Banking · Insurance pilot v0.1.0

KYB Monitor

Continuously monitors a panel of validated suppliers / counterparties. Detects UBO changes, OFAC / EU / UN sanctions, litigation. Generates a weekly report for the RSSI plus real-time alerts on critical drift.

See the live demo Source code on GitHub

Measured gain

faux positifs vs revue manuelle

A 4-person Compliance team can manually track 100 counterparties. KYB Monitor lets you track 1,000 - without hiring. The weekly report is regulator-defensible: every drift is sourced and timestamped in the audit chain.

The problem

Continuous KYB is what Compliance does in Excel on Friday night.

Today

Manual monitoring

Excel on Friday nights, unmanageable volume of Refinitiv alerts

~100 monitorable counterparties

4 FTE Compliance team

→ 50-200 k€ / year for KYC solution + false positives

· Initial KYB done at onboarding, drift never actively monitored
· Refinitiv / Dow Jones dump unprioritized false alerts
· When ACPR / EBA / AMF inspects, the panel has drifted
· No traceability defensible to the regulator

The panel drifts, Compliance runs behind

With KYB Monitor

Automated continuous monitoring

1,000 counterparties monitored without hiring

1,000 counterparties monitored

4 FTE team unchanged

→ 10× coverage at constant headcount

› OSINT + internal KYB files via SharePoint, on the appliance
› Drift qualified 🔴 / 🟠 / 🟡 with timestamped sources
› Weekly report defensible to regulators (ACPR, EBA, AMF)
› Final decision reserved to the CISO / DPO

Every drift cited, timestamped, hashed

How it works

Four steps, from incoming document to human decision.

1

Panel definition

Compliance lists the monitored counterparties (internal file or customer DB query). The panel ranges 50 to 5,000 entities.
2

Continuous OSINT + internal-base lookup

Agent queries the internal KYB dossier base (`search_supplier_dossier`) and the OSINT feed (`search_news_mentions` - Factiva, LexisNexis, Refinitiv depending on subscription). 90-day rolling window.
3

Three-tier drift classification

🔴 blocking (OFAC/EU/UN sanctions, ACPR freeze, indictment) → 24h action. 🟠 to investigate (UBO shift to grey-list jurisdiction, licence loss) → 5 working days. 🟡 weak signal (press, rating downgrade) → 14-day follow-up.
4

Weekly report + audit chain

Executive summary, sourced drift cards, recommendations. Every 🔴 alert explicitly includes 'final decision reserved to the RSSI / DPO' - the agent informs, doesn't decide. Everything is hashed into the LMbox audit chain, regulator-defensible.

Architecture

Tools, connectors, deployment.

Tools (function-calling)

search_supplier_dossier
search_news_mentions

Optional connectors

sharepoint
outlook

Each connector activates based on the customer's subscription.

Deployment via the SDK

$ lmbox agent deploy ./kyb-monitor \
    --box BOX-XXX \
    --token "$LMBOX_BOX_API_KEY" \
    --api https://api.lmbox.ai

LMbox guarantees across the catalogue

Data stays with you

Model and data stay on the customer's LMbox appliance. No patient, contract or invoice data is ever sent to an external cloud.

Audit chain

Every tool call, every agent output is timestamped, hashed and admissible before the regulator (ACPR, ANSM, CNIL, EBA).

Human decision

The agent recommends, the human decides. No auto-signature, no auto-payment: final responsibility stays with the business.

Other catalogue agents

Law firms pilot

NDA Reviewer

Reads each incoming NDA, identifies non-standard clauses against the firm's internal template library, drafts an amendment memo for the responsible partner.

1 h 30

Measured gain · par contrat

2 tools 2 connectors

v0.1.0 See the agent

All sectors pilot

Meeting Summarizer

Turns a raw meeting transcript (Teams, Zoom, locally-transcribed audio) into a structured CR: decisions made, action items with owner and deadline, open questions.

20-40 min

Measured gain · par réunion

3 connectors

v0.1.0 See the agent