Multi-Domain AI Systems

Weaving Intelligence Across Domains

We build AI systems that understand context across industries. Open-source foundations. Enterprise-grade safety. Production-ready from day one.

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Two pillars. One mission.

AI that works across contexts and can be trusted in production.

01

Multi-Domain Context

AI that transfers knowledge between domains. Your fintech insights inform logistics decisions. Healthcare learnings enhance manufacturing processes.

Cross-Industry Context-Aware Knowledge Transfer
02

Trustworthy Infrastructure

Open-source foundations you can audit. Guardrails baked in from day one. Your data stays yours. Fork it, own it, control it.

Open Source Safety-First Vendor-Agnostic

Systems that think, remember, and protect

End-to-end AI infrastructure from data to observability.

Enterprise Memory

Agentic memory with context-linked persistence. Your AI remembers what matters, forgets what it should, governed by policy.

Context Governance

Policy-as-code for AI context. Define who sees what, when context expires, how knowledge flows between systems.

Local-first AI

Small language models optimized for edge. Sensitive data never leaves premises. Full capability, complete control.

Data Pipelines

AI-ready data infrastructure. Stream processing, feature stores, and vector embeddings. Data that's ready when your agents need it.

AI Observability

Smart logging for LLM systems. Trace agent decisions, monitor token usage, catch hallucinations before they reach production.

Platform Engineering

Developer platforms for AI-native teams. Internal tooling, deployment pipelines, and self-service infrastructure.

From blueprint to production

Battle-tested patterns. No theoretical frameworks.

01

Practical Blueprints

We ship working systems, not slide decks. Architecture backed by production experience.

02

Open-Source First

Vendor-agnostic foundations. Switch providers anytime. Fork the code. Own your stack.

03

Safety From Day One

Guardrails, evals, and compliance baked in. Not bolted on after launch.

04

Policy Research

Working with governments and civil society on responsible AI governance.

Deep roots across industries

Cross-pollinating insights between sectors.

FinTech

Payment orchestration, fraud detection, regulatory compliance

Commerce

Multi-channel orchestration, inventory intelligence, demand prediction

Healthcare

Clinical decision support, patient privacy, HIPAA-compliant AI

Manufacturing

Predictive maintenance, quality control, supply chain optimization

Agentic AI Context Governance Enterprise Memory Small Language Models AI Safety LLM Evaluation Knowledge Graphs Technology Policy Data Pipelines Platform Engineering AI Observability Agentic AI Context Governance Enterprise Memory Small Language Models AI Safety LLM Evaluation Knowledge Graphs Technology Policy Data Pipelines Platform Engineering AI Observability

Let's build together

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