IOA Core

The open-source framework for governed AI orchestration — bringing verifiable policy, evidence, and trust to every workflow.

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6 LLM ProvidersSystem LawsImmutable Audit ChainsVendor-Neutral Quorum
IOA Core v2.5.2 is now available — Six working examples, immutable audit chains, and production-ready AI governance. Open source and ready to deploy.
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Why IOA Core?

IOA Core provides production-ready capabilities for governed AI orchestration with built-in compliance, audit, and memory management.

Immutable Audit Chains

Cryptographically verified audit logging with tamper-detection and hash-chained integrity for enterprise-grade compliance.

System Laws Framework

Seven governing principles for AI orchestration enforced at runtime to ensure ethical, compliant AI systems.

Vendor-Neutral Quorum

Multi-agent consensus with graceful scaling from 1 to N providers, featuring sibling weighting and auditor fallback.

6 LLM Providers

Unified interface for OpenAI, Anthropic, Gemini, DeepSeek, XAI, and Ollama with automatic fallback and offline mode.

Memory Fabric

Multi-tier storage with hot (in-memory) and cold (persistent) layers, supporting SQLite, S3, and Local JSONL backends.

Ready to Deploy

Production-ready with comprehensive examples, documentation, and CI/CD integration for immediate deployment.

Working Examples

Get up and running in minutes with six working examples covering all core features.

Bootstrap

Create a new IOA project with configuration and schemas.

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Workflows

Run governed workflows with policy enforcement and audit logging.

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Roundtable

Multi-agent consensus with vendor-neutral quorum policy.

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Doctor

System health check and environment validation.

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Providers

Test LLM provider connectivity and configuration.

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Ollama Turbo

Local model optimization with turbo mode.

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System Laws

IOA Core enforces seven immutable System Laws at runtime to ensure ethical, compliant AI orchestration.

Law 1: Transparency

All AI decisions must be auditable and explainable.

Law 2: Accountability

Clear responsibility and oversight mechanisms.

Law 3: Ethics

Human values and rights are paramount in AI design.

Law 4: Bias Prevention

Active detection and mitigation of discrimination.

Law 5: Privacy

Data sovereignty and protection of personal information.

Law 6: Sustainability

Environmental consciousness and resource efficiency.

Law 7: Safety

AI systems must not cause harm to humans or the environment.

Read System Laws

Quick Start

Installation

pip install ioa-core

Bootstrap a Project

python examples/00_bootstrap/boot_project.py my-ai-system

Run a Workflow

python examples/10_workflows/run_workflow.py

Check Health

python examples/30_doctor/doctor_check.py

What you get

  • Working governance framework
  • Immutable audit chains
  • System Laws enforcement
  • 6 LLM provider support
  • Memory fabric (hot & cold storage)
  • Vendor-neutral quorum policy
Full Documentation

Ready to Get Started?

Join the growing community of developers building governed AI systems with IOA Core.

Get StartedRead the DocsView on GitHub