AI integration that does real work.
Add an AI feature to your product or automate a manual process in a focused two week sprint, with rules and checks that keep the output trustworthy.
Good first AI projects.
Small, useful and measurable. Each fits in one sprint.
An assistant on your documents
Answers for customers or staff, drawn only from your own content.
Reply drafting with approval
AI drafts the response, a person approves it, nothing goes out unchecked.
Document intake
Pull the fields you need out of forms, emails and PDFs into your systems.
Workflow automation
Remove the copy and paste steps between the tools your team already uses.
Model integration
Claude, OpenAI or open models wired into your product with sensible limits.
Prompt tuning and checks
Tests that catch bad output before your users do.
We run AI in our own products.
Our local business plans run on AI we built: a website receptionist that answers only from approved facts and hands off what it does not know, and review reply drafting with rules that stop it from admitting fault or sharing customer details. A person checks the work. We bring the same approach to your product.
Guardrails first.
Before we write a prompt we agree what the AI may see, what it may say, and when it must hand off to a person. Then we test it against the awkward cases, not just the happy path.
How it works.
Name the challenge
Tell us what is blocking your roadmap: code, design, growth or infrastructure.
Scoped in 24 hours
Exact deliverables, timeline and a fixed price within a day of your call.
We build
Daily async updates so you always see progress.
Ship and hand off
Pushed to your production environment, with a care plan if you want us to stay.
Questions teams ask.
Which AI models do you work with?
Claude, OpenAI and open models. We pick based on the job, the cost and your data rules.
What about our data?
We agree up front what data the AI may see, and design the feature so it sees only that.
Will AI replace my team?
It removes repetitive steps. A person stays in the loop for anything that matters, the same way we run our own products.
How much does an AI sprint cost?
Sprints start from $7,500 per two week sprint. The number of sprints, the final scope and the fixed price are agreed after a scoping call, within 24 hours.
Keep reading.
MVP development
Fixed price MVP development sprints: an iOS, Android or web MVP scoped within 24 hours and shipped in a two week sprint, with daily updates. You own the code.
Read about MVP developmentCloud and backend
Fix slow screens, scaling pains and cloud bills in a two week sprint: API and database speedups, cloud setup, safe deploys and a security review.
Read about cloud and backendAI receptionist
An AI receptionist on your website that answers customers day and night and sends every lead to your phone and inbox. Built for contractors.
Read about AI receptionistTell us what you want to ship.
A 20 minute scoping call. You get a plan and a fixed price within 24 hours.