Elucidate

Twelve learned capabilities are published, among them network analysis for nesting and layering, behavioral clustering and confidence scored matching, with the Eli agent built on language model work. Its regulated benchmark pulls the other way: an index must be reproducible and limit discretion, so it is a specified methodology with models feeding its inputs, and it would survive without them in reduced form.

Eli is presented as an autonomous agent that screens, monitors and investigates, and narrative generation for suspicious activity reports is among its capabilities. User decisions on screening outcomes are recorded, but no approval step stands between a generated narrative and a filing.

Article 27 and Article 26 statements document the benchmark methodology and compliance, with nine scores built from more than 1,200 data points. No comparable documentation is published for the agent layer.

Valerie Brunner of Raiffeisen Bank International's management board and Miguel Attard of Sparkasse Bank Malta are quoted, and Afreximbank, Ecobank and Wells Fargo appear as customers. A homepage panel labeled live shows 99.7 percent screening accuracy and a false positive rate under 0.1 percent, with no date, definition or method.

An ISO 42001 mark for AI management sits on the homepage without a certificate, certification body or scope. Whether customer or respondent data trains models serving other banks, or what the Eli agent retains, is not stated.

Input data protocols define what respondent institutions submit and how it is handled, with pseudonymization applied inside the bank before data leaves it. The core product scores institutions rather than people, but due diligence write ups reach the individuals behind entities, and no subprocessor list or retention schedule is published.

ISO 27001 certification was announced against the 2013 revision, whose transition period closed in October 2025, and the current homepage mark carries no revision, certificate number or certification body. Renewal, and whether the scope reaches the Eli agent, are left for the buyer to confirm.

Authorization as a benchmark administrator under the European Union Benchmarks Regulation puts Elucidate GmbH on the register of the European Securities and Markets Authority, supervised by the German Federal Financial Supervisory Authority. That authorization covers the Elucidate FinCrime Index alone, saying nothing about supervision of the module builder or the Eli agent.

Conflict of interest controls, oversight of discretion and supervised methodology apply to the exact scoring process Elucidate sells. Nothing tests whether scores differ by jurisdiction for reasons of data availability rather than conduct, which matters because correspondent withdrawal has fallen heavily on lower income markets.

Scored institutions that believe a score is wrong can challenge it through the published complaint handling procedure, with the German supervisor standing behind the process. Only the benchmark is covered; the module builder and the Eli agent carry no published terms, warranty or service level.

More than 17 external sources feed the benchmark and 38 sanctions and watchlist sources feed screening, yet no data supplier is named. Narratives from the agent come with no model provider named, and nothing says whether case material reaches a third party during generation.

SWIFT and ISO 20022 messages are supported natively, and its capabilities are callable as tools through an API documented at docs.elucidate.co. Integrations with existing know your customer and transaction monitoring stacks are given as claims rather than named systems.

A hosted login on its own subdomain is the delivery model, with no hosting provider, region or on premises option named. Respondent banks submit their own financial crime control data, and customers span five continents, so where that data rests is a live question.

Price, tier, billing unit and contract term are unpublished for the benchmark, the module builder and the agent, and entry is a 30 minute demonstration that scores a counterparty the buyer brings. Still, a published change or cessation procedure tells a buyer what happens if the benchmark it relies on is altered or withdrawn.

One job is the focus, counterparty financial crime risk in correspondent and network banking, with separate material for network banks, domestic banks and payment institutions. References run across Europe, Africa and the United States, while insurers, credit unions and community banks get no material.