AI Readiness Assessment
Find out what AI is worth here before you spend on it.
A short, fixed-scope engagement that answers three questions: where AI would genuinely pay in your business, what it must never be allowed near, and what to do first. Run by the same team that would build it, which is why the answer is sometimes that you should not build anything yet.
Why This Exists
Most AI spending starts in the wrong place.
It starts with a tool somebody demoed, not with the work. That is why so many pilots run, impress everyone once, and never reach production: nothing was ever tied to a number, and nobody agreed what the thing was allowed to do.
Building the impressive thing.
The demo that wins the room is rarely the one that pays. We would rather tell you the boring answer in week two than bill you for the interesting one for six months.
- A pilot with no number behind it
- A tool nobody owns
- Data nobody checked first
- A guardrail written after an incident
A decision you can defend.
Something you can take to a board or a partner: what we would do, in what order, what it costs, what it returns, and what we deliberately left alone.
- Opportunities ranked by payback
- An honest list of non-starters
- Guardrails in writing
- A first project with a number on it
Sometimes the finding is that you are not ready. Bad data, a process still changing every month, or nobody free to own the output. We would rather say so than sell you a build that was going to fail on something we could see in week one.
What We Look At
Four things, in this order.
Where the hours actually go.
We follow the repeatable work: what arrives, who touches it, how often it comes back wrong. The opportunity is almost never where the org chart suggests.
Whether an agent could even see it.
What exists, where it lives, what shape it is in, and what a system would need access to. Most stalled pilots stall here rather than on the model.
What it must never touch.
Regulated data, client contracts, anything where a wrong answer is expensive. Named before anything is scoped, because a guardrail added later is an incident report.
Who works differently afterward.
An agent changes somebody’s day. If nobody owns the output and nobody reviews the exceptions, the pilot dies quietly whatever it cost.
What You Get
Three things you can act on.
No deck of maturity curves. The deliverable is a decision and the reasoning behind it.
A ranked list, with a number
Every opportunity we found, ordered by payback, with what the first one should cost and return, and the ones we would not touch and why.
A sequence
First, next, later. What has to be true before each one starts.
The guardrails
Scope, approval, retention, and audit, written before anything runs.
Where It Fits
When this is the right first step.
Afterward
Three doors, and one of them is none.
The assessment is deliberately not a sales funnel with one exit.
Build it
We scope the first piece and the AI Workforce runs it.
Get a leader
A Fractional CAIO owns the sequence for a while.
Do nothing yet
You leave with the reasoning and the number, and you spend nothing else.
Wave Platforms
Around the clock, for a company still deciding what AI is for.
We do not license someone else's software and mark it up. Swell and Harbor are ours, written in house and trained on how your business actually runs. Here is what each one does for you.
Swell
Watches the market and the competitors you name, so the read starts from real numbers rather than a survey.
Explore Swell →Swell, Inside Your BuildingHarbor
The platform the recommendation would run on, installed on your own stack if you go ahead.
Explore Harbor →You get your own dashboard. Sign in whenever you want and see exactly what moved, what the platforms changed, and why. See both platforms →
Common Questions
Questions clients ask.
How long does it take?+
Do we have to build with you afterward?+
What do you need from us?+
We handle regulated data. Is that a problem?+
How is this different from the Fractional CAIO?+
Let’s Talk
Get the read before the invoice.
Book a call with a senior member of the team. We will tell you whether an assessment is worth running at all.