LLM-Powered Product Sprint hero illustration
Back to services
Service

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.

14-28 days$15,000 - $30,000 CAD (fixed)
01What's included

Everything you need, nothing you don't.

Comprehensive deliverables designed for shipping, not for sandbagging.

LLM-Powered Product Sprint capability surface — visual summary of deliverables
[FIG. 01]Capability surface
  • 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

04Stack

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
05Process

A systematic approach that ships exceptional work.

  1. 01
    Day 0 - Brief

    Feature spec, eval criteria, billing model decision.

  2. 02
    Days 1-5 - UI + Server Shell

    Clickable UI, server route, mocked model calls.

  3. 03
    Days 6-21 - Build

    Real model calls, eval harness, cost tracking, admin views.

  4. 04
    Days 22-28 - Ship

    Production cutover. Eval harness + runbook hand-off.

06Investment

Transparent pricing, no surprises.

Fixed-scope, fixed-price 14 or 28 day Sprint. 50% upfront, 50% on delivery.

07FAQ

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.
Ready to build?

Let's build something extraordinary.

Transform your vision into reality with our expert llm-powered product sprint services.