Platform foundations
Data pipelines, vector search, evals, observability and controls — built for your estate.
MLOpsSecurityCost control
Product & Platform
From pilot to production — safely
We build the platform foundations and product experiences that make AI useful, safe and cost-effective at scale.
What we build
Human-centred products
Assistants and workflow UX that slot into existing tools and ways of working.
AssistantsWorkflowsUX
Scale with guardrails
Policy → controls → audit — so you can move fast without surprises.
GovernanceRiskObservability
Foundations that make AI safe and fast
Engineering & controls
We stand up the core capabilities and wire in visibility from day one.
- Data pipelines & retrieval (incl. vector search)
- Evals, content filters & policy enforcement
- Observability, cost governance & SLOs
PipelinesRAGEvalsObservability
Assistants and workflows that people love to use
Human-centred UX
We put AI behind clearer, faster journeys with guardrails that fit your brand and risk posture.
- Assistant patterns (copilot, reviewer, generator)
- Prompt patterns & grounding strategies
- Embedded evals for quality & safety
UXPatternsGuardrails
Pilot to production — with reliability
Pilot → GA
Ship production-grade pilots in weeks; harden to GA with the right controls.
Reliability & SLAs
Service levels backed by monitoring, logging and traceability that matter.
Security by design
Access controls, redaction and audit trails — integrated, not bolted on.
Compress time-to-value
Prompt patterns library
Battle-tested patterns for common assistant roles and workflows.
PromptsPatternsReuse
Eval harness templates
Quickly stand up evals for quality, safety, bias and cost.
EvalsQualitySafety
RAG starter
Retrieval patterns with grounding, citations and fallback strategies.
RAGSearchGrounding