Hebbia
AI platform for finance professionals: Matrix runs analysis across document sets, and Max is an analyst agent for deal teams.
Total funding$161M
Valuation$700M
Employees45
Founded2020
HeadquartersNew York, USA
New York, USAStatusPrivate
Total funding (est.) — news.crunchbase.com · 8 Jul 2024Valuation (est.), Employees (est.) — forbes.com · Apr 2025Founded — en.wikipedia.org · 11 Sep 2026
hebbia.com
Products
Selected offerings — the AI products recorded here, not the vendor's full catalogue.
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Hebbia Matrix Agent platform
Runs a document set through a grid of prompts, producing a table of answers with each cell traced to its source.
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Hebbia Max AI agent
An AI analyst agent for deal teams that builds financial models, decks and dashboards from firm and market data, and works over email.
Closest alternatives 7
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RogoPrivate · $300M raisedHebbia's own official comparison page ranking itself as the top Rogo alternative.3 of 3 capabilitiesShared product typeSourced competitorSearch our internal documentsCompareA
AlphaSensePrivate · $7.5BHebbia's own official comparison page positioning itself against AlphaSense.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareH
HarveyPrivate · $11BSame Contrary Research report; corroborated reciprocally by Hebbia's own Contrary Research report, which names Harvey as a direct competitor.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareA
AmazonPublic · $2.8TSame quote/source as IBM.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareI
IBMPublic · $216.6BSame report, "Incumbents" subsection.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareM
MicrosoftPublic · $3.7TSame quote/source as IBM.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareG
Glean (Glean Technologies)Private · $7.2BSame report/section as Harvey.1 of 3 capabilitiesDifferent layerLarger scaleSourced competitorSearch our internal documentsCompare
RogoPrivate · $300M raisedHebbia's own official comparison page ranking itself as the top Rogo alternative.3 of 3 capabilitiesShared product typeSourced competitorSearch our internal documentsCompareAAlphaSensePrivate · $7.5BHebbia's own official comparison page positioning itself against AlphaSense.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareHHarveyPrivate · $11BSame Contrary Research report; corroborated reciprocally by Hebbia's own Contrary Research report, which names Harvey as a direct competitor.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareAAmazonPublic · $2.8TSame quote/source as IBM.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareIIBMPublic · $216.6BSame report, "Incumbents" subsection.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareMMicrosoftPublic · $3.7TSame quote/source as IBM.2 of 3 capabilitiesShared product typeLarger scaleSourced competitorSearch our internal documentsCompareGGlean (Glean Technologies)Private · $7.2BSame report/section as Harvey.1 of 3 capabilitiesDifferent layerLarger scaleSourced competitorSearch our internal documentsCompareSimilar products 45
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TIFINPrivate · $842MHebbia Matrix and TIFIN.AI do comparable work on document extraction and financial analysis; same layer and the same scale band (early-stage private).2 of 3 capabilitiesShared product typeSame scale bandCompareR
RilletPrivate · $1BHebbia Max and Rillet Aura AI do comparable work on financial analysis; similar scale (private).2 of 3 capabilitiesShared product typeCompareS
SASPrivateHebbia Matrix and SAS Fraud Decisioning do comparable work on financial analysis; SAS's scale not recorded; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNA
Nomic AIPrivateHebbia Max and Nomic Platform do comparable work on document extraction; Nomic AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareML
Mintplex LabsPrivateHebbia Matrix and AnythingLLM Cloud do comparable work on document extraction; Mintplex Labs's scale not recorded; ships application rather than the same layer.2 of 3 capabilitiesDifferent layerCompareCA
Contextual AIPrivate · $100M raisedHebbia Matrix and Contextual AI Platform do comparable work on document extraction; similar scale (private).2 of 3 capabilitiesShared product typeCompareB
BasisPrivate · $1.2BHebbia Max and Basis do comparable work on financial analysis; similar scale (private).1 of 3 capabilitiesShared product typeCompareB
BoxPublic · $4.8BHebbia Max and Box AI Agents do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareE
ElicitPrivate · $100MHebbia Max and Elicit do comparable work on document extraction; same layer and the same scale band (early-stage private).2 of 3 capabilitiesShared product typeSame scale bandCompareL
LuminancePrivate · $400MHebbia Matrix and Luminance AI Contract Review do comparable work on document extraction; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerSame scale bandCompareI
IntuitPublic · $97.9BHebbia Max and Intuit Enterprise Suite AI Agents do comparable work on financial analysis; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareVS
Veeva SystemsPublic · $45.5BHebbia Max and Veeva Falcon MLR do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareI
Inception42PrivateHebbia Matrix and Alpha do comparable work on financial analysis; Inception42's scale not recorded.1 of 3 capabilitiesShared product typeCompareW
WorkdayPublic · $49.3BHebbia Matrix and Workday Contract Lifecycle Management do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareD
DropboxPublic · $7.8BHebbia Matrix and Dropbox Dash do comparable work on document extraction; larger scale (public); ships application rather than the same layer.2 of 3 capabilitiesDifferent layerLarger scaleCompareH
HubSpotPublic · $13BHebbia Max and Data Agent do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareL
LegoraPrivate · $5.6BHebbia Matrix and Legora Portal do comparable work on document extraction; larger scale (private).1 of 3 capabilitiesShared product typeLarger scaleCompareR
ReworkdPrivate · $4M raisedHebbia Max and Reworkd do comparable work on document extraction; similar scale (private).1 of 3 capabilitiesShared product typeCompareD
DocusignPublic · $12.7BHebbia Matrix and Docusign Agreement Manager do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareZ
ZendeskPrivate · $10.2BHebbia Matrix and Zendesk Knowledge do comparable work on document extraction; larger scale (private).2 of 3 capabilitiesShared product typeLarger scaleCompareQ
QuantexaPrivate · $2.6BHebbia Matrix and Quantexa Decision Intelligence Platform do comparable work on financial analysis; larger scale (private); ships application and platform rather than the same layer.2 of 3 capabilitiesDifferent layerLarger scaleCompareP
PeakAcquired ($119M deal)Hebbia Matrix and Peak Pricing AI do comparable work on financial analysis; Peak is acquired, with no independent scale; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareW
WriterPrivate · $1.9BHebbia Matrix and WRITER Knowledge Graph do comparable work on document extraction; larger scale (private).2 of 3 capabilitiesShared product typeLarger scaleCompareS
ServiceNowPublic · $130.1BHebbia Matrix and ServiceNow Document Intelligence do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareA
AdobePublic · $115.9BHebbia Matrix and Adobe Acrobat Studio do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareR
RobinhoodPublic · $108.6BHebbia Matrix and Robinhood Agentic Trading do comparable work on financial analysis; larger scale (public); ships application rather than the same layer.1 of 3 capabilitiesDifferent layerLarger scaleCompareO
OpenTextPublicHebbia Matrix and OpenText Aviator do comparable work on document extraction; OpenText's scale not recorded; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareX
Xiao-iPublicHebbia Matrix and DIF do comparable work on financial analysis; smaller scale (public); ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCH
Cohere HealthPrivate · $200M raisedHebbia Matrix and Cohere Review Assist do comparable work on document extraction; similar scale (private); ships application and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareA
AbridgePrivate · $5.3BHebbia Matrix and Abridge for Revenue Cycle do comparable work on document extraction; larger scale (private); ships application rather than the same layer.1 of 3 capabilitiesDifferent layerLarger scaleCompareE
EliseAIPrivate · $384M raisedHebbia Matrix and Lease Audits do comparable work on document extraction; similar scale (private).1 of 3 capabilitiesShared product typeCompareU
UiPathPublic · $7.2BHebbia Matrix and UiPath Communications Mining do comparable work on document extraction; larger scale (public).1 of 3 capabilitiesShared product typeLarger scaleCompare4
4ParadigmPublic · $2BHebbia Matrix and 4Paradigm Sage HyperCycle do comparable work on document extraction; larger scale (public); ships application, hardware and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerLarger scaleCompareP
PresightPublic · $5.6BHebbia Matrix and Presight Financial Solutions do comparable work on financial analysis; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareA
AirtableAcquired ($2.3B deal)Hebbia Matrix and Omni do comparable work on document extraction; Airtable is acquired, with no independent scale; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareKH
Kakao HealthcarePrivateHebbia Matrix and HAYCORN do comparable work on document extraction; Kakao Healthcare's scale not recorded; ships application and data service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareI
IroncladPrivateHebbia Matrix and Ironclad Jurist do comparable work on document extraction; Ironclad's scale not recorded; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareY
YandexPublicHebbia Matrix and Yandex Vision OCR do comparable work on document extraction; Yandex's scale not recorded; ships API service, application and 2 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareL
LlamaIndexPrivateHebbia Matrix and LlamaParse do comparable work on document extraction; LlamaIndex's scale not recorded; ships API service, data service and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAL
AI21 LabsPrivate · $1.4BHebbia Matrix and AI21 Maestro do comparable work on document extraction; larger scale (private).2 of 3 capabilitiesShared product typeLarger scaleCompareL
LightOnPublic · $29.6MHebbia Matrix and LightOn API do comparable work on document extraction; smaller scale (public); ships API service and application rather than the same layer.2 of 3 capabilitiesDifferent layerSmaller scaleCompareU
UpstagePrivate · $958.8MHebbia Matrix and Upstage Studio do comparable work on document extraction; same layer and the same scale band (early-stage private).1 of 3 capabilitiesShared product typeSame scale bandCompareAA
Automation AnywherePrivateHebbia Matrix and Context Intelligence Graph do comparable work on document extraction; Automation Anywhere's scale not recorded.2 of 3 capabilitiesShared product typeCompareAA
Aleph AlphaPrivate · $500M raisedHebbia Matrix and PhariaAI do comparable work on document extraction; similar scale (private); ships model API and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompare01
01.AIPrivateHebbia Matrix and TrueNorth AI Decision Platform do comparable work on financial analysis; 01.AI's scale not recorded; ships application, model API and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompare
TIFINPrivate · $842MHebbia Matrix and TIFIN.AI do comparable work on document extraction and financial analysis; same layer and the same scale band (early-stage private).2 of 3 capabilitiesShared product typeSame scale bandCompareRRilletPrivate · $1BHebbia Max and Rillet Aura AI do comparable work on financial analysis; similar scale (private).2 of 3 capabilitiesShared product typeCompareSSASPrivateHebbia Matrix and SAS Fraud Decisioning do comparable work on financial analysis; SAS's scale not recorded; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNANomic AIPrivateHebbia Max and Nomic Platform do comparable work on document extraction; Nomic AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareMLMintplex LabsPrivateHebbia Matrix and AnythingLLM Cloud do comparable work on document extraction; Mintplex Labs's scale not recorded; ships application rather than the same layer.2 of 3 capabilitiesDifferent layerCompareCAContextual AIPrivate · $100M raisedHebbia Matrix and Contextual AI Platform do comparable work on document extraction; similar scale (private).2 of 3 capabilitiesShared product typeCompareBBasisPrivate · $1.2BHebbia Max and Basis do comparable work on financial analysis; similar scale (private).1 of 3 capabilitiesShared product typeCompareBBoxPublic · $4.8BHebbia Max and Box AI Agents do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareEElicitPrivate · $100MHebbia Max and Elicit do comparable work on document extraction; same layer and the same scale band (early-stage private).2 of 3 capabilitiesShared product typeSame scale bandCompareLLuminancePrivate · $400MHebbia Matrix and Luminance AI Contract Review do comparable work on document extraction; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerSame scale bandCompareIIntuitPublic · $97.9BHebbia Max and Intuit Enterprise Suite AI Agents do comparable work on financial analysis; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareVSVeeva SystemsPublic · $45.5BHebbia Max and Veeva Falcon MLR do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareIInception42PrivateHebbia Matrix and Alpha do comparable work on financial analysis; Inception42's scale not recorded.1 of 3 capabilitiesShared product typeCompareWWorkdayPublic · $49.3BHebbia Matrix and Workday Contract Lifecycle Management do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareDDropboxPublic · $7.8BHebbia Matrix and Dropbox Dash do comparable work on document extraction; larger scale (public); ships application rather than the same layer.2 of 3 capabilitiesDifferent layerLarger scaleCompareHHubSpotPublic · $13BHebbia Max and Data Agent do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareLLegoraPrivate · $5.6BHebbia Matrix and Legora Portal do comparable work on document extraction; larger scale (private).1 of 3 capabilitiesShared product typeLarger scaleCompareRReworkdPrivate · $4M raisedHebbia Max and Reworkd do comparable work on document extraction; similar scale (private).1 of 3 capabilitiesShared product typeCompareDDocusignPublic · $12.7BHebbia Matrix and Docusign Agreement Manager do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareZZendeskPrivate · $10.2BHebbia Matrix and Zendesk Knowledge do comparable work on document extraction; larger scale (private).2 of 3 capabilitiesShared product typeLarger scaleCompareQQuantexaPrivate · $2.6BHebbia Matrix and Quantexa Decision Intelligence Platform do comparable work on financial analysis; larger scale (private); ships application and platform rather than the same layer.2 of 3 capabilitiesDifferent layerLarger scaleComparePPeakAcquired ($119M deal)Hebbia Matrix and Peak Pricing AI do comparable work on financial analysis; Peak is acquired, with no independent scale; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareWWriterPrivate · $1.9BHebbia Matrix and WRITER Knowledge Graph do comparable work on document extraction; larger scale (private).2 of 3 capabilitiesShared product typeLarger scaleCompareSServiceNowPublic · $130.1BHebbia Matrix and ServiceNow Document Intelligence do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareAAdobePublic · $115.9BHebbia Matrix and Adobe Acrobat Studio do comparable work on document extraction; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareRRobinhoodPublic · $108.6BHebbia Matrix and Robinhood Agentic Trading do comparable work on financial analysis; larger scale (public); ships application rather than the same layer.1 of 3 capabilitiesDifferent layerLarger scaleCompareOOpenTextPublicHebbia Matrix and OpenText Aviator do comparable work on document extraction; OpenText's scale not recorded; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareXXiao-iPublicHebbia Matrix and DIF do comparable work on financial analysis; smaller scale (public); ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCHCohere HealthPrivate · $200M raisedHebbia Matrix and Cohere Review Assist do comparable work on document extraction; similar scale (private); ships application and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareAAbridgePrivate · $5.3BHebbia Matrix and Abridge for Revenue Cycle do comparable work on document extraction; larger scale (private); ships application rather than the same layer.1 of 3 capabilitiesDifferent layerLarger scaleCompareEEliseAIPrivate · $384M raisedHebbia Matrix and Lease Audits do comparable work on document extraction; similar scale (private).1 of 3 capabilitiesShared product typeCompareUUiPathPublic · $7.2BHebbia Matrix and UiPath Communications Mining do comparable work on document extraction; larger scale (public).1 of 3 capabilitiesShared product typeLarger scaleCompare44ParadigmPublic · $2BHebbia Matrix and 4Paradigm Sage HyperCycle do comparable work on document extraction; larger scale (public); ships application, hardware and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerLarger scaleComparePPresightPublic · $5.6BHebbia Matrix and Presight Financial Solutions do comparable work on financial analysis; larger scale (public).2 of 3 capabilitiesShared product typeLarger scaleCompareAAirtableAcquired ($2.3B deal)Hebbia Matrix and Omni do comparable work on document extraction; Airtable is acquired, with no independent scale; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareKHKakao HealthcarePrivateHebbia Matrix and HAYCORN do comparable work on document extraction; Kakao Healthcare's scale not recorded; ships application and data service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareIIroncladPrivateHebbia Matrix and Ironclad Jurist do comparable work on document extraction; Ironclad's scale not recorded; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareYYandexPublicHebbia Matrix and Yandex Vision OCR do comparable work on document extraction; Yandex's scale not recorded; ships API service, application and 2 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLLlamaIndexPrivateHebbia Matrix and LlamaParse do comparable work on document extraction; LlamaIndex's scale not recorded; ships API service, data service and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareALAI21 LabsPrivate · $1.4BHebbia Matrix and AI21 Maestro do comparable work on document extraction; larger scale (private).2 of 3 capabilitiesShared product typeLarger scaleCompareLLightOnPublic · $29.6MHebbia Matrix and LightOn API do comparable work on document extraction; smaller scale (public); ships API service and application rather than the same layer.2 of 3 capabilitiesDifferent layerSmaller scaleCompareUUpstagePrivate · $958.8MHebbia Matrix and Upstage Studio do comparable work on document extraction; same layer and the same scale band (early-stage private).1 of 3 capabilitiesShared product typeSame scale bandCompareAAAutomation AnywherePrivateHebbia Matrix and Context Intelligence Graph do comparable work on document extraction; Automation Anywhere's scale not recorded.2 of 3 capabilitiesShared product typeCompareAAAleph AlphaPrivate · $500M raisedHebbia Matrix and PhariaAI do comparable work on document extraction; similar scale (private); ships model API and platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompare0101.AIPrivateHebbia Matrix and TrueNorth AI Decision Platform do comparable work on financial analysis; 01.AI's scale not recorded; ships application, model API and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareClosest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.
Sources
- Total funding
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"Has raised a total of $161 million, per Crunchbase," stated directly alongside the $130M Series B announcement. Corrects the previously recorded $123M.
- Valuation
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"After raising a $130 million Series B last year led by Andreessen Horowitz, the company has a current valuation of $700 million." Forbes company profile, same source already cited for employees.
- Employees
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Forbes company profile for Hebbia, "Employees" stated as of April 2025. Read 2026-08-27.
- Founded
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CORRECTED from a previously recorded 2018: Wikipedia's infobox states "founded" as August 2020.
- Description
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Official documentation · 24 Sep 2026
"Purpose-built AI trusted by leading investors, bankers, lawyers, consultants, and Fortune 500 companies." Hebbia now sells itself as AI for finance, not generic document analysis.
Something wrong here? Send a correction — quote this company id: hebbia.