AI Product Studio·Services
AI products that go live
in 4–6 weeks.
From document automation to full SaaS MVPs — we scope, build, test, and ship production-ready AI. No fluff. No agency delays.
Focused products and internal systems.
Our three core services — AI product & MVP development, AI document automation, and AI integration — delivered as five focused, production-ready solutions.
AI Knowledge Base
A governed knowledge workspace that turns SOPs, synced sources, and team know-how into searchable answers and reusable training material.
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OCR Document Automation
Convert forms, PDFs, scans, and attachments into structured, validated business data with OCR workflows.
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AI Knowledge & Quality Platform
A system for knowledge transfer, onboarding, quality standards, and guided execution.
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AI Employee Onboarding
A role-based onboarding system with source-linked SOPs, training flows, progress tracking, and manager visibility.
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AI-Enabled Custom CRM
A sales and operations CRM tailored to your workflow, pipeline stages, customer records, and internal processes.
Learn moreEverything included
Built for production from day one.
Every engagement includes the infrastructure, testing, and ops layer most agencies leave out.
AI-first architecture
Models integrated as first-class services — with rate limiting, fallbacks, and cost controls built in from sprint one.
Full test suite
Unit, integration, and E2E tests ship with every project. AI outputs validated under real load, not just happy paths.
Monitoring + alerting
Logs, traces, and dashboards configured from day one. You'll know before users do when something breaks.
Auth + billing ready
User auth, team accounts, Stripe billing, and usage tracking baked in — so you can charge on day one.
CI/CD + DevOps
GitHub Actions pipelines, preview deploys, and rollback procedures configured for your stack from the start.
Grows post-launch
Architecture designed for scale. Add features, swap models, or expand scope without a full rewrite.
How we work
Sprint-based. Client-first.
Four phases, fixed timeline, daily updates. No surprises.
Scope & Brief
Discovery call, written scope doc, timeline, and tech stack confirmed. Fixed price agreed before any work starts.
Design & Architecture
Wireframes, data model, API contracts. Client sign-off required before code is written.
Build & Test
Sprint delivery with daily standups and weekly demos. Full test suite runs with every push.
Launch & Handover
Production deploy, monitoring, documentation, and 30 days of post-launch support included.
Why we can ship in 4–6 weeks
Speed comes from discipline, not shortcuts. We commit to a tight, fixed scope up front and build on architecture we've shipped before — so the weeks go into your product, not boilerplate.
We lock a narrow MVP scope before sprint one — no creep, no moving targets.
Battle-tested foundations and reusable building blocks, not a blank repo.
We build with AI-assisted workflows that compress the grind work.
You work directly with the engineers building it — no layers, no ramp-up.
Live in production
Real client work, shipped and running.
Heart & Haven Care
UK healthcare services platform — domiciliary care, staffing & supported living. CQC-registered.
heartandhavenhealthcare.co.ukSolidarity Center (ACILS)
A website for tannery workers, built for the American Center for International Labor Solidarity.
Non-profit · Labor solidarityFree 30-min consultation
Got an AI product idea?
Let's scope it together.
We'll give you a written scope, timeline, and estimate within 48 hours. No obligation, no sales pitch.