--- title: "Coherence Matrix — Portfolio Audit Test" url: https://mkelango.com/diagnostics/coherence-matrix/ description: "The Coherence Matrix lite scores five assets on five mechanisms — 25 points, benchmark 11 — showing which businesses build what the objective actually needs." site: mkelango.com author: M. K. Elango updated: 2026-08-26 evidence_standard: "Every figure carries a grade [A] verified / [B] claimed / [C] estimate and an as-at date. See https://mkelango.com/evidence/" --- Free · no email to start From Milk, Mountain, Moonshot, Ch. 22 # The Coherence Matrix, lite Five assets, five mechanisms. The lite version of the instrument that finds the businesses that serve nothing. - **Length:** 5 questions · about 3 minutes - **Scored out of:** 25 - **Benchmark:** 11 What it reads Whether the things your group holds build anything the objective needs — or merely make money. From [Milk, Mountain, Moonshot](https://mkelango.com/books/milk-mountain-moonshot/) · HORIZON In short Updated 2026-08-26 The Coherence Matrix, lite is a free five-question instrument that tests whether the businesses a group holds build something the objective needs, rather than merely making money. It scores five dimensions — the mechanism test, correlation, the Transfer Test, orphans and the stopping conversation — out of 25 against a benchmark of 11, graded [C]. Why this one ## A moonshot with a ladder under it and a business that pays for it is not a gamble. It is a schedule. Presence is not coherence. A group can be profitable in every unit and structurally incoherent, because profitability is measured per unit and coherence is only visible across them. The full instrument runs on your entire asset inventory with published weightings. This lite version runs on five and gives you the shape of the answer. The book behind it Milk, Mountain, Moonshot An objective 21 years out — because the ladder is derived backwards and the Milk pays the bill forwards. Read the argument [Milk, Mountain, Moonshot](https://mkelango.com/books/milk-mountain-moonshot/) Where this gets fixed The Coherence Audit 8–12 weeks, board level, ending in a ranked list of what to stop. The programme [The Coherence Audit](https://mkelango.com/programs/coherence-audit/) Method ## The benchmark, and how it was built. A score is only as good as the thing it is compared against. So the benchmark carries a grade and a method, exactly like every other figure on this site. The benchmark 11 /25 [C: Median lite-matrix reading among diversified groups at first audit. estimate, as at 26 August 2026. As at 26 August 2026] Median lite-matrix reading among diversified groups at first audit. Grade [C] — estimate, as at 26 August 2026. [A] Verified Traced to a primary source — a filing, an audited statement, a contract, a dataset held by us — and the source is named. [B] Claimed Reported by a credible party, including by us, but not independently traceable to a primary document. [C] Estimate Modelled, sampled or directionally derived. Method stated. Treat as a shape, not a number. [The Evidence Log](https://mkelango.com/evidence/) What we do with your result The score is computed in your browser. Nothing is transmitted unless you ask for the detailed report, and in that case only the score, the trait breakdown and your email address are stored. Your result is never published, sold, shared or attached to your name in any material. [Privacy](https://mkelango.com/privacy/) The questions ## All 5, published in full. Nothing is hidden behind the interaction. If you would rather read the instrument than run it — or run it on paper, in a room, with other people — here it is. **01 **The mechanism test** — For each business you hold, can you say what it builds that the objective needs?** Not "is it profitable". What does it build. - 1 For none of them - 2 For one - 3 For about half - 4 For most - 5 For every single one, in a sentence each **02 **Correlation** — How many of your businesses would have a bad year for the same reason?** - 1 Almost all of them - 2 Most - 3 About half - 4 A few - 5 They fail for genuinely different reasons **03 **The Transfer Test** — Does your cash business supply anything beyond cash — data, clients, capability?** - 1 Cash only - 2 Cash and a little brand - 3 Cash and one other thing - 4 Cash, data and clients - 5 Cash, data, clients and tested capability **04 **Orphans** — How many assets exist mainly because someone acquired them years ago?** - 1 Several, and we do not discuss them - 2 Two or three - 3 One, and it is known - 4 One, with an exit date - 5 None **05 **The stopping conversation** — When did the board last agree to stop something?** - 1 Never - 2 More than five years ago - 3 Within five years - 4 Within two years - 5 Within the last year, on the evidence Scored out of 25. Published benchmark 11. Method and grade above. The bands ## What each range means. Published before you take the test, so the reading cannot be tuned to flatter afterwards. 0–9 Nine businesses, no direction This is the expensive condition, and it looks entirely fine on the P&L for about a decade. The cost is not in the units — it is in every decision that could not be made because there was no criterion to make it against. 10–15 Partial coherence Some assets pass the mechanism test and some are there for historical reasons everyone is too polite to raise. The full audit is worth running because the correlation map usually surprises the board more than the coherence score does. 16–20 Coherent, uncorrelated A strong position. Most of what you hold builds something the objective needs, and the portfolio does not all fail on the same Tuesday. The remaining work is usually one orphan asset and one overdue stopping conversation. 21–25 A portfolio, not a collection Rare. Every asset has a mechanism sentence, correlation is managed, and the board has demonstrated it can stop things. Re-run the full matrix annually with the as-at date published — coherence decays quietly. FAQ ## Questions about The Coherence Matrix Answered plainly, with the real figures. If something here is wrong, [tell us and it goes in the log](https://mkelango.com/evidence/). ### What is the difference between the lite matrix and the full Coherence Matrix? The lite version runs on five assets against five mechanisms and gives you the shape of the answer in about three minutes. The full instrument, set out in Chapter 22 of Milk, Mountain, Moonshot, runs on your entire asset inventory with published weightings and a correlation audit. It is delivered as The Coherence Audit — eight to twelve weeks, board level, one group at a time. ### How do I tell whether my group's businesses are coherent? Apply the mechanism test to each one: not 'is it profitable' but 'what does it build that the objective needs'. Presence is not coherence. A group can be profitable in every unit and structurally incoherent, because profitability is measured per unit and coherence is only visible across them — which is why the P&L cannot see the problem. ### What is the Transfer Test? It asks whether the cash business supplies anything beyond cash. The lowest level is cash only; the highest is cash, data, clients and tested capability. A business that produces only money is doing one job. One that also supplies data, reference clients and capability the objective needs is doing the job the portfolio was arranged for. ### Who is this diagnostic for? Diversified groups, family business groups and boards holding several operating companies. The benchmark of 11 out of 25 is the median lite-matrix reading among diversified groups at first audit, graded [C] as at 26 August 2026. The lowest-scoring dimension is where the divestment conversation starts, and the instrument says so before you begin. ### How much does the Coherence Audit cost? The lite diagnostic is free. The full programme, The Coherence Audit, is priced at ₹18L – ₹60L, banded by asset count and the number of operating jurisdictions, and runs eight to twelve weeks at board level with one group at a time. It ends in a ranked list of what to stop. The other instruments ## Five more, one per altitude. [All six](https://mkelango.com/diagnostics/) Free The AQ Score Where your organisation sits on the twelve properties that let a machine improve a million-fold in a decade. 12 questions · about 4 minutes [The AQ Score](https://mkelango.com/diagnostics/aq-score/) Free The Flywheel Locator Where your AI capability actually sits on the powertrain — and which part is holding the wheel. 6 questions · about 3 minutes [The Flywheel Locator](https://mkelango.com/diagnostics/flywheel-locator/) Free Do You Actually Have a Moonshot? Whether the thing at the top of your ladder is an objective you could be held to, or a sentence that sounds good in a deck. 7 questions · about 3 minutes [Do You Actually Have a Moonshot?](https://mkelango.com/diagnostics/moonshot-test/)