AI Development Services
End-to-end AI development services. Shipped in weeks.
Lynchpin Labs offers full-stack AI development services for businesses that need real applications around real AI models — not prototypes, not slide decks. Discovery, design, build, launch, and support under one roof, with fixed scope and fixed price.
Our four core AI development services
Every engagement starts with one of these four service lines. Each one is fully custom-built and tuned to the systems your team already uses.
What's included in every engagement
Strategy & Discovery
- Workflow mapping with the actual people doing the work
- AI opportunity identification — where AI helps and where it doesn't
- Data audit and feasibility check
- Written scope, screen-by-screen flow, and fixed price
Design & Build
- UX design tuned for non-technical end users
- Model selection per workload — Claude, GPT, open-source
- Backend, frontend, integrations, and infrastructure
- Weekly demos — you see progress every Friday
Launch & Adoption
- Production deployment on modern serverless infrastructure
- Team training and documentation
- Monitoring, logging, and error alerting from day one
- Handover documentation you actually own
Ongoing Partnership
- Monthly retainer for model upgrades and iteration
- Prompt and accuracy tuning as your data grows
- New feature delivery on a rolling cadence
- Direct access to the team that built it
AI development services for every industry
FAQs about our AI development services
End-to-end delivery: discovery, scoping, UX design, model selection, backend and frontend build, integrations with the systems you already use, deployment to production, training for your team, and ongoing support. Not just prompt engineering — actual applications.
Ready to Build Your AI App?
Tell us about your idea. We'll map out the scope and tell you exactly what we can build — and how fast.