The flagship · AI Operations
The AI Efficiency Audit
We analyze your workflows, tools, and team, then hand you a scored report: an A–F readiness grade, the exact places AI saves you time and money, how much, and the order to do it in. Then we train your people and build the fix.
Book an auditreadiness grade — are you set up to succeed?
quantified opportunities, ranked by payoff
a real number on each, tied to your operations
roadmap: quick wins, fixes, and builds
What you get
A real scorecard — this is the actual output
The audit is powered by a scoring engine built on doctoral research into AI-adoption barriers. Here's a real, anonymized example the engine produced for an independent insurance agency. Your report follows the same format, with your numbers.
- Part A — Readiness: six dimensions (data, systems, workforce, leadership, regulatory, process) scored into an A–F grade.
- Part B — Opportunity: hours and dollars quantified per business function, ranked by dollar impact and feasibility.
- The numbers: total annual opportunity, payback period, first-year ROI against a proposed build.
- The roadmap: Audit → Train → Build, sequenced so quick wins fund the bigger work.
Why it's different
Diagnosis before spend — because most AI projects don't pay off
RAND's 2024 study of experienced practitioners found more than 80% of AI projects fail, and 84% of failures trace to leadership and process, not technology. MIT found 95% of generative-AI pilots return nothing measurable. The audit exists to keep you out of those numbers: it checks readiness first, quantifies conservatively, and sequences the work so it actually sticks.
Sources: Ryseff, De Bruhl & Newberry (2024), RAND RR-A2680-1; MIT Project NANDA, The GenAI Divide (2025).
Honest by design
How we get the numbers
Conservative factors
Every efficiency estimate sits at or below published benchmarks — JPMorgan Chase Institute (2026), McKinsey (2025), Intuit (2025). We'd rather under-promise.
Sources on every figure
The report footnotes where each number comes from. Vendor case studies are flagged as directional, not guarantees.
Upside excluded
The headline number is cost and time savings only. Revenue upside is real but left out, so the figure you see is the floor.
Get your grade and your number.
A free AI-readiness score takes minutes. The full audit turns it into a dollar-quantified plan.
Get your free AI-readiness score