score is about the data, not the screen. Private funding, mergers, people, and pay parsed from news, RSS, and open crawl count as data we already have, including about 100,000 feeds in 16 languages. kbrain is behind that file. An analysis, an opinion, or a model on that corpus counts as buildable.
now The core is data we already extract and join. That includes the private graph from news, RSS, and open crawl, and a model we can run on it.
fast The core is free public data, or an analysis, opinion, or model whose inputs we already hold or can crawl.
slice We take that core now or fast. What stays is an input we cannot obtain: a contributed book, a panel, a human network, a price feed, or a wire.
never The paid core is that kind of input. Training our own model does not recreate it.
| Company | Segment | Score | What we can take | What stays theirs |
|---|---|---|---|---|
| Bloomberg | Terminal / all-in | slice | Filings, ownership, insiders, transcripts, people, and the agreement graph are live, and SEDAR continues through QuoteMedia. | Live prices, estimates, the wire, and the terminal bundle stay theirs. |
| FactSet | Terminal / all-in | slice | The same filing graph covers the workstation slice their clients already keep FactSet for estimates beside. | Estimates, live prices, and StreetAccount stay a license. |
| S&P Capital IQ / Market Intelligence | Terminal / all-in | slice | As-reported financials, ownership, transcripts, and people are live. Funding and M&A parsed from news, RSS, and open crawl cover the disclosed private graph. | Estimates and RatingsDirect stay a license. Financials a private company never publishes stay theirs. |
| LSEG / Refinitiv Workspace | Terminal / all-in | slice | Filings, ownership, and transcripts match the public half of Workspace. | I/B/E/S, Datastream, and the Reuters wire stay a license. |
| Morningstar Direct | Terminal / all-in | slice | Fund holdings from N-PORT and listed financials are live. A star rating, a moat, and a fair value are models on that book. | Live prices and non-US fund files stay a license. |
| AlphaSense (+ Sentieo) | Filings / research | slice | Filing and transcript search is live, and deeper at the clause level than a document index. | Broker research and the Tegus expert library stay theirs. |
| BamSEC | Filings / research | now | SEC document search, exhibits, and transcripts are in production, joined to the same company and person ids. | Nothing material in their core is outside the filing graph. |
| Quartr | Filings / events | now | US transcripts are live and SEDAR continues through QuoteMedia. Global IR pages are public. | A full global webcast archive is a short crawl, not a license. Audio redistribution rights are the only caution. |
| Daloopa | Fundamentals extraction | fast | XBRL face statements are live. Adjusted KPIs and segment metrics sit in earnings releases and 8-K exhibits we already collect. | Their human review layer is process, not a dataset we have to buy. |
| Calcbench | Fundamentals extraction | now | As-reported XBRL and earnings-release fundamentals are the product, and that book is live. | Nothing material in the core is outside EDGAR. |
| Koyfin | Market / fundamentals | slice | Filings, transcripts, and ownership cover the research screen. | Live global prices, options, and consensus stay a license. |
| YCharts | Market / fundamentals | slice | Filings, macro from FRED, and public transcripts cover the research slice. | Morningstar fund data, MSCI ESG, and intraday prices stay a license. |
| WhaleWisdom | Ownership / 13F | now | 13F portfolios, backtests, and Form 4 alerts are live, with manager track records beyond a plain viewer. | Nothing material in the core is outside EDGAR. |
| VerityData (InsiderScore) | Ownership / insiders | now | Form 4, 10b5-1 footnotes, buybacks, and grants are parsed. Their briefs are a model on that same text. | The analyst note is a writing layer on data we have. |
| 2iQ Research | Ownership / insiders | fast | US Form 4 is done. Other countries' insider reports are public filings, and SEDAR is already supplied. | Coverage is a regime-by-regime crawl, not a purchase. |
| Fintel | Ownership / retail | now | 13F, N-PORT, 13D/G, and insider filings are the API. N-PORT holdings are already in the fund book. | A broker-linked options panel was not visible on the live site and is not required to match the filing API. |
| Quiver Quantitative | Alt / retail signals | fast | Form 4 is live. Contracts, lobbying, and congressional trades are bulk public files. | The bundle is the product, and the government half is a short ingest. |
| PitchBook | Private markets | slice | Funding and M&A are already parsed from news, RSS, and open crawl, with Form D as the filed slice and the people graph beside it. | Revenue and EBITDA a company submits only to PitchBook stay theirs. A prediction on the graph we have is our model. |
| CB Insights | Private markets | now | Funding, M&A, and the private-company graph are already parsed from news, RSS, and open crawl. The taxonomy and the prediction are models on that graph. | A round that never hits a filing, a press release, or a crawl stays theirs. |
| Crunchbase | Private markets | now | Funding, mergers, and the rest of the private graph are already parsed from every news article, RSS feed, and open crawl. Form D and Form C are the filed slice of a book we already keep. kbrain is behind this file. | A profile that exists only because a user typed it in, and that never hits a filing or the crawl, stays theirs. |
| Preqin | Private markets / funds | never | Form D does not contain fund cashflows or LP commitments. | Performance, benchmarks, and fundraising are reported to Preqin. |
| Dealogic / ION | M&A / capital markets | slice | Announced M&A is already parsed from news, RSS, and filings. A league table on that announced book is a model we can publish. | Fees and the pre-announcement book stay theirs. |
| BoardEx | People / boards | now | People and relationships are already coming off about 100,000 RSS feeds in 16 languages, plus the proxy and the 8-K. That is the private and non-US file, and kbrain is behind it. | A relationship that exists only because BoardEx interviewed someone, and that never hits a filing or a feed, stays theirs. |
| Equilar | Comp / boards | now | Named-officer pay is first-party proxy extraction, and the same news and RSS graph already carries private-company people and pay that get published. FactSet resells the public category. | A compensation figure a company reports only on Equilar's survey stays theirs. |
| Proxycurl (Nubela) | People / profiles | never | EDGAR officers are a different dataset from a contact graph. | The live product is a contributory people and email API. |
| Diligent | Governance / boards | now | DEF 14A, pay, and the activism trail are already extracted. N-PX is a short add on a file we can take. | The board portal is software on the client's own documents. |
| Benzinga | News / newswire | never | We already take their press feed. Rebuilding the newsroom is not the business. | The squawk and the original wire are their newsroom. |
| Dow Jones / Factiva | News | never | RSS and GDELT cover a wide, late slice of headlines. | The wire and the Factiva archive are a license. |
| RavenPack | News NLP / signals | fast | A news factor on the RSS, GDELT, and filing corpus we already run is a model on our own input. | A factor that requires the Dow Jones wire is a different product. |
| Accern | News NLP / signals | fast | The same filing and RSS corpus supports the signal. The model is the product, and the inputs are already in house. | A factor that requires the Dow Jones wire is a different product. |
| Kensho (S&P) | NLP / analytics | slice | EDGAR retrieval and transcript search are live. | The rest of the portal is paid S&P content. |
| Moody's | Ratings / credit | fast | A credit opinion on filings, agreements, and the news we already parse is a model we can ship. The published action is a short extract. | The letters Moody's assigns, and any rating they have not published, stay theirs. We publish our own view. |
| S&P Global Ratings | Ratings / credit | fast | The same credit model runs on the same corpus. The published action is a short extract. | The S&P rating itself stays theirs. |
| Fitch Ratings | Ratings / credit | fast | The same credit model runs on the same corpus. The published action is a short extract. | The Fitch rating itself stays theirs. |
| Visible Alpha | Estimates / forecasts | never | A model we train on filings is our own product. It does not contain the broker's working model. | Full sell-side models are contributed by the brokers. |
| Zacks | Estimates | never | A model we train on filings is our own number. It is not a consensus of brokers. | The consensus is other people's unpublished estimates. |
| ISS | Governance / proxy | now | The ballot is on the proxy, N-PX is free XML, and a vote recommendation is a model on that text. | Their client voting-policy brand is distribution. The model is ours to ship. |
| Glass Lewis | Governance / proxy | now | The same ballot and the same model cover the recommendation. | Their policy brand is distribution. The model is ours to ship. |
| MSCI ESG | ESG | fast | 10-K climate text, CSR reports, and public CDP responses are the inputs, and a rating on them is a model. | Their badge stays theirs. A questionnaire a company answers only for them stays theirs. |
| Sustainalytics (Morningstar) | ESG | fast | The same raw disclosures support a risk score we can publish. | Their badge, and any company questionnaire, stay theirs. |
| Bloomberg Law | Legal / contracts | fast | CourtListener, RECAP, PACER, and the opinions are public records. A citator is a model on those texts. | Secondary sources and practice guides stay a license. |
| LexisNexis | Legal | fast | Opinions, statutes, and dockets are public. Shepard's is a citator model on that record. | The practice library stays a license. |
| Thomson Reuters Westlaw | Legal | fast | The same public opinions and dockets are the record. KeyCite is a citator model on them. | The editorial library stays a license. |
| vLex | Legal | fast | Dockets and opinions are public. Vincent is a model on those texts. | The editorial library stays a license. |
| Evisort | Contracts / CLM | never | EDGAR exhibits are a different corpus, and that corpus is already ours. | Workday CLM runs on the customer's private contracts. |
| pfactorial | Agreements search | now | Clause search over SEC agreements is in production and ahead on the semantic index. SEDAR continues through QuoteMedia. | OCR of image-only exhibits is the one short technical hole. |
| Tegus | Expert calls / transcripts | never | Earnings transcripts are a different document, and we have those. | The expert-call library is theirs. |
| GLG | Expert network | never | Public transcripts do not rebuild a network of human experts. | The network and the calls are the product. |
| AlphaSights | Expert network | never | Public transcripts do not rebuild a network of human experts. | The network and the calls are the product. |
| YipitData | Alt-data | never | Reported revenue is not a weekly receipt panel. | The panels are theirs. |
| Earnest Analytics | Alt-data (card) | never | Filings are not a card panel. | The card panel is theirs. |
| Similarweb | Alt-data (web) | never | A public web page is not a traffic panel. | The measurement panel is theirs. |
| Placer.ai | Alt-data (foot traffic) | never | A store locator is not a visit panel. | The location panel is theirs. |
| DonorSearch | Wealth / donor | now | Insider Focus already leads on SEC-verified capacity, liquidity triggers, and board ties. That is the public half of this screen. | Their consumer-file append stays theirs, and we do not need it to win the prospects we already cover. |
| iWave | Wealth / donor | now | The same public-record screen is the Insider Focus product. The live site now sits on Kindsight. | The consumer and modeled-wealth append stays theirs. |
| WealthEngine | Wealth / donor | now | SEC holdings, sale dollars, and 990 ties are the capacity number we already sell into this market. | The consumer file stays theirs. |
| Windfall | Wealth / donor | slice | We win the public-company prospect with verified dollars. That is the donor we already dominate. | The household net-worth model is consumer financial data. |
| GOBEL | Healthcare philanthropy | slice | Insider Focus already supplies the wealth and trigger line their screen is missing. | Grateful-patient programs and the EMR gratitude score stay theirs. |
| Blackbaud / Target Analytics | Nonprofit / donor | slice | The public-asset screen on a prospect file is Insider Focus. | The nonprofit's own gift history and the consumer model stay theirs. |
| EverTrue | Donor engagement | slice | A capacity overlay from SEC, 990, and FEC data is ours. | Engagement on the school's own donor file stays theirs. |
| Dun & Bradstreet / Hoovers | Company / credit / firmographics | never | Listed-company identity and financials are ours. That is not what D&B sells. | The trade-payment file and the D-U-N-S graph stay theirs. |
| Moody's Orbis (Bureau van Dijk) | Company / ownership / private financials | slice | EDGAR and Companies House are a real company spine, and the UK file is free. | The global paid-registry bulk is the product they sell. |
| Creditsafe | Company credit | never | Listed financials are not a trade-credit file. | Contributor payment history is the product. |
| Experian Business | Company credit | never | Listed financials are not a commercial credit file. | The bureau file is the product. |
| Equifax Commercial | Company credit | never | Listed financials are not a commercial credit file. | The bureau file is the product. |
| OpenCorporates | Registry / legal entities | fast | The legal-entity spine is free registers plus CIK and LEI, which we already join for US filers. | The work is crawling the registers that publish, not buying their API. |
| Sayari | Ownership / sanctions / trade | slice | OFAC, EDGAR, USAspending, Companies House, and CourtListener are public and join the graph we have. | Global trade documents and paid registry bulks stay theirs. |
| ZoomInfo | People / firmographics / intent | never | Officer names on a proxy are not direct dials or intent. | The contact graph and the visitor stream stay theirs. |
| Clarivate | IP / patents / scholarly | slice | USPTO, Espacenet, and WIPO documents are free and a short ingest. | Web of Science, Derwent abstracting, and CompuMark stay theirs. Cortellis has left Clarivate. |
| IBISWorld | Industry research | fast | Census, filings, and the private graph we already parse are the inputs. The written forecast is a model on them. | A figure that comes from their own store checks stays theirs. |
| GlobalData | Industry / pharma / thematic | fast | ClinicalTrials.gov, filings, and the news-parsed deal graph cover the public book. The analyst note is a model on that text. | A physician survey or a deal that never hits the press stays theirs. |
| Statista | Aggregated stats | slice | Official statistics are already public, and a market model on them is ours to build. We already carry a FRED set. | Their survey panel stays theirs. |
| Euromonitor | Consumer markets | slice | A category model on official statistics and filings is ours to build. | Their store audits and survey panel stay theirs. |
| ICE Data Services | Market data / fixed income / evaluations | never | TRACE prints and filings are a thin slice of US bond activity. | Evaluated prices are the product. |
| Nasdaq Data Link (Quandl) | Data marketplace / alt + Sharadar | slice | Sharadar fundamentals and insider tables track filings we already extract. | The premium price tables and the rest of the marketplace stay a license. |
| SIX Financial Information | Reference / pricing / corporate actions | slice | US corporate actions from filings and issuer press are a short cleanup. | Global pricing and the reference file stay a license. |
| Polygon.io | Market data API | never | A daily US print is not a trades-and-quotes API. | The feed, now sold as Massive, is a market-data license. |
| Intrinio | Fundamentals / filings API | slice | The filings and fundamentals API is data we already serve. | EquitiesEdge, Nasdaq Basic, and consensus stay a license. |
| TIKR | Retail/pro fundamentals terminal | slice | A filings, transcript, and 13F terminal is data we already have. | The page says the statements and forecasts are CapIQ. |
| GuruFocus | Fundamentals / 13F | now | Long-history financials, 13F screens, and Form 4 tracking are live. | A quote on the page is display, not the dataset. |
| Fiscal.ai | Filings / fundamentals terminal | now | Financials, segments, and KPIs from filings and IR are the product. finchat.io now points here. An estimate on that history is a model we can train. | A broker consensus, if they resell one, stays a license. Our own estimate does not need it. |
| Seeking Alpha | Research / transcripts / quant | slice | Transcripts and filings cover the data under the articles. A quant score on that book is a model we can ship. | Contributor essays stay theirs. |
| Finchat | AI fundamentals | now | The name now redirects to Fiscal.ai. The data job is the same filing extraction. | No separate corpus remains. |
| Intelligize (LexisNexis) | Filings / disclosure analytics | now | Filing, proxy, comment-letter, and ADV search is live, with section diffs. | Law-firm memos in the same product are the extra. |
| Aiera | Transcripts / events NLP | slice | Event transcripts are live. | Permissioned broker research and Third Bridge calls stay theirs. |
| Hudson Labs | Filings NLP / accounting flags | now | The corpus is filings and transcripts, which we have. Forensic flags are a model on that text. | An S&P consensus number inside the product is a license, and it is not the core. |
| Octus (ex-Reorg) | Credit / restructuring | slice | Indentures, credit agreements, 8-Ks, and public Chapter 11 dockets are extracted. A view on that text is a model we can publish. | The newsroom, unpublished private financials, and pre-announcement intelligence stay theirs. |
| 9fin | Credit / levfin | slice | Filed documents and XBRL cover the document layer. A credit view on that text is a model we can publish. | Loan marks, early deal intelligence, and private-credit reporting stay theirs. |
| Debtwire (ION) | Credit news / levfin | slice | The filing trail of a deal is already extracted, and a credit view on it is a model we can publish. | The credit newsroom stays theirs. |
| CreditSights | Credit research | fast | The filings their analysts read are ours, and a credit view on that text is a model we can publish. | Their client list is distribution, not a dataset. |
| Covenant Review | Credit docs / covenants | now | High-yield indentures are already text in the agreement graph, and a covenant score is a model on that text. | Private credit agreements that never get filed stay theirs. |
| S&P LCD | Leveraged loans / CLOs | never | Public-filer debt exhibits are not a loan mark. | Bids, clearing yields, and primary comps stay a license. |
| KBRA | Ratings | fast | A credit opinion on the filings and agreements we hold is a model we can ship. The published action is a short extract. | The KBRA rating itself stays theirs. |
| DBRS Morningstar | Ratings | fast | The same credit model covers the opinion. The published action is a short extract. | The DBRS rating itself stays theirs. |
| Credit Benchmark | Consensus bank credit views | never | Nothing in EDGAR is a bank's internal grade. | The consensus of those grades is the product. |
| Trepp | CMBS / CRE credit | slice | Public CMBS remittance is a document we can take quickly. A valuation on a tape we hold is a model. | Loan fields that exist only in a servicer file we cannot get stay theirs. |
| Mergermarket (ION) | M&A intelligence | never | Filings arrive after the story they are paid for. | Pre-announcement journalism stays theirs. |
| PrivCo | Private company financials | fast | A revenue and EBITDA model on the private graph we already parse from news, headcount, and filings is a product we can build. | A figure a company reports only to PrivCo stays theirs. |
| Grata | Private company search | fast | Seller intent is a model on news, job posts, and the people graph we already run. | A signal that exists only inside a banker's CRM stays theirs. |
| SourceScrub | Private company / banker intel | slice | Bankers and advisors named in the news and RSS feeds we already process sit in the people graph. | The off-market relationship file stays theirs. |
| Gain.pro | Private markets (Europe-heavy) | fast | UK filed accounts, European registries that publish, and the news-parsed deal graph are the spine. Sponsor ties come off the same people feeds. | Accounts that sit in a registry we would have to buy stay theirs. |
| Dealroom | VC / startups (Europe) | slice | Registries, press, and the crawl cover disclosed rounds. The who-raises-next call is a model on that graph. | Founder submissions and the government-partner feeds stay theirs. |
| Tracxn | Startups | now | Funding and M&A parsed from news, RSS, and open crawl are already the private graph. The taxonomy is a model on it. | A round that never appears in a filing, a press hit, or a crawl stays theirs. |
| Burgiss (MSCI) | PE fund performance | never | Form D and ADV do not contain LP cashflows. | Fund performance reported by LPs and GPs stays theirs. |
| With Intelligence | Hedge funds / allocators | slice | ADV and 13F cover the registered adviser and the long-equity book. | Mandates and manager-reported performance stay theirs. |
| Guidepoint | Expert network | never | Public transcripts are not an expert library. | The network stays theirs. |
| Third Bridge | Expert transcripts + network | never | Public transcripts are not an investor-led interview library. | The library stays theirs. |
| Dialectica | Expert network | never | Public transcripts are not an expert network. | The network stays theirs. |
| Coleman Research | Expert network | never | Public transcripts are not an expert network. | The network stays theirs. |
| Hebbia | AI diligence / document matrix | now | The public connectors an agent needs, EDGAR, transcripts, dockets, and registries, are data we already serve through MCP. | Their licensed connectors and the customer's own files stay outside. |
| Rogo | AI IB / PE workflows | now | EDGAR, Companies House, EDINET, and CourtListener are the public half, and the private graph from news and RSS sits beside them. | FactSet, CapIQ, and PitchBook connectors stay licenses. A rating model on our corpus is our own product. |
| Fintool | AI filings research | now | The live domain now redirects to Microsoft 365. The product the index still describes is an agent over filings we already have. | There is no remaining filings corpus to license. Confirm the company is actually gone before treating the logo as a target. |
| Brightwave | AI equity research | never | We do not hold a client's private diligence folder. | Tidebreak runs on files on the user's machine. |
| Bloomberg Second Measure | Alt-data (card) | never | Reported revenue is not a card panel. | The panel is theirs. |
| Consumer Edge | Alt-data (card / receipts) | never | Filings are not card, click, or receipt panels. | The panels are theirs. |
| M Science | Alt-data (multi) | never | A filing is not a curated transaction feed. | The feeds and the licensed panel stay theirs. |
| Facteus | Alt-data (card) | never | Filings are not a debit panel. | The panel is theirs. |
| Thinknum | Alt-data (web / jobs / pricing) | fast | Job posts, store lists, prices, and app listings are public pages. | The asset is a cleaned history of crawls we can start now. |
| Revelio Labs | Workforce alt-data | fast | Public profiles, career pages, and job boards are the raw material. | The taxonomy and the panel are engineering on those pages. |
| LinkUp | Job-posting alt-data | fast | Employer career sites are public. | A deduped, ticker-mapped history is a crawl, not a purchase. |
| Sensor Tower | App intelligence | never | Store listings are public. Usage is not. | The device panel is theirs. |
| data.ai (ex-App Annie) | App intelligence | never | The live site says Sensor Tower owns it. The product is the same panel. | Usage and ad telemetry stay theirs. |
| Advan Research | Foot traffic / card | never | A store list is not GPS traces or a card panel. | Both panels are theirs. |
| SafeGraph | Places / POI | fast | OpenStreetMap, store locators, and the open web are the raw places file. A cleaned monthly extract is a crawl on sources that publish. | Nothing in that core requires their license. |
| Vortexa | Energy cargo / shipping | never | Port notices are not AIS and satellite cargo. | The sensor record is theirs. |
| Kpler | Commodities / cargo flows | never | Filings mention cargos late. | AIS and the derived flow are theirs. |
| Panjiva (S&P) | Trade / bills of lading | slice | US vessel manifests are public. A US slice is a parse-and-resolve job. | The multi-country resolved file stays an S&P license. |
| ImportGenius | Trade / customs | fast | US import and export manifests are public CBP records. | The work is parsing and name resolution onto our company ids. |
| Eagle Alpha | Alt-data marketplace | never | We can list datasets on their marketplace. We should not rebuild the marketplace. | Each listing is someone else's panel. |
| Altrata / Wealth-X / RelSci | Wealth / relationships (owns BoardEx) | now | The relationship graph is the same people file as BoardEx: filings plus about 100,000 RSS feeds in 16 languages. A relationship score is a model on those edges. Insider Focus already sells the public wealth line. | A wealth figure that exists only in a contributed dossier, and never in a filing, a deed, or the press, stays theirs. |
| Candid (GuideStar) | Nonprofit / foundations | now | 990s, the exempt-organization master file, and revocations are public, and foundations are already extracted. | A grant-level graph on Schedule I is a short build on filings we have. |
| ISS ESG | ESG (separate from proxy ISS) | fast | The underlying disclosures are collectable quickly, and the rating is a model on them. | Their badge stays theirs. |
| RepRisk | ESG controversy | fast | The news and filing events are already in our corpus. The controversy index is a model on that text. | Their index brand stays theirs. The model is ours to ship. |
| Clarity AI | ESG | fast | Raw disclosures are the input, and the score is a model on them. | Their badge stays theirs. |
| Truvalue Labs (FactSet) | ESG NLP | fast | News and filings, the inputs, are corpora we have. Pulse and Momentum are models on that text. | Their score brand stays theirs. |
| EcoVadis | Supply-chain ESG ratings | never | A CSR report is not a supplier questionnaire. | The questionnaire responses and the medals stay theirs. |
| CDP | Climate disclosure | fast | Public CDP responses, 10-K climate text, and EPA series are free. | Their A-to-F score is a side product. The archive of unpublished responses stays theirs. |
| Estimize | Crowdsourced estimates | never | A model we train on filings is our own number. It is not this crowd. | The contributor estimates are the product. |
| Wall Street Horizon | Corporate events calendar | fast | Announced earnings, dividends, and conferences are on 8-Ks, IR pages, and press we already ingest. | Unconfirmed-date forecasts are a model on that same public set. |
| StreetAccount (FactSet) | Sell-side news squawk | never | Filings and transcripts are the adjacent product, and we have them. | The sell-side squawk is the product. |
| The Fly | News squawk | never | A headline RSS feed is not their squawk. | The squawk and the exclusives stay theirs. |
| MT Newswires | Newswire | never | Our news corpus is not their newsroom. | The XML wire is the product. |
| Dataminr | Real-time event detection | slice | A detector on about 100,000 RSS feeds in 16 languages, plus GDELT, is a product whose input we already process. | The social firehose and the sub-minute licensed inputs stay theirs. |
| CoStar | CRE data | never | County assessor rows are a fragmented slice of ownership. | Listings, asking rents, and the national lease file stay theirs. |
| MSCI Real Capital Analytics | CRE transactions | never | A recorded deed, where a county publishes it, is not a global transaction database. | The resolved capital-flow file stays theirs. |
| Green Street | REIT / CRE research | slice | REIT filings and property schedules are ours. A NAV and a recommendation on that book are models we can publish. | The private-market transaction book stays theirs. |
| AM Best | Insurance ratings | fast | A financial-strength view on statutory statements and published actions is a model we can ship. | The AM Best rating itself stays theirs. |
| Haver Analytics | Macro / economic | slice | FRED covers a wide US set, and we already keep a vintaged slice. | The cleaned global library stays a license. |
| CEIC | Macro (EM-heavy) | slice | Public pages of statistical offices cover a fraction of the series. | The cleaned emerging-market history stays a license. |
| Macrobond | Macro workstation | slice | US series overlap FRED, which we have. | The revision database and the global library stay a license. |
| Oxford Economics | Macro forecasts | fast | Historical official series are public, and a forecast on them is a model we can ship. | The model we publish is our own. |
| PatSnap | Patents | fast | Patent-office full text is free. Search, family grouping, and a valuation score are engineering and a model on that text. | The chemical and sequence layers can wait. |
| Broadridge | Proxy / shareholder comms | never | The proxy and the later N-PX vote are public. | Street-name distribution exists only inside their network. |