An AI plan with numbers attached.

Where AI pays in your business — and where it doesn't. A prioritized roadmap, not a hype deck.

Why it matters

Everyone says 'do something with AI'; few say what, in what order, at what cost. We audit your workflows, size the opportunities in hours and dollars, and hand you a ranked roadmap — including the honest list of places AI isn't worth it yet.

What we deliver

01

Opportunity Audit

Your workflows scored for AI fit — impact, feasibility, risk.

02

ROI Modeling

Hours saved and revenue gained estimated before you spend.

03

Vendor & Model Guidance

Which tools and providers fit — vendor-neutral, cost-aware.

04

Readiness & Policy

Data, privacy and staff-usage policies set before problems arrive.

Our Process

How we work

01

Identify

Find the tasks where AI genuinely beats the current way — and skip where it doesn't.

02

Prototype

A working proof on your real data within weeks, not a slide deck.

03

Integrate

Wired into your actual tools and workflows, with humans in the loop.

04

Measure & Tune

Accuracy, cost and time-saved tracked — and improved — continuously.

Toolbox

LLM APIsAI agentsChatbotsAutomationPythonVector search

FAQ

Common questions

What does an engagement look like?

One to two weeks of workflow review and interviews, ending in a ranked roadmap with cost-benefit estimates per initiative.

Will you tell us if AI isn't worth it?

Yes — the 'not yet' list is half the value. Credibility matters more to us than selling a build.

Do you implement the roadmap too?

We can — or hand it to your team. The roadmap is written to be executable by anyone competent.