Metronisys: Agentic AI Orchestration

Metronisys is an enterprise-grade agentic orchestration platform designed for a "Local-First" world. It routes complex user requests through a rigorous policy engine, plans multi-step workflows, executes specialized skills under strict governance, and maintains tamper-evident audit trails. Built for consultants and solo-operators in highly regulated sectors, it aligns naturally with ISO 42001, ISO 27001, and NIST AI RMF standards.

Architectural Design Approach

Policy-Gated Authority

No agent calls tools directly. The PolicyEngine.authorize(ToolCall) acts as the single choke point. Constitutional guardrails (the "Soul") are immutable and cannot be bypassed by sub-agents.

State Management (Blackboard)

A centralized Blackboard manages shared state, metadata, and working memory. Every output is treated as a typed artifact with a full lineage kernel to prevent data contamination.

Core AI Patterns & Workflows

The Supervisor Pattern

Orchestrates the plan into a Directed Acyclic Graph (DAG). Nodes run when inputs are ready, allowing for parallel processing and durable checkpoints.

Self-Reflection & Correction

If a DAG node fails, the ReflectionAgent analyzes the failure, generates a correction artifact, and triggers an automated retry within the governance loop.

Intent-Driven Routing

Requests are classified (HR, Legal, Finance) at the entry point to apply specific policy bundles and restrict available toolsets.

Governance & Auditability

Every run generates an Append-Only JSONL Audit Manifest. To ensure integrity, events are cryptographically chained (Event Hash → Chain Hash).

Framework Implementation
ISO 42001 Automated AI Artifact Trails & Risk Context policy evaluation.
NIST AI RMF PII pseudonymization and Human-in-the-loop (HITL) checkpoints.
ISO 27001 Encrypted-at-rest workflow checkpoints and Scoped IAM for agents.

Capabilities Surface

Dynamic Skills Web Search, Extraction, Deep Research
Memory Ops Mem0 Integration, Long-term Context
Resilience Pause/Resume, Self-Correction

System Architect Evaluation

Metronisys provides a clear separation of concerns: Policy → Planning → Execution → Audit. Its ability to run multiple planner formats (JSON/Markdown) while enforcing tool-level authorization makes it a robust solution for solo-operators who cannot afford to compromise on data sovereignty or regulatory compliance.