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AI Integration Sprint

Most teams have a product that needs AI inside it, not next to it. The AI Integration Sprint ships LLM features into your existing codebase in 14 days, with an eval harness, cost tracking, and a fallback strategy so you can measure quality and spend from day one. We work directly in your repo, your stack, your CI. You keep the code.

14 days$12,000 - $20,000 CAD (fixed)
Get started todayView our process
01What's included

Everything you need, nothing you don't.

Comprehensive deliverables designed for shipping, not for sandbagging.

AI Integration Sprint capability surface — visual summary of deliverables
[FIG. 01]Capability surface
  • 01

    LLM provider integration (Claude, OpenAI, Gemini)

  • 02

    Retrieval-Augmented Generation (RAG) pipeline

  • 03

    Tool Use / function calling for live data

  • 04

    Prompt caching to reduce per-call cost

  • 05

    Streaming responses with backpressure

  • 06

    Eval harness with test cases you control

  • 07

    Cost-per-task tracking and per-user limits

  • 08

    Fallback model + graceful-degradation strategy

04Stack

Technologies we ship with.

A working toolkit, not a buzzword list. Every tool below is in active rotation.

  • Anthropic Claude
  • OpenAI
  • Google Gemini
  • Vercel AI SDK
  • LangChain
  • pgvector
  • TypeScript
  • Next.js
05Process

A systematic approach that ships exceptional work.

  1. 01
    Day 0 - Brief

    Repo walk-through, eval criteria, success metrics. Calendly call.

  2. 02
    Days 1-4 - Spike

    Working prototype on a staging branch. Eval harness scaffolded.

  3. 03
    Days 5-11 - Build

    Production-quality integration. Cost tracking, fallback, observability.

  4. 04
    Days 12-14 - Ship

    Code review, docs, hand-off. Eval harness handed over with the repo.

06Investment

Transparent pricing, no surprises.

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

Get a custom quoteTalk to us first
07FAQ

Questions, answered straight.

Which AI providers do you integrate with?
OpenAI, Anthropic, and Google Gemini for general-purpose work; specialty providers (Voyage, Cohere, Replicate, ElevenLabs) where they win on cost or quality. We build provider-agnostic so switching models later is a config change, not a rewrite.
How do you handle hallucinations and bad outputs in production?
Retrieval-augmented generation for anything fact-bound, structured output (JSON schema) for anything machine-consumed, a confidence threshold for anything auto-shipped, and a human-in-the-loop queue for everything else. We do not pretend LLMs are oracles.
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 ai integration sprint services.

Start your project today