HML ServicesAirport CTOs & Operations Directors
Responsible for systems that cannot stop. Facing vendor pressure, board pressure, and the reality that AI promises rarely match live operational environments. HML speaks that language.
Services
Every engagement starts with a conversation. Where it goes depends on what you actually need, not what is easiest to sell. We are an advisory practice first. We stay close to the work, because that is what keeps the advice honest.
Most organisations start with the Review. Some need a quick read of a troubled project. Others already have the map and need ongoing judgment. The entry point is wherever makes sense for you.
Senior judgment, applied fast. No delivery commitment. Just clarity.
You need someone who has been on the floor, not just in the boardroom. We read the system, map the risk, and tell you the truth, even when it is not what you wanted to hear. This is where most engagements start, and for some organisations, it is all they need.
The productised form is the AI Readiness Review: a fixed-scope, fixed-fee diagnostic at USD 15,000, two weeks of effort delivered within a six-week window, built on the Sovereign AI method and the Trust Layer. The output is not a report that sits on a shelf. It is a clear picture of where you are, what you actually have, and what the realistic path forward looks like. You leave with a prescription, not a proposal for more work.
Fixed scope, remote-first, deliverable across APAC and Europe.
Ongoing judgment as the landscape shifts.
Some organisations need continuing direction: new AI capabilities, new regulatory requirements, new operational pressures, a steady flow of vendor claims that nobody internal can independently test. The fractional advisory retainer is not a retainer for its own sake. It is a relationship with someone who already understands your operation, filtering AI decisions through thirty years of delivery before money moves.
The monthly cadence: a strategy session, asynchronous review of vendor proposals and architecture decisions, and a written brief your leadership can act on. Empirical verification, including model and cost analysis run on our own instruments, is part of the deliverable. Retainers are limited to a small number of clients at any time; that is what keeps the judgment sharp.
Typically follows a completed Review, or equivalent maturity.
By exception, not by default. No black boxes. No dependency on us.
The gap between a working prototype and a live production system is where most projects die. We have spent thirty years on the delivery side of that gap. When we build, we build the way infrastructure gets built: tested, documented, and designed to survive contact with reality.
Everything we build is designed to be owned and operated by your team. Knowledge transfer is not an afterthought, it is part of the scope. We are selective about what we take on, and we will tell you early if something is outside our scope or better served by someone else.
HML works with people who are accountable for real operations, not consultants advising other consultants. If your system has to keep running while you change it, you are probably the right fit.
Responsible for systems that cannot stop. Facing vendor pressure, board pressure, and the reality that AI promises rarely match live operational environments. HML speaks that language.
Baggage handling, automated logistics, data centres. Complex brownfield environments where the gap between a pilot and a production system is measured in operational risk, not feature lists.
The board wants an AI strategy. The vendors have pitches. You need someone who has actually delivered in environments like yours, not someone who learned AI after 2022.
One call. No agenda except understanding where you are and whether HML is the right fit. If we are not, we will tell you.
If it makes sense to go further, the Review gives you a rapid, structured assessment: your data, your systems, your team. We form a view before we recommend anything.
A clear, honest picture of what you have, what you need, and what the path forward looks like. Not a proposal for more work. A prescription.
If you want to go further, we agree a scope. Fixed where possible. No open-ended retainers until there is a reason for one.
One conversation. No pitch deck. Just an honest look at where you are, what you already have, and whether HML is the right fit to help you move.