AutoPIL is a governance platform designed to enforce data access policies for autonomous AI agents, with a focus on regulated industries where compliance is critical. The system ensures that every data retrieval by an agent is evaluated against configurable policies before sensitive information enters the agent's context window. Each access decision—whether allowed or denied—generates a tamper-evident audit record, supporting traceability and regulatory requirements.
The platform features a YAML-based policy engine that allows for source allowlists, denylists, and sensitivity ceilings, with a deny-by-default model. Policies can be managed via a REST API, supporting full CRUD operations and version history, and can be hot-reloaded without service restarts. Every retrieval attempt is logged in an immutable, append-only audit log, where each event is cryptographically chained to the previous using SHA-256, making unauthorized modifications detectable. Audit logs can be stored in SQLite for development or Postgres for production environments, and the system provides a single API call to verify the integrity of the entire log.
AutoPIL offers real-time alerting based on customizable threshold rules, such as spikes in denied access or violations of cross-agent isolation, with notifications sent via webhook or email. The platform emits OpenTelemetry spans and metrics from each policy evaluation, compatible with monitoring tools like Datadog, Grafana, and Splunk. Multi-tenancy is supported with row-level tenant isolation, ensuring that audit events, policies, and alert rules remain separated across tenants. Cross-agent isolation is enforced automatically, preventing agents from accessing sessions initiated by others.
Integration options are extensive, including Python decorators, REST API, ASGI middleware for FastAPI and Starlette, and native wrappers for LangChain, LlamaIndex, Gemini, OpenAI Agents, and AWS Bedrock. The platform is async-native, supporting concurrent-safe tracking for async agents and compatibility with asyncio, FastAPI, and aioboto3. A live dashboard provides real-time charts, search, trend analysis, and a governance health index (PIL Score) based on recent enforcement activity, which can be accessed via API for reporting.
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AutoPIL is an AI & ML product. It focuses on ensuring AI agents only access data in compliance with organizational policies, preventing unauthorized or sensitive data exposure. AutoPIL is a B2B product aimed at compliance teams and organizations deploying autonomous AI agents. It runs on the web, the command line, and API.
AutoPIL first shipped in 2026. Across PulseGate's embedding index, AutoPIL has few near neighbours, marking it as relatively distinct. Among its 8 catalogued features are policy engine, audit log, and real-time alerting. It exposes integrations via a public API.
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