
Production-grade intelligence, engineered.
AI & LLM Infrastructure
We build AI that does real work inside a business, from private assistants to phone receptionists. Every system is reliable, accountable and clear about what it can and cannot do.
What you get.
- Private AI assistants for your team
- AI voice agents that answer your phones
- AI features inside your existing product
- Human approval before consequential AI actions
How it gets used.
- A private AI employee for your business
- AI features added to an existing platform
- An AI receptionist for a busy phone line
One offer per page.
For when you know exactly which problem you have.
The technologies we draw on.
We are unromantic about tooling. We pick what your team can run on a Tuesday.
- Anthropic Claude
- Groq
- Private AI models
- AI voice
- Python
- TypeScript
Where this practice shipped.

Operations Vault
Your private AI employee.
View
Tezline
An AI receptionist that answers every call, so no enquiry is lost to a busy line.
View
AskAutoDoctor
B2B tech support and remote diagnostics for dealer groups, franchises and OEMs: your best technician, available to every bay.
View
Mahara Labs Platform
Your ads, leads and results in one place. Run by our team, or by yours.
View
Canadian freight forwarder
A freight forwarder's quoting, shipping and back office on one workflow, from enquiry to closeout.
ViewUsually alongside.
Engagements rarely live in a single practice. These are the ones the projects above most often paired with this work.
- Systems that survive the second year.Software EngineeringWeb and mobile products built properly, typed end to end, and easy to own for years.
- Trust as an engineered property.Security & ComplianceAccess control, audit trails and consent built into the product, not bolted on afterwards.
- Compute as a strategic asset.Cloud ArchitectureHosting, data and deployment set up so your platform stays fast, secure and sensible to run.
AI & LLM Infrastructure
Production-grade intelligence, engineered.
Tell us what you are building and where this practice fits. The person who reads it is the one who would lead the work.