October 28, 2026
AI Automation Audit Agent Benefits: 1 million runs vs hiring a consulting company
What is consulting?
Consulting: Evaluate a system, infer intents, extract insights, create contextually compressed communication.
What happens over 1 million runs?
1 million runs sounds like a lot but it's just 10,000 x 100.
Over 1 million runs, the mid-case estimate is that the AI Automation Audit Agent saves $24.8B and 118M hours.
Savings over 1M runs
Assumptions:
- Consultant audit: $15k / $25k / $50k, taking 80 / 120 / 200 billable hours (low / mid / high).
- Tool run: about $1 of compute per run, plus 1 / 2 / 4 hours of human review at $100/hr.
| Low | Mid | High | |
|---|---|---|---|
| Consultant cost | $15.0B | $25.0B | $50.0B |
| Tool cost (compute + review) | $0.10B | $0.20B | $0.40B |
| Cost saved | $14.9B | $24.8B | $49.6B |
| Consultant hours | 80M | 120M | 200M |
| Tool hours (review) | 1M | 2M | 4M |
| Hours saved | 79M | 118M | 196M |
| Consultant-years saved (at 1,800 hrs/yr) | ~44k | ~66k | ~109k |
- Per run: about $25k and 118 hours saved in the mid case. The tool's cost is about 1% of a consultant's.
- Time to result: 2–6 weeks drops to minutes, so findings arrive weeks sooner.
Where this report beats a typical consultant
-
Speed: It came out in minutes. A consultant usually takes 2–6 weeks for a similar audit.
-
Cost: It costs next to nothing to run, so you can audit many workflows instead of one or two. A consultant typically charges $15k–$50k+ per audit.
-
Traceable numbers: Every assumption lists its value, where it came from, the evidence and the reasoning. Every savings figure shows the full formula. Consultant decks often show results without showing how they got there.
-
Ranges, not a single number: It gives a low, expected and high case and a confidence score of 95/100, instead of one optimistic headline.
-
Built-in checks: It runs about 10 automated checks, such as confirming the low case isn't above the high case and that payback time is plausible. All of them passed.
-
Easy to rerun: You can change the volume, hourly rate or automation share in What-If and get updated numbers immediately. Changing a consultant's model usually means another round of work.
-
Ready to build from: It goes past the business case into the system design, data fields, failure handling, human-approval steps and a rollout plan with timelines. Consultants often bill that separately.
-
Consistency: It uses the same versioned method every time, so audits can be compared with each other. Consultant quality depends on who you get.
Curious. What's going to happen to consulting.