Capital Markets & Research AI
K

Keye

Keye automates the financial diligence that private equity and private credit teams run on a target company. It takes raw deal files in any format and returns structured analysis a deal team can use.

Models read and structure the data, and deterministic pipelines do the arithmetic, so every figure links back to its source. Outputs include cohort and margin analysis and anomaly detection, exported to Excel with live formulas.

Keye states that funds managing more than $1.4 trillion use it and that it saves more than five days per deal. It promises zero data retention and no training on customer data, and names a SOC 2 Type 2 examination. Keye, Inc. is based in New York.

Last VerifiedOctober 2, 2026
Compare Keye with other vendors
Founded
2021
Headquarters
New York, New York, United States
Website
www.keye.co
Categories
capital-markets-ai, wealth-and-advisory
Assessment

Capability Axes

Capability grades

15 of 15 axes rated · 8 graded A or B

AI Capability
AI Centrality
AA on AI CentralityThe artificial intelligence is the product. Remove the models and there is nothing left to sell.
Vendor Published

Proprietary models read deal files of any format and produce structured analysis along a chain of thought modeled on how a deal team works, while deterministic pipelines handle the arithmetic. Remove the models and a folder of documents and a spreadsheet are left.

Autonomy and Oversight Model
BB on Autonomy and Oversight ModelA written commitment that the models work alongside human judgment, with real review surfaces, short of the full control structure: commonly the threshold at which the system stops or what happens after it is wrong.
Vendor Published

The product analyzes and never acts, and an analyst can change assumptions, reload the export and have the system update its work. Confidence per analysis, flags on low certainty extractions and guidance on what to verify before a number reaches an investment committee are not described.

Model Risk Management and Transparency
BB on Model Risk Management and TransparencyReal transparency mechanisms are published, such as per alert explainability, confidence scoring or split testing, without the validation package or supervisory mapping behind them.
Vendor Published

Live formulas rather than pasted values come in the spreadsheet export, so a reviewer can audit the calculation chain inside their own tool without the vendor. Neither accuracy measurement nor error analysis by document type is published, and model documentation is absent.

Operational and Outcome Evidence
BB on Operational and Outcome EvidenceVendor aggregate claims with real figures, or audited scale disclosures from a publicly listed company.
Vendor Published

Testimonials name roles and fund sizes, such as a principal at a fund managing more than $45 billion, but never a firm or a person. Aggregates cover funds with $1.4 trillion under management, five days saved per deal and 40 percent more deals at one firm.

AI Safety and Data Stewardship
CC on AI Safety and Data StewardshipGeneral assurances that do not answer the question this axis asks, which is whether one customer’s data trains models serving its competitors. Unbounded cross client learning stated with no boundary grades here too.
Vendor Published

Training is the unsettled point: the homepage rules out training on customer data, while the privacy policy refers to training models with an opt out. Its cross client boundary is asserted in one document and qualified in another.

Regulatory and Compliance
GLBA and Data Privacy Posture
BB on GLBA and Data Privacy PostureA substantive privacy document that reaches the product itself, short of the subprocessor list or the full data handling detail.
Vendor Published

Uploaded files fall under a privacy policy updated February 3, 2025, which names service provider categories. The homepage promises zero data retention, yet the policy keeps information as long as legitimate business purposes require, and the two do not match.

Security Certifications and Trust Center
BB on Security Certifications and Trust CenterA recognized certification named in the vendor’s own material without the artifact, or with a scope or renewal question the buyer has to raise.
Vendor Published

SOC 2 Type 2 and end to end encryption are named on the homepage, though a SOC 2 examination is an attestation rather than a certification and the privacy policy speaks only of commercially reasonable safeguards. Audit period, auditor and trust portal are unpublished.

Regulatory Status and Licensure
CC on Regulatory Status and LicensureThe regulatory position is unstated. Most vendors in this index are technology suppliers and being unlicensed is the correct posture, so this grade records silence about the posture, not a missing license.
Vendor Published

Registered advisers among the customers carry recordkeeping and marketing rules tied to the analysis and valuations they produce. No supervisory instrument is named, nothing places generated diligence inside supervised records, and Keye itself is not licensed, nor does it need to be.

AI Governance and Bias Disclosure
CC on AI Governance and Bias DisclosureResponsible artificial intelligence committed to in policy language with no evaluation behind it, on a product whose bias surface is modest.
Vendor Published

Analysis described as 100 percent accurate and free of human error sits uneasily with quality of earnings work, which turns on judgment about unusual accounting and inconsistent formats. Accuracy measurement and an account of where the system degrades are both unpublished.

AI Liability and Recourse
CC on AI Liability and RecourseMechanisms that enable challenge, such as audit trails and source traceability, with nothing standing behind the output and no route for the person affected.
Vendor Published

Every output carries its sources and supporting quotes, so a wrong figure can be traced to the document it came from. Keye publishes no remedy for one that reaches an investment committee and shapes a bid, and the party harmed is usually the fund's own investors rather than anyone holding a contract.

Integration and Deployment
Model Supply Chain Disclosure
CC on Model Supply Chain DisclosureThe architecture is described and no provider is named.
Vendor Published

Models described as proprietary and trained on private equity documents suggest an owned analytical layer. Infrastructure providers appear only as categories, and whether any external model is called during processing is unstated.

Core Systems and Integration Depth
CC on Core Systems and Integration DepthIntegration claimed through standards or connectors with no system named and nothing to verify.
Vendor Published

Ingestion takes raw deal files of any type, which suits an unstructured data room, and output follows one path, the spreadsheet export. Integrations with data rooms, customer relationship or portfolio monitoring systems are not named, and no developer documentation is published.

Deployment Model and Data Residency
BB on Deployment Model and Data ResidencyStated residency commitments or regional hosting options.
Vendor Published

Processing and storage on American servers are committed in the privacy policy. Cloud provider and private hosting options are unnamed.

Commercial
Commercial Transparency
CC on Commercial TransparencyNo price is published and engagement runs through a demo form, which is the norm in this index.
Vendor Published

A booked demo is the only route to pricing, with no rates, tiers or seat cost published. Deal teams count cost in associate hours, and whether charging follows seats, deals or documents is left unsaid.

Institution and Segment Coverage
BB on Institution and Segment CoverageNamed segments with dedicated material behind part of the coverage.
Vendor Published

Private equity and private credit investors are the single target, with financial diligence, CIM analysis and deal flow covered and a Capital AI blog written for private investment teams. Material is not split by fund type, so growth or credit strategies get the same description.

Head to Head

Compared With

Most editorial comparisons pair two vendors the index assesses as direct competitors for the same buyer. Some pair vendors that are adjacent rather than rival, where the useful question is where one ends and the other begins. Each carries a verdict, the buyer conditions that favor each vendor, and a graded side by side.

Alternatives to Keye

Vendors in the same categories as Keye whose profiles look most alike, each with a line on what the product does. Similar is not the same: check that each one does the job you need. No vendor pays for placement.

Samaya AI builds research agents for investment banks, sales and trading desks, hedge funds and asset managers.

BlueFlame sells AI deal intelligence software to private equity firms, investment banks, private credit lenders, real estate investors, endowments and hedge funds.

Capsa AI sells an AI operating system to private equity firms and other private capital investors.

FinTech Studios runs an AI intelligence engine that turns news, filings, regulatory updates and market data into cited research for financial professionals.

Alkymi turns the documents that carry private markets data, such as capital calls, schedules of investments, loan agent notices and statements, into structured data.

Boosted.ai builds Alfa, an AI research system that watches companies, portfolios and market events and writes sourced briefs and memos.

The index publishes no overall score or ranking. See what we assess and the methodology.

Commercial

Pricing

Vendor-published figures are labeled as such. Figures labeled “Estimated” are derived from third-party sources and have not been confirmed by the vendor.

No pricing data has been verified for this vendor. Pricing information will be published here once confirmed through vendor disclosure or third-party estimation.

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AI FinTech Index

The AI FinTech Index is an independent index that tracks changes to AI vendors in financial services. It holds 610 vendors across banking, lending, insurance, wealth, capital markets and financial crime compliance, each graded on the same 15 capability axes from public sources. No vendor pays for inclusion, placement, or rating.

Index Status
Last index update
October 20, 2026
The AI FinTech Index is an editorial reference, not a regulatory body. Vendor data is verified against published sources and public regulatory filings. Figures labeled “Estimated” have not been confirmed by the vendor. See the Methodology page for evaluation standards and limitations.
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