AI Consulting vs AI Platform
Two fundamentally different approaches to AI transformation. One optimises for billable hours. The other optimises for outcomes.
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.
Last updated: April 2026
Two paths. One goal. Very different structures.
The consulting model and the platform model both aim at AI transformation. They differ in how they get there — and what happens after.
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.
A closed-loop system where intelligence and execution live in the same platform. AI does the heavy lifting; expert humans handle what requires judgment.
Working software that traces back to business objectives, continuously governed. Every system built links to an outcome XI is tracking.
The details, head to head.
A direct comparison across the dimensions that matter for a mid-market company evaluating AI transformation.
| Dimension | Big 5 Consulting | Xamun |
|---|---|---|
| Entry cost | $500K–$2M minimum engagement |
$2,500 Discovery session |
| Timeline to working software | 12–24 months strategy + build + change mgmt |
Weeks to first delivery 2–4 week sprint cycles |
| Strategy delivery | 3–6 month engagement deep, thorough, expensive |
Half-day Discovery XI reads your business before you arrive |
| Software delivery | Not included requires separate implementation partner |
Included AI-augmented Software Factory |
| Outcome tracking | Quarterly reviews if engagement continues |
Continuous XI Objective Dashboard, always on |
| Knowledge retention | Walks out the door when consultants leave |
Stays in the system XI accumulates context continuously |
| What happens after engagement ends | Strategy deck on the shelf until the next engagement |
The loop continues XI keeps reading, factory keeps building |
| Incentive alignment | Billable hours longer engagement = more revenue |
Outcomes delivered faster delivery = happier client = retention |
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 mid-market 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 working software that delivers measurable outcomes — and time is a factor.
Questions we hear from leadership teams.
Not exactly. McKinsey brings board-level credibility, deep organisational change expertise, and relationships that matter in complex stakeholder environments. What Xamun replaces is the 60–70% of a consulting engagement spent on data gathering, analysis, and report generation. XI delivers a business diagnostic, opportunity map, and transformation roadmap in half a day for $2,500. If you then need McKinsey for board-level change management, that focused engagement on top of Xamun's foundation is a powerful combination — and it will cost significantly less than a full-scope consulting engagement.
Yes, and this is increasingly common. Some clients use XI Discovery to generate the diagnostic and opportunity map, then bring in a consulting firm for organisational change management while Xamun's Software Factory builds the technology. The consulting firm focuses on what they do best — stakeholder alignment and change management — while Xamun handles intelligence and software delivery. This hybrid approach typically costs 40–60% less than a pure consulting engagement because you're not paying consulting rates for work that AI handles better.
Many Xamun clients come to us after a consulting engagement has produced a strategy deck but no working software. XI can ingest the strategy deliverables, validate the recommendations against current market data, and generate a buildable roadmap. The Software Factory then executes against that roadmap in 2–4 week sprints. You don't lose the investment in strategy — you operationalise it. In fact, having an existing strategy often accelerates the Discovery process because XI has more context to work with.
A typical consulting diagnostic takes 6–12 weeks and costs $300K–$500K. It involves 4–8 consultants conducting interviews, analysing data, and producing a report. Xamun's $2,500 Discovery takes half a day. XI reads your business before you arrive — public filings, market data, competitive landscape, operational patterns. You leave with an Opportunity Map, Found Budget analysis, and a Transformation Roadmap preview. The depth is comparable on the analytical dimensions; where consulting adds value is in the human interviews and organisational dynamics that XI doesn't capture. That's why some clients do both — Discovery first, then a focused (and much cheaper) consulting engagement for the human elements.
See what XI finds in your business.
XI reads your business before you arrive. You leave with an Opportunity Map, Found Budget analysis, and a preview of your Transformation Roadmap. Half a day. $2,500. In-person or online.