The companies we work with aren't failing. They're growing. But beneath the revenue, there's a layer of operational drag that quietly consumes 20–30% of what they could be producing.
of mid-market companies have no dedicated AI efficiency strategy — and most don't know what it's costing them.
Your team is experimenting with AI tools individually. There's no strategy, no ownership, and no one accountable for outcomes. The result: duplicated effort, inconsistent adoption, and zero compounding returns.
Inefficiencies don't announce themselves. They live in manual handoffs, redundant approval chains, and processes designed for a company half your size. They compound quietly — until they become expensive.
Every quarter without an AI efficiency strategy is a quarter your competitors are pulling ahead. The gap isn't just operational — it's financial. Inefficiency has a price, and it's being paid right now.
Every quarter you operate without an AI efficiency strategy is a quarter your competitors are compounding their advantage over you.
Typical operational spend for companies in the $10M–$50M range across payroll, process overhead, and tooling.
Conservative estimate of operational capacity lost to manual processes, redundant workflows, and absent AI leverage.
What 20% inefficiency costs at this operational spend level. Every year. Without a strategy to address it.
These aren't worst-case numbers. They're what we find consistently in companies at this stage — businesses that are growing, profitable, and still leaving significant value on the table because no one has been tasked with finding it.
"The audit doesn't cost $5,000. Not doing it costs $100,000 to $1,000,000 per year — and that's the conservative number."
]All results are from real engagements. Company names are withheld by agreement. Revenue figures are approximate at time of engagement.
Reduced manual reporting time by 60%
Eliminated 3 FTE-equivalent hours per day across ops and finance teams.
Recovered 22% of billable capacity
Automated proposal generation and client onboarding workflows.
Cut customer support resolution time by 47%
Deployed AI triage and routing across 4 support channels.
[ Average ROI across engagements: 8–14× the audit fee within 12 months ]
In 14 days, we map exactly where your business is losing operational efficiency — and quantify it in dollars. No theory. No frameworks. Just a clear picture of what's broken and what fixing it is worth.
One-time. No retainer. No commitment beyond the audit.
Applications reviewed within 48 hours
The audit is designed to give you clarity — not to sell you on a larger engagement. If we find nothing worth fixing, we'll tell you that too.
Submit a brief application. We review within 48 hours and schedule a 30-minute discovery call to confirm fit.
We spend 14 days inside your operations — interviewing key people, mapping workflows, and identifying inefficiencies with dollar values attached.
You receive a full written report, priority matrix, and a live 60-minute briefing with your leadership team. No vague recommendations — specific, actionable findings.
You choose what happens next. Execute internally with our roadmap, or engage us to implement. Either way, you leave with clarity.
Take the audit findings and roadmap to your internal team. You own the execution. We've done our job — you have a clear picture and a prioritized plan.
We stay embedded as your fractional AI operator and execute the roadmap alongside your team. We own outcomes — not just recommendations. The audit fee applies toward implementation.
The consulting model is broken for operational AI. You don't need more advice. You need someone who will operate alongside you until the work is done and the numbers move.
We don't send reports from the outside. We sit in your operations, talk to your team, and understand how work actually gets done — not how it's supposed to get done.
We work at the level where decisions get made. Not in a separate workstream. Not in a weekly status call. Alongside the people who own the outcomes.
We're not here to hand off a framework. We're here to move the number. If efficiency doesn't improve, we haven't done our job.
The AI Efficiency Audit is for operators who are serious about understanding where their business is leaking value — and fixing it. If that's you, apply below.
If we complete the audit and don't identify at least 10× the audit fee in recoverable efficiency, we'll refund the full $5,000. No questions asked.