# Active MirrorOS — Reflective AI Infrastructure

> Governance-first cognition for autonomous systems. AI that reflects before it acts.

Active MirrorOS is a sovereign AI operating system built from first principles by Paul Desai / N1 Intelligence (OPC) Pvt Ltd. It implements Reflective AI — identity-bound, continuity-governed intelligence anchored to stable truth.

## Core Products

- **MirrorGate**: Policy-driven AI governance proxy. Pre-inference enforcement, fail-closed design, cryptographic audit logging.
- **MirrorBrain**: Cognitive engine powering BrainScan (cognitive assessment), AI Twins, and Resonance matching. FastAPI, OpenAI-compatible.
- **MirrorBalance**: Sovereign governance engine with Policy DSL, multi-layer defense, evidence chains. 189 tests passing.
- **Chetana**: Free AI-powered scam detection for India. 25 scam categories, 441 signals, 12 Indian languages. WhatsApp-first. https://chetana.activemirror.ai
- **MirrorProd India**: Business video production without shoots. Turns scripts, PDFs, slide decks, product pages, policies, and rough briefs into professional videos for training, sales, internal communications, product launches, public awareness, and social media. Goa-based, India-focused, remote delivery. https://activemirror.ai/mirrorprod-india/
- **LingOS**: Conversational AI framework with built-in MirrorDNA tracing and compliance logging.
- **MirrorRecall**: Persistent AI memory with session and profile tiers, conflict detection, token-bounded injection.
- **GlyphTrail**: Interactive trace visualization — timeline, graph, and table views with replay mode.
- **TrustByDesign**: GDPR, HIPAA, SOC2 compliance framework with automated checking and audit reports.
- **AgentDNA**: Versioned AI persona definitions with testing, deployment, and rollback.
- **Cognitive Dashboard**: 12-panel terminal TUI monitoring all services, automations, and device mesh in real time.

## Architecture

9 architectural layers across 73+ repositories:
1. Identity (MirrorDNA constitution, GlyphOS)
2. Engine (MirrorBrain, local routing, JSON Kernel)
3. Memory (MirrorRecall, ChromaDB, continuity snapshots)
4. Governance (MirrorGate, pre-inference validation, MirrorBalance)
5. Observability (GlyphTrail, cryptographic attestations)
6. Compliance (TrustByDesign, GDPR/HIPAA/SOC2)
7. Interface (activemirror.ai, BrainScan, AI Twins)
8. Infrastructure (Sovereign Factory, MirrorSwarm, Cognitive Dashboard)
9. Distribution (Beacon blog, documentation, research papers)

## Key URLs

- Main site: https://activemirror.ai
- Chetana (scam detection): https://chetana.activemirror.ai
- Beacon (blog): https://beacon.activemirror.ai
- Documentation: https://docs.activemirror.ai
- MirrorSeed (identity): https://id.activemirror.ai
- GitHub: https://github.com/MirrorDNA-Reflection-Protocol

## Use Cases

- Individuals: AI-assisted journaling, decision support, self-discovery, BrainScan cognitive assessment
- Teams: Collaborative intelligence, retrospectives, brainstorming, shared knowledge management
- Enterprise: AI governance at scale, self-hosting, SSO, GDPR/SOC2/HIPAA compliance, audit logs, SLAs
- Government: Sovereign AI for public sector, on-premise, cryptographic audit, citizen services
- Healthcare: HIPAA-compliant wellness tools (not a medical device)
- Education: Student reflection journals, research assistance, transparent AI with audit trails

## Research

Published papers on Zenodo and arXiv covering:
- Number-theoretic graph theory for knowledge meshes
- The Orchestrator Model for human-AI collaboration
- Structured Contextual Distillation (SCD) for deterministic AI state persistence

## Contact

Paul Desai — hello@activemirror.ai
N1 Intelligence (OPC) Pvt Ltd