Active Mirror builds governed AI for regulated industries. Every decision auditable. Every model explainable. Every deployment sovereign.
MirrorDash — live production screenshot. Every decision, tool, hook, and model. In real time.
Generative AI produces content. Reflective AI produces evidence. We build the second kind.
| Dimension | Generative AI | Reflective AI |
|---|---|---|
| Output | Plausible text | Auditable decisions |
| Evidence | Probabilistic | Deterministic + signed |
| Deployment | Cloud API | Sovereign / air-gapped |
| Governance | Post-hoc guardrails | Built-in by construction |
| Explainability | Best-effort | Mandatory per decision |
| Trust model | Trust the provider | Trust the evidence |
Every product is a live, auditable system that demonstrates governed AI in production. Open where it matters.
Multi-model session state virtualization. Persistent identity across any AI provider. Your data, your hardware, your rules.
Ed25519-signed identity and session management. Cryptographic proof of who did what, when. Non-repudiable by construction.
Local-first inference engine. Run models on-premise or at the edge. Zero cloud dependency. Quantised models on ARM and x86.
7-layer verification hook pipeline. Enforces compliance validation on inputs and outputs in real time. No layer is optional.
Low-latency inference firewall. Policy-driven proxy that governs AI requests before they execute. Safety by design.
Governed conversational AI for regulated industries. Every response logged, every decision traceable. Voice and text.
Glass-box AI monitoring. See every decision, every tool call, every gate check in real time. Terminal UI, zero dependencies.
Multi-agent coordination with visual surface. Governed swarm orchestration where every agent action is signed and auditable.
Sovereign cognitive operating system. Multi-device mesh with purpose-governed inference across distributed hardware.
AI-governed video production pipeline. Script-to-screen with compliance gates, brand governance, and deterministic rendering. Every frame traceable.
Build log and research publication surface. Where we publish what we build, why, and what we learned. No marketing.
Every request passes through seven deterministic layers before a model produces output. No layer is optional. Every layer has a defined failure mode.
Evaluates packet origin metadata against trusted proxy mappings.
Runs local WebAssembly filters to mask protected identifiers before contextual analysis.
Structural token checking to block alignment attacks and out-of-scope prompts.
Matches workloads to available local compute. No routing to multi-tenant clouds.
Attaches verified origin metadata from MirrorDNA to link requests to a unique provenance path.
SHA-256 state hashes and Ed25519 signatures via MirrorSeed tokens. Tamper-evident by construction.
Binds the transaction block into a local tamper-evident audit history structure.
Three deployment models. All sovereign. Choose based on your threat model, not our convenience.
Complete network isolation. Models, data, and inference run entirely within your physical boundary. No external calls, no telemetry, no cloud dependency.
Dedicated cloud infrastructure with no shared resources. Your models run in isolated compute with private networking and customer-managed encryption keys.
Run quantised models on commodity hardware at the edge. Branch offices, factory floors, field deployments. No cloud round-trip required.
Not demos. Not proofs of concept. Live systems serving real users in regulated domains.
Real-time market intelligence platform for sovereign wealth funds and pension funds. Evidence-gated AI search across 27,000 institutions, 177,000 transactions, and 128,000 people records. Every answer traces to identified source data.
Read case study →AI-governed operations for a regulated financial services company. Compliance automation, decision audit trails, and model governance across lending and credit workflows. Every AI decision traceable to source.
Legal matter preparation platform for India. AI-assisted case research, document generation, and citation verification for advocates and law firms. Voice-enabled, vernacular-first, sovereign infrastructure.
Visit →Governance is the foundation every system is built on. Not a layer added after building.
High-risk classification support, conformity assessments, and technical documentation generated from your deployment — not retrofitted from marketing.
India's Digital Personal Data Protection Act. Consent management, data localisation, purpose limitation — enforced at the infrastructure layer.
Audit-ready controls mapped to SOC 2 Type II and ISO 27001 Annex A. Evidence generated continuously, not assembled before audits.
Every model output, every decision log, every governance artifact is cryptographically signed. Tamper-evident by construction.
Published research on sovereign AI, reflective memory, behavioral governance, and structured contextual distillation. All with Zenodo DOIs.
Enterprise SLAs, marketplace billing, and dedicated support. Built to clear your vendor review.
Infrastructure-level uptime commitment with financial penalties. Measured at the governance layer, not just the load balancer.
Dedicated engineering support for enterprise deployments. Direct access to the team that built your system, not a ticket queue.
Deploy through your existing cloud procurement. Standard enterprise billing through AWS Marketplace and Azure Marketplace.
It is a regulatory event, a fiduciary breach, or a harm to a real person.
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