The Transformation Index

Most organisations do not have a data problem, an analytics problem or an AI problem. They have a sequencing problem wearing three different costumes, and no agreed way to decide what comes first.

Where this sits alongside the method: the seven gates and the nineteen dimensions are not two instruments. They are the same measurement read two ways. The dimensions group by what a capability is; the gates order the same scores by where value has to pass through. One tells you what is weak. The other tells you where the money stops.

The Transformation Index. Nineteen dimensions in seven domains. Every dimension carries the same weight in the composite, so a domain's arc is sized by how much of the instrument sits inside it, and the picture and the arithmetic agree.

The Index measures whether an organisation can convert investment into outcome. It works across the whole chain, because the chain is where the value leaks: an estate nobody trusts, reporting nobody opens, and AI sequenced onto both.

Why nineteen, and not a single score

A composite score flatters. An organisation can average 58 while the one capability everything else waits on sits at 31, and the average will not tell you that. So the Index reports at dimension level and applies a bottleneck rule on top: readiness to scale is the minimum of the critical dimensions, never their mean.

A composite of 72 with data at 20 is 20-ready. That single rule changes more investment decisions than any other part of the method.

The seven domains

1. Strategy and value. Strategy and leadership, business value, value realisation. Is there a written objective with a measure and an owner, does anyone own the benefit after approval, and is it booked against a baseline Finance agreed? Fails when work is named after a technology rather than a goal, and again as savings nobody can find in the accounts.
2. Data foundation. Data, analytics. Is there trustworthy ground truth with a named owner, and do decisions actually use the numbers? Fails in month four when three systems disagree and there is no arbiter.
3. AI and automation. AI and GenAI, agentic AI. Do models reach production, and are the limits of anything autonomous written down? Fails as pilots that never end.
4. Technology and architecture. Technology, security, vendor and sourcing. Can the systems be reached programmatically, can access be proved, and do you know what you depend on outside your own walls? Fails when a supplier decision nobody reviewed becomes the constraint everything waits on.
5. Governance and decision rights. Governance, stakeholder and conflict, portfolio and PMO. Is there a route to approve a use case before it reaches customers, are decisions resolved or merely aged, and does intake stop solution-first requests? Fails in week ten when legal blocks go live.
6. People and change. People, change and adoption, continuous improvement. Is there capacity, do people still use it in month six, and does the next initiative run differently because of the last one? Fails as high awareness and low usage.
7. Operating model. Operating model, process, product model. Is the process consistent enough to automate, is capability organised to scale, and does anyone own a solution after go-live? Fails when automation encodes the variation instead of removing it.

The Value Ceiling

Almost every maturity assessment on the market returns a capability picture: a radar, or a set of scores telling you which areas are weak. The Index does that too. What it also does, and what a radar structurally cannot do, is tell you where in the value chain the money actually stops.

A radar has no direction of travel. The seven gates do. Value has to pass through Direction, Decision, Data, Design, Deployment, Discipline and Dividend in order, and the lowest gate caps everything downstream of it however well those later gates score. So the report does not hand you a ranked list of nineteen weaknesses and invite you to start with the three easiest. It names the one gate that is capping the rest, and shows what every gate after it is actually worth until that one moves.

Both readings come from the same nineteen scores on the same weighting, computed once. The second lens cannot move a dimension score, because if it could it would stop being a lens and start being a second assessment. That is the difference between a diagnostic that tells you what is weak and one that tells you what is worth fixing first.

Where the number comes from

Tell the diagnostic what you have already committed, as approved spend or as target benefit, and it can say what your weak link is costing you. The arithmetic is deliberately simple enough to check: add up the strength you have built in the steps that sit past your weak link, express it as a share of everything measured, and that is the proportion of your commitment sitting idle while it waits.

Twenty six million committed, and deployment is the weak link. About thirteen million of that is sitting in strengths you cannot use yet, because they are all waiting on one thing. Fix it and roughly eight million comes back into play.

What this deliberately does not do. An earlier version multiplied your committed figure by the weak link's score, so a step scoring forty meant forty per cent of the money landed. That was an invented mapping between two unrelated scales, a capability score is not a realisation rate, and it implied an organisation scoring zero realises literally nothing. It was the weakest claim in the method and it was removed rather than defended.

What replaced it assumes nothing about what share of a budget normally gets delivered, because that would be a guess dressed as a finding. It measures one thing only: how much of what you have already built is waiting on the one thing you have not fixed. Every term in it is on the page, so you can check it rather than take it on trust.

The order is already decided

Clear the binding gate and it stops binding. Something else takes over, and which one is not a matter of opinion or a prioritisation workshop: it is whichever gate sits at the next level up. The report prints that sequence, and what each cycle is worth, because it falls out of an ordering that is already there.

If you want the reasoning rather than the summary, how the Index is built sets out the weighting, the bottleneck rule, what intake asks and why, and where Kotter, McKinsey 7S and Porter genuinely fit against it.

What you get, in the order you meet it

The Index is a product you use, not a report you receive once. This is what each step gives you and what it costs, so nobody has to guess where the free part ends.

1. The pulse.Seven questions, no account, a real computed reading of the step where your value stops, and a link you can send to a colleague so their answer sits beside yours.Free, three minutes
2. The assessment.An adaptive interview for the seat you sit in, thirty to fifty questions, each answer carrying its own evidence tier. The organisation's facts are asked of every respondent, so two people disagreeing on the budget is a finding rather than a duplicate.Free with an account
3. The executive briefing.What opens when the assessment is scored. The verdict and the Index, the seven steps with the weak link marked and every later step shown as capped, the one decision waiting on leadership, three moves with the points each would add, the evidence behind the reading, and the next two actions. Decisions, Actions and Progress sit beside it, each a page a leader reads in a minute.Free, and it stays free
4. The detailed workspace.Thirty five pages from the same answers, in the order the work happens: collect the evidence, understand the constraint, choose the portfolio, execute the roadmap, prove the value, manage the account. The hypothesis and what would break it, the evidence inbox, priority gaps, use cases and business cases, the decision path simulator, the roadmap, the decision room, adoption, and the value ledger.Personal and above
5. The report and the deck.A portrait document of twelve to twenty pages written for the seat, and a short deck for the meeting, both generated from the answers with a copy code and the artwork drawn from your own readings.Personal for the PDF, Team for both
6. Seats and roles.Invite an owner, editors, a Finance owner who validates benefits, respondents who only answer, and viewers who only read. Respondents and viewers never use a paid seat.Team and above

Plans

Prices are a year at a time in rupees and exclude taxes. Card, UPI or net banking, and the plan applies the moment the payment is confirmed. Nothing on Free ever expires.

The Founding 50. The first fifty verified organisations receive the complete Team workspace free for six months, with no card, and renew at ₹18,000 a year if they stay. Ask for it from the briefing with Check eligibility; a person verifies the organisation and the workspace opens when they do.

What does not change with the plan. The scoring, the questions and the evidence rules are the same on every plan. A paid plan opens more of the working; it never changes the reading.

How you actually take it

One adaptive interview rather than a fixed questionnaire. Which questions you get depends on who you are and on what you have already said, so a CFO and a data lead are not walked through the same script to reach the same nineteen scores. Most assessments land between thirty and eighty questions because the routing stops asking once a dimension is settled.

Every answer records its own evidence tier at the point it is given, from what somebody believes through to what a system recorded. That is what lets the report say how much of itself is opinion, and it is why a confident answer cannot outrank a system record.

Seven of those questions are open to anyone, with no account and a real computed partial score at the end. The full diagnostic runs the whole instrument.

What it covers

This is not an AI readiness review. The data foundation and people and change domains look hard at your data and at whether anything you have already built is being used, because those are where most of the value is lost long before anyone reaches a model.

• Every score carries its evidence confidence, so a confident opinion cannot outrank a system record.
• Where perception and evidence disagree, the gap is reported rather than averaged away. It is usually the most useful finding in the assessment.
• Recommendations name the lowest intervention that solves the problem. If the answer is a process change, you do not get told to buy an agent.

Where would you start?

No deck and no pitch. If I am not the right person for this I will say so on the call and point you at who is.

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