Everyone says adopt AI. Nobody says where to start.
No way to prioritize
Every vendor and every consultant recommends something different. There’s no framework for deciding which two of ten possible projects are actually worth funding.
Nothing tied to the business
Pilots get run and tools get adopted, and nothing shows up in the P&L, because nobody asked what business objective the effort was serving before it started.
Unmanaged, unapproved
Staff are already using AI tools on their own. In a regulated business, that isn’t just wasted effort. It’s an exposure nobody has mapped, touching customer data with no one accountable for it.
Swipe sideways to see the full diagram
“What have you tried? Was it aligned with your business goals? What did it do to your EBITDA?”
EBITDA: earnings before interest, taxes, depreciation, and amortization
The question we ask on every first call.
A pattern, not a one-off
Work piles up waiting for a human to assemble something from scratch. Quoting. Underwriting. Onboarding. Claims. Compliance review. Different industries, same shape. Here’s one, in full.
Measurements entered by hand for every custom order. Materials estimated from experience. Every line item priced individually before a quote goes out.
Specs and measurements extracted automatically. Pricing generated against historical jobs. One person reviews and approves, nobody builds a quote from a blank page.