FROM AI ACTIVITY TO VERIFIED CASH FLOW
ONE WORKFLOW. ONE OWNER. ONE MEASURABLE RESULT.
Your team uses AI. Drafts arrive faster. Meetings multiply. Yet the cash result remains unclear.
The next executive decision is simple: which workflow deserves investment, and what evidence would justify scaling it?
ONE SIGNAL
PwC’s 2026 Global CEO Survey found that 56% of CEOs reported no significant financial benefit from AI; only 12% reported both cost and revenue benefits. These are survey responses, not a prediction of your company’s outcome.
ONE DECISION
Run one bounded, 90-day AI-to-cash proof. Select a recurring workflow, name its business owner and agree the baseline, full cost and stop/scale thresholds before expanding.
WHY NOW
Every additional pilot consumes cash and management attention. A short proof period helps distinguish useful adoption from a workflow that improves economics.
TOP 3 ACTIONS
- Select one workflow. Score repetition, baseline quality, cash conversion, permitted data and human review.
- Verify the cash mechanism. Identify the invoice, payroll payment or collected contribution that will change. Hours saved remain capacity until converted.
- Set the decision gate. Review quality, actual cash, full cost and repeatability at days 30, 60 and 90.
Industrial Gas: a transparent example
Assume 1,000 replenishment exceptions each month and a reduction from 12 to 8 minutes per case, including review. That releases 66.7 hours of capacity. It is not automatically a cash saving.
If an external administration invoice actually falls by €1,000/month and technology costs €250/month, the illustrative recurring cash benefit is €750/month. A €1,500 implementation outlay means the timing of adoption matters: a delayed first month can leave the 90-day pilot cash-negative despite a promising steady-state estimate.
These are illustrative assumptions, not customer results or savings guarantees. Human planners retain operational and safety decisions.
30-DAY RESULT
One selected workflow, a signed baseline, a complete cost budget, a controlled trial and a first cash ledger. The result is a defensible continue, pause or stop decision.
CONFIDENCE
High confidence in the need for measurement. Customer-specific returns remain unproven until the pilot supplies comparable operational data and finance-verified evidence.
Your Action Guide
AI TO CASH — The 90-Day Action Guide gives you five reusable worksheets, a worked industrial-gas example, three implementation phases and a one-page board decision. 16-page PDF. One-time purchase: €29.
Buy Action Guide — Full Process — €29 Quick Checkout — €29
Your next result
Action Guide → Board Decision → scoped 90-Day Cash Proof → annual PowerLicense → renewal and expansion.
Explore the Commercial Flow · Buy License — discuss your scope
Service and enterprise licensing require separate scope, pricing and agreement.
Source
PwC, 29th Global CEO Survey, 19 January 2026. The workflow tools and case calculations are RapidKnowHow recommendations and illustrative examples.