Custom AI Dev.
Work that took your senior experts a full day is ready before lunch. Without losing the judgment, the compliance, or the signature line.
We build the AI layer that takes slow, expensive, expert work like valuations, reports, intake, classification, and advisory drafts, and finishes it in a fraction of the time. Agents that hold context across a real workflow. RAG on your own data. Full LLM applications, not bolted-on chatbots. With evals, fallbacks, and observability so the system holds up in production, not just demos. PDPL-compliant by default. The code, the prompts, the data layer, the deployment, all yours.
Concrete
deliverables.
Every engagement ships these. No theatre, no slideware.
Agents
Tool-using agents that read, write, and act across your stack. Scoped, evaluated, safe to ship in production.
RAG pipelines
Retrieval over your docs, tickets, contracts, or codebase. Tuned for accuracy, not demo wow.
LLM apps
Customer-facing surfaces (chat, intake, search, copilots) 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.
- →Senior expert hours returned to judgment, not admin
- →Full LLM apps with frontends, not bolt-on chatbots
- →Production-grade evals + monitoring
- →PDPL-compliant by default, your data stays yours
Start a
Custom AI Dev sprint.
Tell us about the custom ai devproblem you're solving. We come back within one business day.