Paradigm Shift — AI Integration

AI, Built Into the Product
You Already Have

Start with a fixed-fee roadmap — not a rebuild.

Who this is for

Funded startups and established businesses who know AI belongs in their product — but don't yet know what's actually worth building, or whether their systems and data can support it. You want a working capability inside the product you already have, not a standalone chatbot and not a full-time ML team to find out.

Two ways to start

AI Opportunity Audit

The fixed-fee starting point

$3,000
8–12 hrs, fully async

What it is

A focused review of your product and data that tells you where AI genuinely adds value — before you commit to a build. You get a written report plus a 45-minute walkthrough call.

You leave with

  • 3–5 concrete AI opportunities, ranked by value vs. effort
  • A feasibility check against your current systems
  • A data-readiness assessment — what plumbing is missing
  • A recommended first build with rough scope and cost

Outcome

You know exactly what to build first and why — and the $3,000 fee credits toward the sprint if you move forward.

AI Integration Sprint

The build, scoped from your audit

$10,000 – $20,000
2–4 weeks, fixed scope

What it is

One working, shipped AI capability inside your product — an embedded assistant, an LLM-powered feature, or an internal agent with real data context. Fixed scope, taken straight from the top of your audit.

Best if you:

  • Have a live product AI should live inside
  • Want a shipped capability, not a proof-of-concept
  • Prefer a fixed price over an open-ended build
  • Have completed (or will start with) the audit

Data not ready?

If the audit shows your data isn't usable yet, the first sprint becomes a Data-Ready-for-AI foundation — pipelines and retrieval setup — so the capability sprint that follows has solid ground to stand on.

Not sure where you land? Most teams start with the AI Opportunity Audit. It's low-risk, valuable on its own, and tells us both whether a sprint makes sense.

How we'd work together

Book a call

A 30-minute conversation to understand your product, your data, and what you're hoping AI can do inside it.

AI Opportunity Audit

A fixed-fee review that turns the hype into a ranked, feasible roadmap — with a recommended first build and a real cost.

AI Integration Sprint

In 2–4 weeks, the top opportunity ships as a working capability inside your product. The audit fee credits over.

Why work with us

We build AI into existing products — not standalone bots. For an early-stage startup, we were handed the keys to an unfamiliar codebase and data model, learned it, and shipped a context-aware AI agent embedded in their live product in about two weeks. That's the whole offer: fast, scoped, and inside the thing you already have.

Next step

Book a call

We'll figure out whether an audit or a sprint fits your product — no pressure, no pitching.