Services
What an embedded engineer delivers
One senior engineer, accountable end to end — from finding the right problem to running it in production with your team.
AI Opportunity Assessment
A structured review of where AI creates measurable value in your business — and where it does not.
- Use-case discovery and prioritization by ROI and feasibility
- Data, systems, and security readiness assessment
- A ranked roadmap with effort, risk, and expected impact
Custom AI Development
Production-grade systems built into your stack — owned and operated by your team.
- Agents, copilots, and workflow automation
- Retrieval (RAG) over your proprietary knowledge
- Evaluation harnesses and quality gates for AI outputs
- Tested, observable, documented, deployable software
Integration & Deployment
AI wired into the tools and data you already run, within your security controls.
- Integration with internal systems, APIs, and data stores
- Least-privilege access and secrets management
- CI/CD, infrastructure-as-code, and monitoring
Embedded Enablement
Your engineers build alongside ours so the capability stays after we leave.
- Pairing and code review with your team
- Runbooks, architecture docs, and handover
- AI engineering practices your team can sustain
Engagement models
Ways to work with us
Every model runs on the same delivery framework and the same standard: secure, owned, production software.
Sprint
2–4 weeks
Validate a single high-value use case and prove a path to production.
- Discovery & fit
- One embedded engineer
- Working prototype + go/no-go recommendation
Embedded Build
8–16 weeks
Take a prioritized use case all the way to a deployed, owned production system.
- Full engagement framework
- Embedded engineer in your team
- Production deployment + knowledge transfer
Ongoing FDE
Rolling
A standing forward deployed engineer driving a portfolio of AI initiatives.
- Dedicated senior engineer
- Quarterly roadmap & reviews
- Continuous delivery and enablement
Pricing is engagement-based and scoped during discovery. We do not bill open-ended hourly work — you pay for outcomes against agreed milestones.
Not sure which model fits?
Book a discovery call. We will scope the problem honestly and recommend the smallest engagement that gets you to production.