Board Brief
The Agentic AI Pilot That Must Become a Business System
The board's decision is not whether an agentic AI pilot is impressive. It is what authority the enterprise can justify, on what evidence, under whose ownership, and with what stop rules.
The board-level problem
A successful pilot can still be an unsafe business system
Pilots often begin with narrow permissions, unusual executive attention, handpicked data, and people willing to repair failures manually. Those conditions can make a demonstration look scalable while concealing the operating burden and the authority questions that appear only after adoption.
The board should require four proofs before expansion: technical capability, workflow performance, economic value, and control integrity. A weakness in any one of them is a reason to hold, redesign, or stop.
Three decisions
1. Define machine authority
Specify what the system may decide, recommend, execute, escalate, and never do without accountable human approval.
2. Require operating evidence
Measure performance against a credible baseline, including exceptions, rework, oversight, integration, and the full cost of keeping the pilot alive.
3. Make the terminal decision real
At the end of the 90-day cadence, choose scale, hold, redesign, or stop. Do not permit continuation by default.
Questions directors should ask now
- Which named executive owns the operating outcome, not merely the technology?
- What authority changes if the pilot becomes a system?
- Which evidence would disconfirm the scale thesis?
- What hidden work, exception handling, and control cost are excluded from the headline business case?
- Who can stop the system, and how quickly can that decision take effect?
The answer to urgency is not bypassed governance. It is a decision-latency target, proportional delegation, and a record that makes authority and dissent visible.
Continue with the full Board white paper
The full Board paper is available free through a tracked request. The role-specific papers, Executive Playbook, Board Decision Package, briefs, and operating instruments remain Board Membership resources.
Research and analysis by Touch Stone Publishers. Author: Glenn E. Daniels II.