Service 01
Most AI projects die between the prototype and the process. We build the part that survives contact with your business.
Why people call us
- 01
“A model works in a notebook but nobody can put it in front of a customer.”
- 02
“Your team re-types the same information between four systems every day.”
- 03
“Support, ops or finance is scaling headcount linearly with volume.”
- 04
“You need AI in the product but cannot risk it inventing answers.”
What this includes
AI agents & copilots
Task-scoped agents with tool access, guardrails, escalation paths and an audit trail — not an open-ended chatbot.
Retrieval & knowledge systems
Grounded retrieval over your real documents, tickets and databases, with evaluation on your own questions.
Process automation
Workflow automation across the tools you already pay for, with human review where the cost of being wrong is high.
Document & data extraction
Turning invoices, contracts, forms and email into structured records your systems can act on.
Evaluation & observability
Test sets, regression gates and production tracing, so you can change a prompt without gambling.
Model strategy
Choosing hosted, open-weight or fine-tuned per use case, and what it costs at your real volume.
What you end up with
Automation opportunity map with effort and payback per process
Working agent or pipeline in production, not a slide deck
Evaluation harness and quality baseline
Runbook and handover for your internal team
Typical stack
- Anthropic Claude
- OpenAI
- Open-weight models
- Vector search
- Python
- TypeScript
- Temporal
- n8n
Indicative, not prescriptive. The stack follows the problem, the team that will maintain it, and what you already run.
Most AI projects die between the prototype and the process. We build the part that survives contact with your business.
Next service
Software Engineering
AI & Automation
The most useful first conversation is about the part that is genuinely hard, not the part that is easy to describe. Tell us where it is stuck.
- Typical first engagement
- 2–3 weeks
- Working model
- Embedded, in your tools
- Reporting
- Weekly demo, monthly review
- Handover
- Documented, always