AI & Technology Strategy for Aviation, Drones & Robotics

Improve the operating loops around equipment, field teams, data, and decisions without pretending safety is a software feature.

I help aviation, drone, robotics, and remote-systems companies improve the operating loops around equipment, field teams, data, and executive decisions.

This is not an invitation to put an unproven model in a safety-critical control path. It is an executive operating engagement for the work around the mission: scheduling, reporting, inspections, maintenance information, asset utilization, vendor coordination, and the handoff from the field to the office.

One September engagement is available. One 90-minute executive operating session each week, with asynchronous support between sessions. $9,500 per month with a three-month initial commitment.

Where the operating friction hides

These companies often have capable technical teams and still lose time between systems. A flight, deployment, inspection, or service visit produces information that has to reach operations, maintenance, clients, finance, and leadership. Every manual translation adds delay and makes the economics harder to see.

A useful first initiative might focus on:

  • Asset, crew, and mission scheduling
  • Field reporting and client deliverables
  • Inspection or maintenance documentation workflows
  • Parts, vendor, and equipment availability
  • Utilization and margin by asset, job, or program
  • Turning operational data into a clear executive decision

Relevant experience

My career started where software, cameras, aircraft, and field crews met. I built multi-camera systems for helicopters, operated drones on major film productions, and worked across Africa and the Middle East in conditions where the plan, equipment, people, and connectivity rarely behaved perfectly.

Later, I co-built StreamVT, a bonded cellular system that sent live HD video from production sets to decision-makers anywhere in the world. That company taught me how much operational work surrounds a seemingly simple technical promise.

I bring that comfort with real equipment and field constraints into the executive technology work. I do not substitute that experience for an operator's safety, certification, engineering, or regulatory judgment.

How AI can help

AI can help organize field notes, compare planned and actual work, prepare reports, retrieve information from controlled document sets, identify recurring delays, and give leaders a faster view of utilization or job economics. It can also help a small team investigate options and prototype internal tools before committing to a large build.

We agree on data boundaries, human review, and failure consequences before information enters an AI system. Where the risk is high, the correct answer may be a deterministic workflow with no generative model involved.

Defense and dual-use

I am interested in working with defense and dual-use companies focused on autonomous systems, remote operations, field logistics, sensing, resilient communications, and advanced manufacturing.

My adjacent experience is real. So is the boundary. I am not a defense procurement, export-control, cybersecurity compliance, or classified-program specialist. The right client would have strong internal domain ownership and a business or operating problem that matches my experience.

A good fit

  • An executive sponsor can connect the initiative to an operating or financial result.
  • An internal operator or technical lead can carry decisions into the daily work.
  • The initial outcome can move within 90 days without compromising safety or compliance.
  • The company wants executive ownership, not a generic AI workshop or outsourced engineering department.

Frequently asked questions

Where can AI help an aviation, drone, or robotics company?

Strong early uses often sit around the operation: documentation, reporting, scheduling, knowledge retrieval, utilization analysis, and decision support. Safety-critical autonomy requires a different level of engineering, validation, and regulatory expertise.

Do you work on certified or safety-critical systems?

I do not certify aircraft, robots, autonomous systems, or safety-critical software. I can help leadership make technology and operating decisions around those systems while the qualified internal and external specialists retain technical authority.

Can you work with defense companies?

Yes, when the problem matches my experience and the client supplies the required procurement, compliance, security, and domain leadership. I will be explicit about any boundary before an engagement begins.

Do you replace the CTO or engineering lead?

No. I can complement a technical leader by owning the cross-functional operating result, or fill an executive technology gap when the company does not yet need a full-time hire.

What does the engagement cost?

The engagement is $9,500 per month with a three-month initial commitment. It includes one 90-minute executive session each week and asynchronous operating support throughout the business week.

See the full fractional AI and technology engagement, browse other industries, or read about my field and aerial production work.