AI
AI systems that do real work.
Most AI work in 2026 stops at a demo. We build AI you can put in front of customers and inside your operations, with vendor-neutral architecture, evaluations, and the ability to swap models when the market shifts.
What you get
A scoped deliverable, not a retainer of meetings.
A scoped AI workflow tied to a specific business outcome such as lead qualification, support, operations automation, or internal search.
Custom chatbots or agents on OpenAI, Anthropic, or open models.
RAG knowledge bases over your docs, CRM, and product data.
Guardrails, an evaluation suite, and observability so you can trust what it ships.
Clean API and admin so your team can extend without a vendor.
Documentation and training for the humans who will run it.
Process
How the engagement runs.
- 01
Use case
We map a single high-leverage workflow, define success, and pick the model and architecture.
- 02
Prototype
A working prototype in days, not months. We test against real cases before scaling scope.
- 03
Productionize
Guardrails, evals, observability, auth, and the boring pieces that turn a demo into infrastructure.
- 04
Iterate
We measure, tune prompts, swap models, and keep improving against your eval suite over time.
Best for
You’re probably a good fit if…
- You have a specific repetitive workflow you want to automate, not just "add AI" somewhere.
- You want to use AI without handing your data or process to a black-box SaaS.
- You need an experienced partner who can choose models, write the glue code, and run evaluations.
- You care about cost, latency, and observability, not just demos.
FAQ
Common questions.
Which model providers do you work with?
OpenAI, Anthropic, Google, Mistral, and open-source models via vLLM or Ollama. We pick per use case, not per favorite.
Do you fine-tune models?
When it is clearly the right answer. Most of the time, retrieval plus prompt plus tooling beats fine-tuning on cost and maintainability.
Can we self-host?
Yes. We have shipped on-prem and private-cloud deployments for regulated industries.
Next step
Bring this work in-house.
Tell us what you're trying to ship. We'll help you scope the highest-leverage first move.