AI Savings Evidence
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Dr Idrissa Maiga · AI Savings Evidence

Independent proof of what your AI and technology spend is delivering

Spend evidence, programme assurance and recovery for executive teams and boards. Start with a free 15-minute call, or put a practical template kit to work today.

For organisations and professional buyers. Evidence, analysis and delivery support, not legal or financial advice. No guaranteed savings.

Find the right offer

Filter in one click. Every price is in GBP.

OfferBest forPricePaymentNext step
Executive Fit CallConfirm fit and scope in 15 minutesFreeNo charge. Not a diagnosis.Book
Focused DiagnosticOne focused AI investment or delivery question, answered in writing£1,500Paid in full before work startsDetails
Assurance ReviewA deeper review of AI investment or delivery assurance£4,000 to £6,000Fee, scope and timetable set in a written quoteDetails
Recovery SprintTime-boxed recovery for a programme or delivery problem£8,000 to £15,00050% billed upfront, balance per written quoteDetails
Fractional advisoryOngoing programme or delivery advisory£3,000 to £7,500 a monthPaid in advance each monthDetails
Board & AI Portfolio Bundle KitBoth kits, for heads of PMO asked about AI spend£99Invoice or bank transferBuy
Decision-First Programme Board Pack KitA board pack that opens with the decision£39Invoice or bank transferBuy
AI Portfolio Keep / Fix / Stop Kit KitA Keep, Fix or Stop call for every AI line£69Invoice or bank transferBuy
Programme Recovery Kit KitDiagnose a troubled programme and recommend Keep, Reset or Stop£49Invoice or bank transferBuy

Commercial floor: £550 a day (£68.75 an hour). Engagements above £1,500 are billed by invoice or bank transfer.

Advisory and Delivery Ladder

Engagements for executive teams and boards

Paid work is scoped in writing after a short call. It is evidence, analysis and delivery support, not legal or financial advice.

Start here

Executive Fit Call

Free · 15 minutes

A short, time-boxed call to confirm whether there is a fit and what a paid engagement would cover. It is not a diagnosis and it does not include written findings.

Focused Diagnostic

£1,500

A written, time-boxed review of one focused AI investment or delivery question, with a clear recommendation and next-step options. Also described as an AI Value Snapshot at this fee. Paid in full before work starts.

Assurance Review

£4,000 to £6,000

A deeper review of AI investment or delivery assurance. The written quote sets the exact fee inside this band, the scope, and the timetable.

Recovery Sprint

£8,000 to £15,000

A time-boxed recovery engagement for a programme or delivery problem. 50 percent is billed upfront. The written quote sets the balance, the scope, and the timetable.

Fractional advisory

£3,000 to £7,500 a month

Ongoing programme or delivery advisory, paid in advance each month. The written quote sets the days or hours in the month and the notice period.

Commercial floor: £550 a day (£68.75 an hour). Engagements above £1,500 are billed by invoice or bank transfer.

Self-serve

Practical template kits

Small, finished files with a worked example, so you can see how they read before you type a number. Licensed for one organisation.

Look inside: fictional worked examples

Fictional worked example, Decision-First Programme Board Pack deck, slide 2
The first page after the cover: the decisions needed today. Fictional worked example, Decision-First Programme Board Pack deck, slide 2.
Fictional worked example, AI Portfolio Keep / Fix / Stop Kit register
Every AI line on one sheet, with a Keep, Fix or Stop call and the reason. Fictional worked example, AI Portfolio Keep / Fix / Stop Kit register.
Fictional worked example, Programme Controls Workbook, decision log tab
The decision log flags anything past its due date. Fictional worked example, Programme Controls Workbook, decision log tab.
Board & AI Portfolio Bundle

Board & AI Portfolio Bundle

£99

For heads of PMO who run a programme board and get asked about AI spend.

What's inside

You need a board that makes decisions, and you keep being asked from the top which of your AI spend is worth it.

This bundle is both kits.

  • Decision-First Programme Board Pack. A 12-slide board deck that opens with the decisions, a worked example, a controls workbook (tolerances, RAID, decisions, benefits) and board terms of reference.
  • AI Portfolio Keep / Fix / Stop Kit. A register that gives every AI line a Keep, Fix or Stop call weighted by evidence, a deep-dive workbook for the close calls, and a board paper with a filled-in example.

Ten files, including two guides, with worked examples throughout. £99, against £108 bought separately.

Decision-First Programme Board Pack

Decision-First Programme Board Pack

£39

Your board runs out of time before it gets to the decision.

Who it is for: Programme and project managers, PMO leads and new heads of PMO who want a board that decides things.

What's inside

If your board pack opens with twenty slides of status and RAG ratings, the decision you need tends to come at the end, when the chair is already watching the clock.

The boards I've seen work all started with the decision. I built this pack that way.

  • A 12-slide board deck in PowerPoint. The first slide after the cover holds the decisions needed today: what you are asking for, your recommendation, the cost, and what happens if the board does not decide. Every slide has speaker notes saying what goes on it.
  • The same deck filled in for a fictional finance systems programme, so you can see the length and tone a board actually reads.
  • A Programme Controls Workbook in Excel: tolerances with automatic RAG, a scored RAID log, a decision log that flags overdue decisions, a benefits tracker that keeps forecast and booked apart, and a dashboard that writes the headline for your pack.
  • Programme Board Terms of Reference in Word, in UK programme language: SRO, Senior User, Senior Supplier, tolerances, exceptions, quorum.
  • A four-page guide to running it in about an hour a week.

It is five files that work together, built around one worked example.

AI Portfolio Keep / Fix / Stop Kit

AI Portfolio Keep / Fix / Stop Kit

£69

You have five or six AI lines and no way to put them side by side.

Who it is for: COOs, FDs, transformation and portfolio leads, and heads of PMO in organisations with three or more AI tools or pilots.

What's inside

They came in as licences and pilots at different times, and each sponsor will tell you theirs is working.

Your board is starting to ask which ones are worth the money. In my experience most organisations can't answer that yet. MIT's NANDA research in 2025 found that 95% of the organisations it looked at had no measurable return from their generative AI pilots six months on. It was a small study, mostly of larger firms, and the authors say so.

I don't think a cleverer ROI calculator is the answer. What works is the same few tests applied to every line, and someone willing to write down Keep, Fix or Stop.

  • AI Portfolio Register (Excel). Every AI tool and initiative on one sheet. It weights each claimed benefit by the evidence behind it, from opinion (0%) to money in a budget (100%), checks adoption, ownership, kill criteria and data clearance, and gives every line a Keep, Fix or Stop call with a plain reason. A Board Summary tab writes the sentences for your paper.
  • AI Initiative Evidence Workbook (Excel). For the one line that needs a closer look: full cost to Year 3 including internal time, benefits as claimed and as weighted side by side, payback, a downside case, and a ten-question gate score with hard stops.
  • Board paper template (Word) that puts the decision first, and the same paper filled in from the worked example, so you can see the length a board will read.
  • A six-page guide to running the review in two weeks.

Everything ships with a worked example: a fictional 600-person business with eight AI lines.

Programme Recovery Kit

Programme Recovery Kit

£49

You have just been handed a programme in trouble.

What's inside

Work out what is really wrong with a troubled programme and put a clear Keep, Reset or Stop recommendation to your sponsor.

Everything ships with a worked example: a fictional housing system replacement, followed from health check to sponsor paper, so you can see how the finished files read before you put your own programme in.

Kits

How buying works

  • Card checkout is not open yet. Until it opens, kits are paid by invoice or bank transfer. Use the Request invoice button on a kit, or email hello@savingsevidence.com with the kit name and your billing details. Prices are in pounds sterling (GBP). No VAT is charged.
  • When you request an invoice you choose to get your files now (once payment arrives), or after your 14-day cancellation period. If you choose now, you agree to have them straight away and accept that, as a consumer, you lose your 14-day right to cancel once they are sent. I confirm your choice by email. The 14 days run from the day of your order.
  • If you choose now, your files arrive by email as a zip, usually within a few hours of your payment arriving and no later than the end of the next working day. If you choose to wait, they arrive the day after your 14-day cancellation period ends. Not there when expected? Check your spam folder, then email hello@savingsevidence.com.
  • Not useful? Tell me within 14 days of delivery and I will refund you in full by bank transfer (one refund per organisation, or per person, for each kit; your licence then ends). Your statutory rights are not affected.
  • Buying as a consumer in the EU? Message me on LinkedIn or email me before you buy and I'll sort your order by hand.

Licence and seller

Licence: one organisation, internal use (or, if you buy as an individual, your own use). Consultants: one client per purchase. No resale, sharing, marketplace upload or AI training. Templates and guidance, not legal or financial advice. Sold by Dr Idrissa Maiga, trading as Dr Idris Maiga (AI Savings Evidence), sole trader, United Kingdom. Margarita Plaza, 81 Adelaide Street, Belfast BT2 8FF. Not VAT registered, so no VAT is charged. Questions about your order or a refund: reply to your order email, or email hello@savingsevidence.com.

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FAQ

Questions executive buyers ask

What is the difference between the Fit Call and the Focused Diagnostic?

The Executive Fit Call is a free, time-boxed 15-minute call to confirm fit and scope. It is not a diagnosis and includes no written findings. The Focused Diagnostic is a £1,500 written review of one focused AI investment or delivery question, with a clear recommendation and next-step options.

How are the larger engagements priced?

An Assurance Review is £4,000 to £6,000. A Recovery Sprint is £8,000 to £15,000, with 50 percent billed upfront. Fractional advisory is £3,000 to £7,500 a month, paid in advance. The written quote sets the exact fee, scope and timetable. The commercial floor is £550 a day (£68.75 an hour).

How do we pay?

By invoice or bank transfer, in GBP. Card checkout is not open yet. Template kits are invoiced on request. The Focused Diagnostic is paid in full before work starts. Engagements above £1,500 are always billed by invoice or bank transfer. No VAT is charged.

Is this an audit, or legal or financial advice?

No. The work is evidence, analysis and delivery support. It is not an audit and it is not legal, financial, investment or tax advice.

Do you guarantee savings?

No. I give no guarantee of any result, including any saving, licence or budget outcome. What you get is a clear, written, evidence-based view you can act on.

Who do you work with?

Organisations and professional buyers: executive teams and boards, COOs and finance directors, transformation and portfolio leads, and heads of PMO.

What software do I need for the kits?

PowerPoint (.pptx), Excel (.xlsx) and Word (.docx) files, plus PDF guides. They are designed for Microsoft 365 and tested in LibreOffice. Other software, such as Google Workspace, may display some formatting or formulas differently.

Is the worked example real?

No. It is fictional, written to show how the files read. No client data is used.

Can I use a kit for clients?

Yes, for one client per purchase. Inside your own organisation, unlimited users.

Can I change the thresholds?

Yes. Tolerances, risk scoring and benefits thresholds are all editable in the workbooks.

Are the evidence weights a standard?

No. They are a working convention from delivery practice, and the guide says so. You can change them. What matters is applying the same weights to every line.

Does the Keep / Fix / Stop Kit cover Copilot seat renewals?

It tells you whether a tool as a whole earns its place. It does not make seat-by-seat renewal calls.

Not sure which engagement fits?

Fifteen minutes is enough to find out. No charge, no obligation.

Book free 15-min Executive Fit Call