
LLM-Powered Product Sprint
You want to ship an AI feature your customers can use, not a demo. The LLM-Powered Product Sprint builds the full feature - UI, server, model integration, eval harness, billing hooks, observability - in 14 days for tightly-scoped features or 28 days for double-Sprint scope. Trade Book Central is one of our live references for this Sprint.
Everything you need, nothing you don't.
Comprehensive deliverables designed for shipping, not for sandbagging.

- 01
Customer-facing UI with streaming and proper loading states
- 02
Server route with rate limiting + per-user token budgets
- 03
LLM integration with prompt caching and retries
- 04
Eval harness against a real test set you approve
- 05
Cost tracking per request, per user, per feature
- 06
Stripe billing hook for usage-metered pricing (optional)
- 07
Admin dashboard for cost + quality monitoring
- 08
Docs + run-book for your on-call rotation
Technologies we ship with.
A working toolkit, not a buzzword list. Every tool below is in active rotation.
- Anthropic Claude
- OpenAI
- Vercel AI SDK
- Stripe
- Supabase
- Next.js
- React
- TypeScript
A systematic approach that ships exceptional work.
- 01Day 0 - Brief
Feature spec, eval criteria, billing model decision.
- 02Days 1-5 - UI + Server Shell
Clickable UI, server route, mocked model calls.
- 03Days 6-21 - Build
Real model calls, eval harness, cost tracking, admin views.
- 04Days 22-28 - Ship
Production cutover. Eval harness + runbook hand-off.
Transparent pricing, no surprises.
Fixed-scope, fixed-price 14 or 28 day Sprint. 50% upfront, 50% on delivery.
Questions, answered straight.
- What does an LLM-powered product Sprint deliver?
- A working product you can put in front of real users in 14 days: chat or generation UI, retrieval over your data, auth + billing, deployed to production, and a metrics dashboard for usage and cost. Not a demo — something that can take money on day one.
- How do you control LLM cost as usage grows?
- Per-tenant token budgets, prompt caching where the provider supports it, smaller models for cheap turns and large models only when they earn it, and a cost-per-conversation report that goes to you weekly. Cost is a product feature, not an afterthought.
- How fast can you start?
- Most engagements start within 1-2 weeks of the discovery call. If you need to start sooner, tell us on the call — we keep a small amount of capacity reserved for urgent work and will be honest about whether we can meet your date.
- Do you work with companies outside Canada?
- Yes. Creative Brain Inc. is based in Brampton, Ontario but works across North America, the EU, and AU. We bill in CAD, run async across time zones, and overlap a few hours daily with your team for live work.
Let's build something extraordinary.
Transform your vision into reality with our expert llm-powered product sprint services.