Build
Custom AI DevelopmentBuilt for your problem.
Production copilots, assistants, and domain models, engineered to ship. Built for your specific problem, evaluated rigorously, and hardened for the real world.
- production
- grade, not demos
- evaluated
- continuously
- owned
- by you
- 3-8 wks
- to first ship
Model-agnostic orchestration layer.
tightly coupled to one vendor
Eval gate on every release.
Built for your problem.
Demos are easy; production is hard. We build custom AI that survives contact with real users, real data, and real edge cases, with evaluation and hardening from day one.
From custom LLM applications to fine-tuned domain models, we deliver full-stack, with eval harnesses, observability, and the unglamorous engineering that keeps it accurate and fast.
You get a system that works in production and a team that owns it, no black box, no lock-in.
From spec to production.
Scroll through it, the screens move with you.
Designed to ship, not to demo
A clear architecture and spec, model-agnostic and built to evolve, before we write code.
Model-agnostic orchestration layer.
tightly coupled to one vendor
Eval gate on every release.
Quality you can measure
Eval harnesses score accuracy, safety, and regressions on every change, so quality is a number.
Shipped in the open
CI/CD and observability from day one, with your team alongside the whole way.
Model-agnostic orchestration layer.
tightly coupled to one vendor
Eval gate on every release.
Everything in the engagement.
Custom LLM applications
Copilots, assistants, and tools built around your specific workflow and data.
Fine-tuning & evaluation
Fine-tune and evaluate models so they perform on your tasks, measurably.
Full-stack delivery
From data and models to UI and APIs, we deliver the whole system.
Production hardening
Eval, observability, guardrails, and the engineering that keeps it reliable.
Eval harnesses
Automated evaluation so quality is a number you can track and defend.
Owned by you
Deployed in your environment, your team owns the code and models.
A clear path from kickoff to value.
Scope & align
We align on goals, constraints, and what success looks like, then scope a focused engagement with a clear baseline.
Assess & design
We assess your starting point and design the approach, architecture, and sequencing before a line of code.
Build & deliver
We build and ship in the open, with checkpoints and your team alongside, never a black box.
Operate & hand over
We harden, document, and hand over. Your team owns it, with managed support where you want it.
Results you can measure.
Production systems
that survive real users
Quality as a number
eval gates on every release
No lock-in
your team owns all of it
Built around your starting point.
Building AI features
Product teams
Ship reliable AI features without rebuilding the infra.
Internal copilots
Operations
Automate real workflows with hardened, evaluated systems.
Specialized tasks
Domain models
Fine-tune models that beat generic ones on your work.
Custom AI Development for your industry
Deep-dive pages with sector-specific use cases, delivery steps, and FAQs.
Tools we work with
Frequently asked.
We engineer for production from the start, evaluation, observability, guardrails, and hardening, so it survives real users and data.
Build AI that ships and stays shipped
Book a working session and we'll map Custom AI Development to your operation, then move fast.