AI Governance for the Real World

Satya AI is India's first open-source AI governance framework. Build trust, ensure compliance, and ship responsible AI — with zero infrastructure overhead.

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As Featured In

DailyHunt Wow Entrepreneurs Entrepreneur Saga Deccan Business Business Reporter 1MoneyMania RD Times Biz Republic News India The Indian Bulletin NewsHead Business IndianScoops Business

"How AnkTechSol's Satya AI gives autonomous agents a conscience — addressing the $2.4B governance gap that's holding back enterprise AI adoption."
— DailyHunt

The $2.4B AI Governance Gap

The global AI governance market is projected to reach $2.4 billion by 2028, yet most organizations lack even basic frameworks for responsible AI deployment. Models ship without documentation, bias goes undetected, and compliance is an afterthought.

73%

of enterprises have no AI governance framework in place

$2.4B

projected market size for AI governance by 2028

11+

major publications covering Satya AI's launch

What Satya AI Is

Satya AI is an open-source, zero-infrastructure AI governance framework built for engineers, not just compliance teams. It integrates directly into your existing ML pipelines and provides transparent, auditable governance — all powered by flat-file architecture.

Open Source & MIT Licensed

No vendor lock-in. Inspect, modify, and extend the entire codebase. Community-driven development with transparent governance.

Zero Infrastructure

No databases, no servers, no cloud dependencies. Satya uses flat-file architecture — YAML and JSON — that lives alongside your code.

Python-First SDK

A powerful, intuitive Python SDK that fits naturally into your data science and ML engineering workflows.

India-First, Global Ready

Designed for India's regulatory landscape while supporting global standards like EU AI Act, NIST AI RMF, and ISO 42001.

Architecture & Zero Infrastructure

Traditional governance tools demand databases, cloud accounts, and complex deployments. Satya takes a radically different approach — flat-file governance records that version-control alongside your models and code.

How It Works

01Install Satya via pip — one command, zero config
02Define governance policies in YAML alongside your model code
03Run governance checks as part of your CI/CD pipeline
04Generate audit-ready reports in flat-file formats

Why Flat-File?

✓Version control with Git — full history of governance decisions
✓No database migrations or schema management
✓Human-readable records that auditors can inspect directly
✓Works offline, on-premise, or in air-gapped environments
✓Zero operational cost — no servers to maintain

"Satya AI stands out for its zero-infrastructure approach — governance records live as flat files alongside your code, making compliance as natural as version control."
— Wow Entrepreneurs

Who Should Use Satya

Built for the teams actually building and deploying AI systems.

🔧

AI & Data Engineers

Integrate governance checks directly into your ML pipelines. Satya works with your existing stack — no vendor lock-in, no new infrastructure.

🏗️

CTOs & Engineering Leaders

Ship AI products faster with built-in compliance. Satya gives your team governance guardrails without slowing down development velocity.

🛡️

Compliance & Risk Teams

Audit AI systems with transparent, flat-file governance records. Every decision is traceable, every model is documented.

Use Cases & Scenarios

Real-world applications of AI governance that matter today.

Automated Model Cards

Generate standardized model documentation automatically. Track training data, performance metrics, and known limitations in a structured format.

Bias Detection Pipeline

Plug Satya into your CI/CD pipeline to flag fairness issues before models reach production. Catch demographic disparities early.

Regulatory Compliance Logs

Maintain auditable governance records for EU AI Act, India's Digital Personal Data Protection Act, and other emerging regulations.

Risk Assessment Scoring

Classify AI systems by risk level and apply proportionate governance controls. From low-risk automation to high-risk decision-making.

Roadmap & Integrations

Where Satya AI is headed — and the ecosystem we're building.

Current

Core governance framework
Flat-file audit trails
Python SDK
Model card generation

Q3 2025

LLM evaluation integration
Hugging Face connector
MLflow plugin
Dashboard UI

Q4 2025

EU AI Act compliance templates
Real-time monitoring
Team collaboration features
API gateway

2026

Enterprise features
Multi-cloud deployment
Custom regulation frameworks
SaaS offering

"With the EU AI Act and India's evolving digital regulations, tools like Satya AI are no longer optional — they're essential infrastructure for responsible AI development."
— Business Reporter

Open Source, Community & Trust

Satya AI is MIT-licensed and built in the open. We believe AI governance tooling should be transparent, auditable, and community-driven — just like the values it enforces.

GitHub First

All development happens in the open. Issues, PRs, and roadmap decisions are public.

📜

MIT License

Use Satya in commercial products, modify it for your needs, contribute back if you want.

🤝

Community Driven

Join contributors from across India and the world building the future of AI governance.

Media Presence & Industry Recognition

Satya AI's launch was covered by 11+ leading technology and business publications across India and globally.

Ready to Govern Your AI?

Join the growing community of engineers and organizations building responsible AI with Satya. Get early access, updates, and contribute to the future of AI governance.