From first use case
to full roadmap.
One delivery system — five stages, from discovery to a scaling domain roadmap. The same rigour every time.
Discover
We meet you where you are — backlog, data, systems and ambition. Out comes a use-case map ranked by impact, feasibility and time-to-production.
Deliverables
- Ranked use-case map with effort, impact and time-to-production estimates
- Data & feasibility assessment — readiness, gaps, governance constraints
- Success metrics agreed with the business owner — not just a technical KPI
- A go/no-go recommendation and a scoped build plan
Design
Architecture, model choice, tooling and the evaluation plan. We commit to numbers — accuracy, latency, cost — before we build.
Deliverables
- System architecture and integration map — into the systems you already run
- Model & tooling choices, with trade-offs documented
- Evaluation plan — datasets, metrics, harness, human-in-the-loop pieces
- Sign-off on production targets: accuracy, latency, cost
Build
Pipelines, agents, integrations and the evaluation harness — all built against the targets from Design. Weekly demos, every demo runs.
Deliverables
- Working pipelines and agents in your VPC or ours
- Integrations with the systems the use case touches
- Evaluation harness running on every build — no surprises at launch
- Weekly demo + a working sandbox you can poke at
Deploy
Hardening, observability, governance gates and a phased rollout. We don't leave until it's running.
Deliverables
- Production hardening — security, scalability, fail-over
- Observability — logs, traces, model metrics, business metrics
- Governance gates — privacy, audit, accessibility, regulatory
- Phased rollout plan with rollback at every step
Scale
Monitoring, new use cases, and a domain roadmap. The first production system becomes the entry point to your AI portfolio.
Deliverables
- Monitoring & continuous improvement — model retraining and incident response
- Next use cases ranked against the production system already running
- A domain roadmap — 12–18 months of AI investment, with named owners
- Quarterly business review — outcome-led, not activity-led
Production AI that moves real metrics.
Orchestrated across the systems you already run, delivered on time, built to last. No pilots that die on a slide.
Start with Discover.
One week. A discovery memo and a scoped build plan on your desk. Then we either ship — or we tell you so.