From strategy deck to working software
in weeks.
Most $2M AI strategy engagements end with a brilliant deck and no working software. Xamun closes the gap. Half-day Discovery. Working software typically live within weeks. One number moved — and held. One vendor accountable for the result.
The consultant paradox at the heart of every failed transformation
Strategy firms produce decks. The deck is good. The slides are sharp. The roadmap is logical. But the firm that wrote it doesn't build software. So the deck gets handed to a different vendor — an IT services firm at $200/hour — to translate the strategy into systems.
By the time the systems are scoped, the market has moved. By the time they're built, the strategy is stale. By the time anyone measures whether the outcome landed, the consultants are gone and the engineers are on a different project. Strategy and execution were never connected. They were stapled.
The result: $2M spent on strategy, more spent on build, and a transformation programme that meets none of the original objectives.
Three steps. One vendor. One outcome.
Strategy and execution under one accountable system, measured against one number.
01 · Discovery
Half-day session. Xamun Intelligence has already read the business. We name the bottleneck, measure what it costs today — cycle time, error rate, throughput — agree the number that means solved, and say which door it goes through.
02 · Build and launch
The Software Factory builds the software that unlocks it — typically live within weeks — under our peer-reviewed specification-first method, instrumented to the number from day one. What the solution turns out to be is our problem; you never see a change request.
03 · Done — and held
Done is when the number holds unattended for the agreed period. Then we look downstream. For three years after done, if the number falls, we re-engineer whatever it takes to bring it back — free, whatever the cause.
$2M strategy engagement vs a half-day Discovery
Side-by-side: traditional AI strategy consulting versus the Xamun closed loop.
| Dimension | Traditional AI strategy | Xamun closed loop |
|---|---|---|
| Time to diagnostic complete | 3–6 months | Half a day |
| Cost of diagnostic | $500K–$2M+ | A small fraction of that |
| Output | Strategic deck, roadmap | The bottleneck named, the number measured — then working software within weeks |
| Vendor handles build | No — handed to a separate firm | Yes — same vendor, no handoff |
| Accountability after go-live | No — engagement ends | Yes — three years, No Questions |
| Outcome accountability | Customer's responsibility | Provider's responsibility |
See the full comparison vs Management Consulting, Enterprise AI Platforms, IT Services →
Frequently asked questions about AI strategy execution
What is the AI strategy execution gap?
The structural failure between AI strategy work (a deck) and AI software delivery (a system). Strategy firms produce decks; engineering firms build what the deck specifies; neither owns the outcome. Most AI Transformation initiatives die in this gap.
How does Xamun close the gap?
One closed loop. Discovery names the bottleneck and the number in half a day. The Software Factory builds and launches the system, typically within weeks. Done is when the number holds — and we hold it for three years. One vendor, one accountable system, no handoff.
How is Discovery different from a McKinsey engagement?
McKinsey: 3-6 months, $500K-$2M, output is a strategic deck. Xamun Discovery: half a day, output is the bottleneck named, the number measured and the door chosen — and the team that diagnosed it also builds the software.
Can Xamun replace traditional management consulting?
For enterprise, government and segment-leading companies with one operation capping growth, yes. Xamun delivers the diagnosis (Discovery), the software (the Factory), and the outcome held to a number (Outcome) — priced against the number, not hours. Big-firm consulting remains relevant for enterprise-wide organisational design, where there is no single number to move.
Related insights
Most corporate strategies don't fail at the boardroom. They die in the long, quiet stretch between approval and execution.
What does $2M in consulting actually buy? A strategy deck. Here's what a fraction of that buys: working software, and one number moved and held.
A week-by-week plan to go from AI assessment to deployed, outcome-tracked software in 90 days. No $2M consulting engagement required.
We build it, run it with your team — and you pay per transaction processed.
No upfront CAPEX — we invest the build ourselves. From go-live, you pay a small toll per application, delivery or booking the system processes: a small fraction of the value each one creates. A slow month means a small invoice; if it doesn’t run, you don’t pay.
We’re not a vendor shipping software into your operation. For the operation we run, we’re part of your company — in your numbers every week, paid only as they move. Where counts like these aren’t the honest measure, or you must own what you buy, the Licence door applies instead: one capital fee for the bottleneck, full source delivered, final payment at done. The accountability doesn’t change, only how you pay.
Stop buying decks. Start shipping software.
A short Discovery names the bottleneck, measures the number, and tells you which door it goes through — and you'll meet the people who'll be inside your operation.