AI Opportunity Audit · Implementation · Partnership

You know AI belongs in your business. We show you where it pays off, then we build it.

The AI Opportunity Audit finds where AI is worth real money in the way your business actually runs. Our team builds it, trains your people, and stays on to support it.

01The landscape

Everyone is adopting AI. Almost no one is finishing.

You have been pitched a dozen platforms. Buying AI was never the hard part. Integrating it inside a business that is already running, and seeing it through to ROI, is where it breaks down.

We build you into the 6%.

88%
use AI in at least one business function
33%
have begun scaling it across the organization
7%
have fully scaled it across the organization
6%
capture real financial impact (5%+ of EBIT)
Source: McKinsey, The State of AI, 2025 (n = 1,993).
02The gap

Why most AI projects never pay off

01
They bought a platform
Generic software that does not match how the business operates day to day.
02
They ran a pilot
A clean demo that never crossed into the real, daily workflow. Then it quietly died.
03
They got a strategy deck
A stack of recommendations with no engineering team on the hook to build it.
42% of companies scrapped most of their AI initiatives this year, up from 17%. S&P Global, 2025
30%+ of generative AI projects get abandoned after the proof of concept. Gartner, 2024
03The real failure point

AI rarely fails on the technology. It fails on adoption.

The models work. Changing how people work is where implementation stalls. That is where most deployments quietly die, and it is exactly what we plan for.

Which is why Every build ships with hands-on training. The work only pays off if your team actually uses it.
Where AI challenges actually come from
70%
People & process
20%
Technology & data
10%
Algorithms
Source: BCG, Where's the Value in AI?, 2024.
04What makes us different

We are a deployment firm. Not a software vendor. Not a strategy shop.

We do not sell you a platform. We look at how your business really operates, then hand you a prioritized plan with real ROI numbers and the path to build it. If nothing is worth building, we say so.

Honest
If nothing is worth building, we say so.
Operator-built
Run by people who have run the business.
Outcome-priced
Measured in hours and dollars, not seats.
05How we work

Find it. Build it. Run it.

See the full process
Phase 1
Audit
Find where AI pays off. A structured look at how you actually run, ending in a prioritized, costed plan.
2 to 3 weeks · fixed fee
Phase 2
Implementation
Build, train, support. Our engineers ship into your real workflows in phased waves, highest return first.
scoped to your plan
Phase 3
Partnership
Stay ahead, every month. We flag what is newly worth doing as your business and the tooling both move.
ongoing · monthly planning
You can stop after the audit. Most clients do not, because the plan pays for itself.
06The trades
Highlighted vertical

Curious what AI is worth in a trades shop?

A conservative estimator for HVAC, plumbing, electrical, roofing, restoration, and commercial contractors. Every assumption sits at the low end of published benchmarks. Two minutes, no email required.

Run the Trades ROI calculator
Estimated annual upside
$341K – $462K
example: a $6M HVAC shop, 20 techs
Gross profit$175K – $237K

Find out where AI pays off in your business.

Start with the audit. Fixed fee, fixed scope, no long commitment. The lowest-risk way to find out where AI is worth real money.

Book a call