Agentic Mandate Sandbox

The Agentic Mandate Sandbox lets treasury teams define agent payment policies — spend caps, MCC allowlists, velocity throttles, approval thresholds, and time windows — then test them against synthetic transactions before real money moves. Outputs are directly compatible with the AP2 mandate schema.

How it works: Configure the policy panel manually or paste a natural-language policy description that the tool parses into structured config. The synthetic transaction generator creates realistic test payloads across five distribution modes (uniform, skew-high, skew-low, clustered bursts, adversarial). A rule-based evaluator returns Approved / Flagged / Denied decisions with plain-English reasoning for each transaction. Export the resulting AP2-compatible mandate JSON for ingestion by MCP or agent runtimes.

All logic runs as plain JavaScript in your browser — no machine learning models, no external API calls. Outputs are generated deterministically from embedded rule sets and knowledge bases.

Export: Results can be downloaded as JSON or Markdown for use in downstream workflows, agent runtimes, or audit documentation.

Limitations: This tool is a reference aid and simulation environment. It does not constitute legal, financial, or compliance advice. Always verify outputs with qualified professionals before acting on them.

This tool runs entirely in your browser. No data is transmitted to any server. All inputs, calculations, and generated outputs are processed locally on your device. fetch() and XMLHttpRequest are overridden at runtime to block all outbound network calls.

No analytics, no cookies, no telemetry, no tracking pixels. This tool does not collect, store, or transmit any personally identifiable information (PII), financial data, or organisational data. Any state you choose to save is stored exclusively in your browser's localStorage and never leaves your device.

This tool is part of the AINumbers.co Rule-Based Engine Suite — a collection of privacy-first, client-side fintech intelligence tools for tokenized A2A infrastructure and CBDC frameworks.