Custom AI Dev.
We build the AI layer your business actually runs on. Agents that take real actions in real systems. RAG pipelines on your data. Chat surfaces your customers want to use. We treat AI like software, not magic, with evals, fallbacks, and observability baked in.
Concrete
deliverables.
Every engagement ships these. No theatre, no slideware.
Agents
Tool-using agents that read, write, and act across your stack. Scoped, evaluated, and safe to ship.
RAG pipelines
Retrieval over your docs, tickets, contracts, or codebase. Tuned for accuracy, not demo wow.
LLM apps
Customer-facing surfaces — chat, intake, search — built on Next.js or your existing stack.
Evals and observability
Every system ships with tests and dashboards. You see how it actually performs in production.
Right fit?
Honest about who this is for and who it is not.
Yes
- Teams with proprietary data they want to query
- Products needing AI features that customers will pay for
- Operators replacing repetitive knowledge work
- Companies past the chatbot stage who want real systems
No
- Pure research with no path to production
- Generic prompt-and-pray solutions
Quick
reference.
- →Agents and multi step reasoning
- →RAG on your own data
- →Fine tuned models
- →Evals and safety layers
Start a
Custom AI Dev sprint.
Tell us about the custom ai devproblem you're solving. We come back within one business day.