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6/10

Agent Decision Ledger

An immutable, regulator-ready audit log of every decision made by a company's AI agent swarm. Captures inputs, retrieved sources, model versions and confidence scores for SEC, FCA and internal risk teams reviewing AI-driven actions.

Target user

Compliance and risk officers at financial firms deploying AI agents

Features
  • Tamper-evident per-decision trace with model + prompt + retrieval context
  • Pre-built report templates for SR 11-7 and EU AI Act documentation
  • Role-based reviewer workflows for compliance sign-off
  • Drift alerts when an agent's decision pattern shifts from its baseline
Why now

Regulators are catching up to agentic AI, and firms need a defensible record of why an AI agent did what it did — not just server logs.

Signals · overall 6/10
Demand
7/10

SEC Rule 17a-4 explicitly cited as requiring audit logs; Galileo, Praesidia and ACA Group all publish guides on regulator-driven AI agent compliance, confirming acute need.AI agent deployment in financial services: Compliance, data residency and regulatory requirementsAI Agent Governance for Financial Services - PraesidiaAI Agent Compliance & Governance in 2025 | Galileo

Whitespace
2/10

Crowded: Tenet AI literally brands itself the 'AI Agent Decision Ledger & Auditability Platform'; Praesidia ships tamper-evident audit trails at $9/$49/$1,999/mo; Galileo, HoneyHive and Coralogix ($200M raise) all compete.Tenet AI — AI Agent Decision Ledger & Auditability PlatformPricing | PraesidiaCoralogix raises fresh funding as AI agents reshape observability

Monetization
7/10

Proven WTP: Praesidia publishes tiered SaaS pricing up to $1,999/mo; Tenet AI closed $60M seed; Coralogix valued at $1.6B — financial-services compliance budgets are real and venture-backed.Pricing | PraesidiaTenet AI Secures $60.0M | SignalbaseCoralogix raises fresh funding as AI agents reshape observability

Longevity
8/10

Durable regulatory tailwinds: SEC Rule 17a-4, EU AI Act, FCA and Canadian/OSFI guidance all active and expanding through 2026+, making audit logs a multi-year compliance line item.AI agent deployment in financial services: Compliance, data residency and regulatory requirementsAI Financial Services Regulatory Compliance Challenges 2025

Feasibility
5/10

Tenet AI advertises integration 'in 2 lines of code,' showing a lean build path, but tamper-evidence, multi-framework reporting and regulator acceptance still require meaningful engineering.Tenet AI — AI Agent Decision Ledger & Auditability Platform

We instrumented an AI agent swarm with SigNoz, and its own telemetry told us we were wrong about almost everything · 13 reactionsDev.to · 2026-07-27 (today)