Solution · AI Deployment
From approved concept to production system.
Forward deployed engineers work inside your environment and ship. What lands is an integrated system with evaluations and monitoring around it, in a shape your own teams can run.
Forward Deployed Engineering
Senior engineers in your repos, your cloud and your change process from the first week.
Reference Architecture
Patterns we have already run in production for retrieval, agents, evaluation, observability and cost control.
LLM Deployment
Private hosting, multi-model routing, caching, rate limits and cost visible per unit of work.
Enterprise Integration
Wiring into ERP, CRM, EHR, core banking, ITSM and your data platform with least-privilege access.
Evaluation Engineering
Golden datasets and regression gates, so a release is measured before anyone outside the team sees it.
Adoption & Enablement
Enablement run alongside delivery, so usage does not fall off after launch quarter.
What you receive
- A production AI system wired into your systems of record
- Infrastructure as code, deployed in your accounts and owned by you
- Evaluation harness, golden datasets and release gates running in CI
- Dashboards for quality, latency, cost and usage
- Runbooks, incident procedures and a written handover path
- An enablement program for the business unit that owns the system
Next step
Book a working session.
Sixty minutes with a Chief AI Advisor and a forward deployed engineer. We read your environment, name the blockers, and give you the shortest path to a system in production.