AI engineering

Cognitive System Engineering

Bespoke ML and generative AI systems that deliver measurable outcomes.

Agents Retrieval Guardrails

What we deliver

From prototypes to production, we build reliable, safe, and measurable AI systems aligned to your workflows. We iterate rapidly and ship with strong evaluation and observability.

  • Model selection, fine‑tuning, guardrails, and evaluation
  • Agents, retrieval, orchestration, and automation
  • Human‑in‑the‑loop tools and quality controls
  • Production deployment, monitoring, and lifecycle management

Outcomes

  • Faster delivery with measurable QA and evals
  • Automation that reduces cycle time and cost
  • Higher accuracy and safety through guardrails
  • Stable operations with observability and SLOs

Engagements

  • Rapid prototype and validation (2–4 weeks)
  • Agent/workflow implementation (4–8 weeks)
  • Production hardening and rollout (1–3 months)