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For teams whose web or mobile app needs AI features grafted in without rebuilding from zero. Production AI in your live app in 12 weeks — no 9-month rebuild — with the running system protected at every milestone.
The cleanest proof is our own: PenLeap is a standard ed-tech stack that we modernised with AI rubric scoring — now serving 10,000+ UK students with a 95% pass rate. No rebuild. The stack you have is the stack we build on.
A Modernisation engagement is 12 weeks from $75K, scoped to one or two AI flavours at proposal: AI search (semantic retrieval over what is already in your database), AI summarisation (long content compressed to the decision the user needs), or AI agents and automations (multi-step work completed inside your existing tool — not a chat window pasted in the corner).
Want to scope first? Start with an AI Sprint, $10K / 4 weeks, on the riskiest integration question.
From-scratch rebuilds run 6–9 months. Grafting AI onto the app you already run takes half the time and none of the teardown risk.
PenLeap: AI rubric scoring added to a standard ed-tech stack, now at 10,000+ students / 95% pass rate. The pattern transfers.
Workflow agents that complete multi-step tasks inside your existing tool — reading the lead, drafting the outreach, logging the activity.
We ask for your current stack before proposing anything. If the fit is wrong, we say so on the call — that saves both sides a week.
We leverage the latest technologies and frameworks to deliver robust, scalable solutions.
Our proven process ensures successful project delivery every time.
We map your architecture, pick one or two AI flavours, and fix the price. Your codebase is read under NDA before we quote.
The AI feature runs against your real data behind a flag. Accuracy and latency baselines are reported weekly.
Evals, fallbacks, cost controls, and observability. The existing product keeps shipping the whole time.
Staged rollout to your users, instrumentation, handover, and 30 days of included support.
Let's discuss your project and find the perfect solution for your business needs.