Minimum-Governance Pilot
Prove value in one quarter. Scale what works. Retire what doesn't.
Finance departments can't afford uncontrolled experimentation, but they can't wait for perfect certainty either. The MGP resolves that tension by applying the 90-day delivery cycle and ROI discipline of finance within a governance framework that moves fast enough to keep pace with the technology.
The Core Test
Does this use case create measurable value?
Can it operate safely within our controls?
Is it repeatable across other workflows?
When a pilot answers all three with a "yes," it establishes a pattern. That pattern becomes scale. When the answer is "no," the pilot gets refined or retired before it consumes more resources.
Structure
Every MGP follows the same architecture. The components link together so that each cycle carries forward lessons in tool selection, governance, ROI measurement, and agile delivery.
Data access, process owners, and success metrics confirmed before work begins. No pilot should launch until the team has agreed on what success looks like and where the data lives.
A small but functional piece of the workflow that can run in production conditions within 90 days. The goal is a working slice, not a prototype buried in a sandbox.
Accuracy, latency, and cost tracked against the baseline ROI agreed at launch. Evaluation begins during the cycle, not at the end. If AI saves the team time, they become advocates. If it doesn't, you find out before the budget is spent.
Prompts versioned, outputs logged, human reviews captured, and all artifacts consolidated in an evidence pack. Every MGP leaves behind a documented trail that satisfies the auditor's questions in a single file.
Scale, refine, or retire based on verified results. This gate is binary by design. A pilot that answers 'yes' to value, safety, and repeatability earns the right to expand. Everything else gets refined or shut down.
Why "Minimum Governance"
"Minimum governance" doesn't mean minimal control. It means no unnecessary control. The framework inserts the least structure required to produce credible evidence. That discipline is what makes scaling possible.
It prevents the sprawl of unverified tools while keeping innovation alive. Each MGP leaves a documented trail that lets finance move quickly while still answering the auditor's questions. If an idea is worth testing, it deserves an MGP. If it can't meet MGP standards, it's not ready for finance.
From Pilot to Scale
The CFO's roadmap consists of many MGPs linked in sequence. Each completed cycle leaves behind validated prompts, performance metrics, evidence packs, and refined governance practices.
Phase 1
One or two MGPs focused on quick-win use cases: variance commentary, duplicate-invoice detection, or reconciliations. These establish proof and credibility.
Phase 2
Copy with variation. Replicate successful MGPs across adjacent processes to build organizational muscle and demonstrate that the pattern works beyond a single team.
Phase 3
Wave planning. Combine multiple MGPs into broader programs such as forecasting acceleration or close optimization. The evidence from earlier phases makes this defensible.
ROI in Every Cycle
Every MGP begins with a quantified hypothesis of value. At the end of the cycle, metrics are compared to baseline. Even small improvements create a cumulative return when repeated across dozens of workflows.
Hours saved, error rates reduced, throughput increased
Faster insight generation, improved forecast accuracy
Reduction in manual checks or audit exceptions
Get Started
We help finance teams design, execute, and scale their first 90-day AI pilots with the governance rigor the CFO's office demands.