Agentic systems for the enterprise.
Agentic systemsbuilt to ship,not just demo.
We design and ship AI agents, multi-agent architectures, RAG, and production infrastructure — engineered to survive real traffic, not just demos.
AI capabilities, engineered for production
Five core practices, one operating standard: typed contracts, evaluation before build, and observability from the first commit.
We don't ship demos. We ship systems that survive real traffic — typed, evaluated, observable, and grounded in evidence. Autonomy is earned, not assumed.
A stack chosen for reliability, not novelty
We work across the modern AI ecosystem and pick the simplest tool that clears the bar — proven in production, observable, and cost-aware.
Models & LLMs
Agent & RAG
ML & Vision
Data & Backend
Infra & MLOps
Observability
A method built for things that have to keep running
No black boxes. Every engagement moves through the same four phases, each with concrete deliverables you can inspect.
Discover
We map the problem, your systems, and the constraints that matter — then identify where AI delivers real leverage and where it doesn't.
- Opportunity assessment
- Technical feasibility
- Success metrics
- Risk map
Design
We architect the system end-to-end: data flows, model choices, agent topology, guardrails, and the evaluation strategy that proves it works.
- System architecture
- Evaluation plan
- Data strategy
- Prototype
Build
We engineer production code with typed contracts, tests, and observability baked in — not a prototype dressed up as a product.
- Production system
- Test coverage
- Observability
- Documentation
Deploy
We ship with gated rollouts, monitoring, and rollback, then operate alongside you until it runs reliably on its own.
- Gated rollout
- Monitoring
- Runbooks
- Handover
Domain-aware AI, not generic automation
We bring the context that makes AI safe to deploy in regulated and high-stakes environments.
Healthcare
Clinical documentation, grounded patient assistants, and compliant data pipelines.
Financial Services
Risk automation, document intelligence, and fraud-aware agentic workflows.
Enterprise SaaS
AI features, RAG assistants, and automation embedded in your product.
Retail & E-commerce
Demand forecasting, support automation, and personalisation at scale.
Manufacturing
Computer vision quality control and predictive maintenance.
Legal & Compliance
Contract analysis, clause extraction, and audit-ready document review.
The full surface area of applied AI
From autonomous agents to the infrastructure underneath them — one team, end to end.
Let's build something that ships.
Bring us a problem. We'll tell you honestly whether AI is the right tool — and exactly how we'd build it.