MLCLabs AI Use-case Value and Cost Pack
Check the economics of an AI workflow before scaling it.
Compare five candidate use cases and build a transparent monthly GBP operating estimate using measured inputs or clearly labelled assumptions.
What this pack helps you do
- Compare workflow costs and benefits without assuming time saved becomes cash saved.
- Review the unit economics and assumptions behind each estimate.
- Plan a pilot that measures the inputs needed for the next decision.
What’s included
- Editable XLSX workbook with Economics, Pilot Plan, Decision sheets, clean working areas and separate fictional examples.
- Offline PDF and editable HTML guide, text decision record, quick-start instructions, licence terms and file manifest.
- Pilot measurement record for gathering evidence behind the economics.
Digital ZIP download · Bright visual edition 0.4 · £49 including VAT.
Includes 3 hours of MGCA assessment
30 minutes preparation review, one 90-minute remote workshop, and 60 minutes written findings and action planning. This is 180 consultant minutes in total.
Bring: One use-case model, baseline volumes, unit-cost assumptions and a measurement plan.
Receive: An annotated assumptions brief, sensitivity findings and a measurable pilot plan.
Book through sales@mgca.co.uk with your order reference. Remote delivery in English, up to three participants, by mutual agreement. Redeem once per qualifying product licence/order; no redemption expiry. Full submission limits, eligibility and booking terms are supplied in MGCA_Assessment_Service.pdf.
Implementation, live-system changes, certification and unlimited follow-up are excluded. Further services are optional, separately scoped, priced and agreed. This assessment is additional to supplied-file defect support.
Who it’s for
AI sponsors and delivery teams comparing measured workflow economics.
Software and compatibility
Open with: Spreadsheet application and a browser.
LibreOffice native recalculation checked on 12 October 2026. Microsoft Excel desktop remains unverified.
The unchanged v0.1 guide records the earlier compatibility status. Run the worked example in your intended spreadsheet application before operational use.
No macros or external workbook links. The customer ZIP includes PDF guidance and assessment documents. A separate PDF preview is available before purchase.
Scope and limits
- The model is an operating estimate, not investment advice or an accounting forecast.
- It omits discounting, tax, financing, seasonality and implementation ramp-up.
- Inputs require measured or explicitly labelled assumed evidence.
- It does not provide current supplier prices.
Licence and support
Single purchasing organisation internal reuse, including contractors working for it only. No blank-pack resale, redistribution, sublicensing or use for other client organisations.
Client-delivery licensing requires separate agreement. Supplied-file defect support: sales@mgca.co.uk. File-defect support excludes consulting, customisation, project review, deployment support, certification, response-time or future-update entitlement. Statutory rights preserved.
Full terms are included in Terms.txt.
No platform subscription or customer system access is included.
Explore the pack before buying
Use the Preview link above to read the PDF excerpts. Gallery cards summarise the supplied contents and re-typeset selected fictional examples.
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