Finance

Constrain What Agents Can Move, Spend, or Send

Financial AI agents that touch payments, trading, or customer accounts need per-tool limits and a human in the loop on anything risky.

Challenge

Financial institutions are deploying AI agents that initiate transfers, update accounts, and query trading systems — often with standing access and no per-action limits. An agent with unconstrained tool access to a payments API is a single bad decision away from a material loss.

Solution

Aynigma authorizes every financial AI agent's tool call before it executes — with parameter-level limits (transaction size, destination allowlists, rate limits) and mandatory human approval on high-risk actions like transfers. Every decision is recorded in a hash-chained audit trail mapped to SOC 2 and NIST AI RMF.

Key Capabilities

Tool-Call Authorization

Per-tool, per-parameter policies — cap transaction size, restrict destinations, rate-limit calls.

Human-in-the-Loop

Route transfers, trades, or account changes above a threshold to a human reviewer.

Agent Identity

A registered identity for every trading, fraud-detection, or customer-service agent.

Audit Trail

Hash-chained, append-only records of every agent decision, mapped to SOC 2 and NIST AI RMF.

Business Outcomes

Loss Prevention

Cap what any single agent can move, spend, or send — before it executes.

Regulatory Compliance

Evidence-grade audit trail mapped to SOC 2, ISO 27001, and NIST AI RMF.

Risk Reduction

Prevent AI-driven financial losses from over-permissioned or misconfigured agents.

Customer Trust

Demonstrate auditable, human-reviewed agent governance to customers and regulators.

Finance Solutions

Secure your financial AI agents.

Contact Aynigma for a financial services design partner assessment.

SOC 2 Mapped
Human Approval
Self-Hostable