Capital Markets & Research AI
S

SESAMm

SESAMm sells ESG, reputational, supplier and KYC risk intelligence to private equity firms, asset managers, banks, insurers and compliance teams. Its AI reads more than 30 billion documents from over 4 million public and premium sources in more than 100 languages, and flags controversies and risks on more than 5 million public and private companies.

Customers use it to screen companies before investing or onboarding and to monitor portfolios and suppliers, through a hosted dashboard, alerts and integration into their own workflow tools. It has added AI agents to its product line. Its methodology page says its Controversy Exposure Score is produced under the EU's ESG ratings regulation.

Named customers include Carlyle, BNP Paribas, Allianz Commercial, Raiffeisen Bank International, Sustainable Fitch and Caisse d'Epargne Rhône Alpes. SESAMm is based in France.

Last VerifiedOctober 3, 2026
Compare SESAMm with other vendors
Founded
2014
Headquarters
Paris, France
Website
www.sesamm.com
Categories
capital-markets-ai, compliance-and-surveillance, 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

Language models turn more than 30 billion documents in over 100 languages into ESG, reputational and supplier risk flags.

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

Analysts and compliance teams decide what to do with each alert and score. The newer AI agents come with no stated limits on what they may do alone.

Model Risk Management and Transparency
CC on Model Risk Management and TransparencyTransparency is claimed in general terms with no mechanism a model validator could interrogate.
Vendor Published

A methodology document for the Controversy Exposure Score is linked, but the web pages carry no accuracy, precision or validation figures.

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

Carlyle, BNP Paribas and Raiffeisen Bank International are among the named customers, yet the closest thing to a result is Raiffeisen saying it can now answer business questions within days.

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

A private equity firm's watchlist reveals which companies it is circling, and SESAMm doesn't say how searches and watchlists are stored, kept apart or used.

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

Companies, not consumer accounts, are what SESAMm analyzes, and its October 18, 2022 privacy policy covers the public information it processes about individuals. Client data held in the platform isn't addressed by it.

Security Certifications and Trust Center
CC on Security Certifications and Trust CenterA single footer line, or certifications asserted without being enumerated, which is weaker than naming them because it invites an assumption a buyer cannot check.
Vendor Published

HTTPS, monitoring and breach notification are described in the privacy policy, yet SESAMm names neither a certification nor an audit report.

Regulatory Status and Licensure
BB on Regulatory Status and LicensureThe regulatory position is clearly stated and appropriate to the product, with part of the verification left to the buyer.
Vendor Published

Regulation (EU) 2024/3005, the EU's ESG ratings law, is the regime SESAMm says it operates under. An ESMA authorization or register entry isn't shown.

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

Heavily covered markets generate more controversies than lightly covered ones, so two similar companies can score differently on coverage alone. No breakdown by market, language or company size is published.

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

A company flagged for a controversy isn't the customer and may never learn it was flagged, and SESAMm offers no published route to contest or correct a flag.

Integration and Deployment
Model Supply Chain Disclosure
BB on Model Supply Chain DisclosureSubstantial partial disclosure, or a chain that is structurally short: an explicit in house build, on premise deployment, per customer instances, or zero retention at the model layer.
Vendor Published

More than 4 million public and premium sources feed the scores, though neither the model provider nor any individual premium source is named.

Core Systems and Integration Depth
BB on Core Systems and Integration DepthNamed systems or a documented public API, with the depth or the production evidence left open.
Vendor Published

Sayari builds SESAMm's insights into its own risk platform, but no system of record is named and there's no public API documentation.

Deployment Model and Data Residency
CC on Deployment Model and Data ResidencyCloud only with nothing stated, which is the category norm.
Vendor Published

OVH hosts the platform in Roubaix, France, with no residency commitment, region choice or private option on offer.

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

The dashboard, alerts and workflow integration are sold without a published price, so whether cost follows companies monitored, users or data volume is unknown.

Institution and Segment Coverage
AA on Institution and Segment CoverageThe financial segments served are named and each carries its own maintained material, whether the coverage is broad or deliberately narrow.
Vendor Published

Coverage spans more than 5 million public and private companies, and buyers run from private equity firms and banks to supply chain managers.

Tracked Since Listing

Product updates

Material product, regulatory, evidence and commercial changes at SESAMm, each verified against a live source and tagged to the capability axis it bears on. Funding rounds and awards are not product changes and are not logged.

Sep 21, 2026Product / capability

TextReveal API release 3.33.0 adds universe level metrics routes that return case and event counts with intensity score distributions, plus entity counts grouped by highest UNGC classification, all filterable by ISIC4 sector. It also adds an experimental Universes CES Overview route that aggregates Controversy Exposure Scores for a whole universe over time (min, max and average by period), an ISIC4 sector filter on universe case, event and document routes, an entity annual revenue field, and custom column labels for CSV case and event report exports.

Bears on: Core Systems and Integration DepthSource
Our read on this update →Tracked since Sep 2026
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 SESAMm

Vendors in the same categories as SESAMm 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.

Bridgewise sells AI investment research and advice tools to stock exchanges, banks, brokerages, trading and CFD platforms, asset managers and wealth advisers, who embed them for their own customers.

MioTech builds sustainability and ESG data infrastructure for Asian capital markets, using natural language processing and a knowledge graph to mine more than 12,000 public sources across…

Terminal X, built by Project Pluto Inc, is an agentic research platform for institutional investors, founded in New York in August 2022 by chief executive Hyun Hong, who spent a decade in…

73 Strings sells valuation and portfolio intelligence software to private capital firms and the institutions that invest with them.

Accelex automates the extraction of investment data from private markets fund documents for asset owners, allocators, institutional investors and the asset servicers acting for them.

bondIT sells AI fixed income software for portfolio construction, credit analytics and trading to insurers, wealth managers, financial institutions, asset owners and asset managers.

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.

Contact us

Found a vendor we missed? Have feedback on the index? We’d love to hear from you.

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.
© 2026 AI FinTech Index
3801 N Capital of Texas Hwy, Ste E240 · Austin, TX 78746