For defense manufacturing CEOs · November 2, 2026
AI strategy for defense manufacturers: decide the handoff before the pilot
A practical decision brief for defense manufacturing CEOs: connect AI strategy to cross-department handoffs, accountable people and measurable operating results.
Start with the company
What will work differently across the business?
For an owner or CEO of an established defense manufacturer, an AI strategy should describe a better operating company. A proposal assistant, a purchasing tool and a production dashboard can each be useful. The strategic question is whether their work connects when a customer commitment depends on all three.
Before approving another pilot, ask the team to describe one important handoff: what decision must be made, which departments contribute, what information is trusted and who accepts responsibility for the next step. That brief can reveal a company-level opportunity that a department-specific demonstration misses.
Use a concrete example
Follow an RFQ through the company.
Consider an illustrative RFQ workflow. Sales receives a request. Engineering checks the requirements. Purchasing checks materials and lead times. Production reviews capacity. Quality identifies the evidence needed for acceptance. A quote depends on their combined judgment.
If an AI tool produces a faster quote draft but the underlying material, capacity or quality questions remain unresolved, the apparent improvement may simply move the delay downstream. The team needs a shared view of the decision and a clear way to identify missing information.
This is a planning example, not a claim about a particular manufacturer or a measured customer result. The right first workflow depends on your actual constraints.
Four questions for the CEO
Make the destination explicit.
Where are you going? Describe how the company should operate when this capability is working. For the RFQ example, that might mean a commitment supported by current inputs from the people who must deliver it.
What do you have to do to get there? Identify the information, process changes, employee participation, specialist work and education required. A software purchase alone does not describe the work.
What will get in your way? Look at incomplete records, competing priorities, unclear responsibility and the information boundaries your responsible specialists establish.
How will you know you’re getting closer? Choose a baseline and acceptance criteria before the demonstration. Measure a business result, the effort required and the exceptions people still need to handle.
The decision brief
Put five decisions on one page.
The handoff: Name the point where work passes between departments, with a real example and its operational consequence.
The accountable owner: Name the person who can resolve disagreements and accept the result. Identify the employees whose working knowledge must shape the design.
The information boundary: Specify which approved information can be used, by whom and in which environment. Refer controlled, contractual and security questions to the responsible specialists before selecting tools. An AI project does not establish compliance or certification.
The operating baseline: Record how long the work takes today, how much rework it creates and what errors or exceptions matter. Choose measures appropriate to the workflow; do not substitute a model benchmark for an operating result.
The release decision: Agree what evidence will support continuing, changing or stopping the work. Set responsibility for education, support and review after release.
Make room for development
Connect the brief to protected time and specialist work.
The brief needs a place to become a tested capability. Smokejumper’s Innovation Center model brings company employees and specialists together with defined responsibilities and protected participation. Development can be virtual; access to the people who know the work is essential.
Keep experiments separate from production decisions. Review ordinary cases and exceptions, teach the affected people how the capability works and have the operational owner decide when it is ready. A useful pilot should tell the company what to do next, including when the answer is to change direction.
For the broader approach, see the company plan, the Innovation Center and the publicly attributed Regal implementation story.
A useful first conversation
Which handoff would you put on the table?
If you lead a defense supplier or regulated manufacturer, bring one decision that crosses departments. A short conversation with Dan can help determine whether a company-level assessment and plan is a useful next step.