AI implementation & automation.
Once the use cases are framed, we build. Models, agents, integrations, automations: plugged directly into your stack and operated against business metrics, not in demo mode.
What the engagement covers.
- 01
Architecture & foundations
Right stack selection, data design, API contracts, continuous evaluation harness. Everything is set before the first line of code.
- 02
Models & agents
Custom design: business copilots, agents that automate multi-step workflows, RAG systems anchored on your internal documentation.
- 03
Stack integration
Direct plug into CRM, ERP, internal tools, IT systems. Guardrails, observability, drift monitoring, automated retraining.
- 04
Production rollout
Progressive deployment to real user cohorts, business impact measured from the first sprint, continuous iteration.
From technical framing to production run.
Technical framing
Target architecture validated, build/buy/integrate decisions, technical risks identified. One week, output: locked stack and execution plan.
Build & integration
Two-week cycles, systematic demos to target users, continuous adjustments based on their feedback, not on ours.
Production rollout
Progressive deployment to limited cohorts, monitoring on technical and business metrics, incident runbooks handed to your team.
Run & evolution
Maintenance, quarterly retraining, addition of adjacent use cases when ROI justifies it. You don’t stay dependent on us.