AI Consulting vs AI Platform
Two different things for sale. A consultancy sells the roadmap and leaves. Xamun sells the operation moved — one bottleneck, built and held until the number moves.
Both have genuine strengths. The question is which model fits your situation, your timeline, and the way you want to work. This page lays out the structural differences honestly — including when consulting is the right call.
Last updated: September 2026
Two paths. One goal. Very different structures.
Both start with a diagnosis. They differ in what is being sold at the end of it — and who is still there when the number is measured.
A proven approach used by the world's largest companies for decades. Deep expertise, strong brands, significant investment.
A thorough strategy deck, a pilot project, a change management plan. The thinking is rigorous. The brand carries weight in the boardroom.
We find the one operation capping growth, measure what it costs today, and fix it until the number moves. Two Minds and one graph memory under the hood; forward-deployed people inside your operation.
One operation moved, with the number it is measured by agreed up front and instrumented from day one. No upfront CAPEX per transaction; full source delivered with a licence.
The details, head to head.
A direct comparison across the dimensions that matter to a board, a COO or a transformation lead evaluating AI transformation.
| Dimension | Big 5 Consulting | Xamun |
|---|---|---|
| Entry cost | $500K–$2M minimum engagement |
Discovery then licence or per transaction — no hours, no seats |
| Timeline to working software | 12–24 months strategy + build + change mgmt |
Weeks to a live operation instrumented to the number from day one |
| Strategy delivery | 3–6 month engagement deep, thorough, expensive |
A short Discovery the bottleneck named, the number measured, how you buy it agreed |
| Software delivery | Not included requires separate implementation partner |
Included Build and launch — what the solution turns out to be is our problem |
| Outcome tracking | Quarterly reviews if engagement continues |
One agreed number measured from day one, held until it holds unattended |
| Knowledge retention | Walks out the door when consultants leave |
Stays in your operation full source under Licence; the graph memory of your operation stays with it |
| What happens after engagement ends | Strategy deck on the shelf until the next engagement |
Done — and held three years, no questions; then we look downstream |
| Incentive alignment | Billable hours longer engagement = more revenue |
The number moving Per transaction bills nothing before it runs; a licence’s final payment is due at done |
Ranges are illustrative, based on publicly available pricing and industry benchmarks. Consulting firms deliver genuine value — the comparison is structural, not a judgment on quality of thinking.
Where does $2M in consulting actually go?
Consulting firms employ brilliant people. But the pyramid model means most of your budget goes to junior staff doing work that AI now handles in minutes.
These figures are illustrative, based on industry benchmarks for AI transformation engagements. Actual pricing varies by firm, scope, and geography.
When consulting is the right choice.
Consulting firms have earned their position for good reasons. There are situations where the consulting model is genuinely the better path.
When a platform is the right choice.
Xamun makes sense when the goal is one operation moved, measured by a number you agreed up front — and time is a factor.
Questions we hear from leadership teams.
No — and Xamun is not strategy consulting. A consultancy sells the roadmap and leaves; the build is someone else’s contract and the outcome is nobody’s. Xamun sells the operation moved: we find the one bottleneck capping growth, measure what it costs today, build the software that unlocks it and hold it until the number holds. The list of operations worth fixing — the thing a consultancy charges for — is a by-product of Discovery, and free. McKinsey still brings board-level credibility and deep organisational-change expertise; if you need that, a focused engagement on top of a moved operation is a sound combination, and it will cost significantly less than a full-scope consulting engagement.
Yes. Some clients bring in a consulting firm for organisational change while Xamun moves the operation. The division is clean: the consultancy owns stakeholder alignment and change management — what they do best — and Xamun owns one bottleneck, the number it is measured by, and the software that moves it. Whether you buy per transaction or by licence, the same three-year promise applies, so the consultancy’s plan can lean on an operation that is actually running rather than a deck that is waiting to be built.
Then you already have a list. Discovery reads it, checks it against your operation, and picks the one bottleneck on it that is countable, constrained and reversible — the one where a number can be agreed and moved. We build that, typically live within weeks, and hold it until the number holds. The rest of the deck waits until the first number moves; then we look downstream. You don’t lose the investment in strategy — you turn one line of it into a running operation. Having the deck usually shortens Discovery, because the reading is already half done.
A typical consulting diagnostic takes 6–12 weeks, costs $300K–$500K, and ends in a report. Xamun’s Discovery is short and ends in three things: the bottleneck named, the number measured — cycle time, error rate, throughput — and how you buy it agreed, per transaction or licence. If you are not sure which operation it is, Discovery starts with a constraint inventory: we map what’s countable, constrained and reversible, and rank it. The inventory is yours to keep whether or not you build with us. Xamun Intelligence does the reading under the hood; what you meet is the people who’ll be inside your operation. Where consulting adds value is in the organisational dynamics a diagnostic doesn’t capture — which is why some clients do both: Discovery first, then a focused (and much cheaper) consulting engagement for the human elements.
Start with one bottleneck.
A short Discovery names the bottleneck, measures the number, and agrees how you would buy it — and you’ll meet the people who’ll be inside your operation. Not sure which operation it is? Discovery starts with a constraint inventory. In-person or online.