AI Operations · Research-grounded consulting
Find out exactly where AI will save your business time and money — before you spend a dime on tools.
A quantified AI audit from a doctoral AI researcher who builds and runs production AI systems. We don't sell you software — we diagnose your business and build the fix.
Start where you are
Most owners know AI matters but not where to begin. Pick the door that sounds like you — the audit speaks your workflow, not generic "AI transformation."
I run a contractor or home-services business
Missed after-hours calls, slow quoting, scheduling chaos, invisible in Google and AI search. We put a number on each — and fix the ones that pay off.
See how we help trades → Independent insurance agentsI run an independent insurance agency
Producers losing 35–45% of the day to quoting and admin, manual renewals, no written AI policy. Standardized work quantifies cleanly — and automates first.
See how we help agents →We show you the numbers
Not "AI can help." A dollar figure, tied to your operations.
The AI Efficiency Audit analyzes your workflows, tools, and team, then hands you a scored report: an A–F readiness grade, the specific places AI saves time and money, how much, and the order to do it in. Then we train your people and build the fix.
It's the lowest-risk way to start — you get the map before you spend on tools. And it's built on real research: in a market where 80–95% of AI projects fail, the audit checks whether you're set up to be in the small share that works.
- Conservative, benchmark-based estimates — sources cited on every figure
- Grounded in doctoral research on why AI initiatives succeed or fail
- Vendor-neutral: we have no software to push
Quick estimate
What could AI give back to your team?
Enter rough weekly hours your team spends on repetitive work in each area, plus a blended labor cost. We apply the same conservative factors our full audit uses. This is a directional estimate, not a quote.
Factors: customer service 40%, admin 30%, quoting 35%, finance 30% of repetitive-task time — set at or below published benchmarks (JPMorgan Chase Institute 2026; McKinsey 2025; Intuit 2025). Savings only; revenue upside excluded.
Two audits, one company
Run leaner, and get found.
Where AI saves you time and money
The flagship. We quantify internal efficiency across customer service, admin, quoting, marketing, finance, and scheduling — then automate what pays off.
Explore the audit →Whether customers can find you in AI answers
When someone asks ChatGPT or Google's AI for the best business like yours, do you show up? Our Bright Flow module audits and fixes your AI-search visibility.
Explore AI Visibility →Most clients start with one and add the other.
See where AI actually pays off in your business.
Start with a free AI-readiness score. No pitch, no jargon — just where the time and money are.
Get your free AI-readiness score