AI & Automation
AI that does real work for your users and your team.
We help you find where AI genuinely adds value, then build it responsibly: assistants grounded in your data, automations that remove repetitive work, and features your users will actually use.
Beyond the hype
It's easy to bolt a chatbot onto a product. It's much harder to build AI that's accurate, affordable to run and trusted by users. We start from the workflow, not the model.
What you get
How we work
Find the leverage
We map your workflows and pick the tasks where AI saves the most time or adds the most value.
Prototype fast
A working proof of concept with your real data, so you can judge results — not promises.
Harden
Evaluation sets, guardrails, privacy controls and cost limits before anything reaches users.
Roll out
Launch, measure and improve, with your team trained to own it.
Ideal for
- Products adding AI features users will pay for
- Teams drowning in repetitive manual work
- Businesses with knowledge locked in documents
Typical tools
- OpenAI
- Anthropic Claude
- Google Gemini
- LangChain
- Vector databases
- n8n
- Zapier
Recommended way to start
Discovery sprint
First Light
Shape your idea into a clear, testable plan before you commit to a build.
- Duration
- 1–2 weeks
- Best for
- Founders at the idea stage
Common questions
Is my data safe when using AI models?
We design with privacy first: we use providers and settings that don't train on your data, limit what's sent to models, and keep sensitive information under your control.
How do you keep AI running costs under control?
We choose the right model for each task, cache where possible and add usage monitoring and limits from day one.
Your dream won't build itself.
Tell us what you're imagining. We'll help you shape it, scope it and ship it.