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Product 04

Experimentation and Value

Determine whether an intervention caused a worthwhile result, through experiment and holdout design rather than by attributing every change to the last action taken.

Reference and specificationUI-only — A screen renders it on a labelled sample. Nothing runs behind the screen.

Described in an approved specification, with what is and is not built stated on its page.

No observed outcome is recorded anywhere in the repository. Every figure is modelled.

The value book, experiments and experience twin are sample screens. No experiment has been run and no value has been measured.

Review the propositions that include it
Who it is for

Buyer and operator

Buyer
Finance Director and CVM Director
Operated by
Analytics and finance owners
Intended outcomes

The result this product produces

  • Defensible incremental value
  • A holdout the result can be compared against
Evidence

Built today

  • Value and experiment workspaces render from approved sample data. app/_components/operator/growth-screens.tsx
Not built

Still to build

  • Holdouts
  • Observed outcomes — the platform records what was recommended, never what happened
  • Attribution and reconciliation
  • The business-case module reaches no executable consumer
Where it is sold

Propositions that include this product

  • Operator-branded Consumer AI PacksSell subscribers an AI allowance the way you sell a data bundle — your brand, your currency, your payment methods, your safety policy.
  • HeuriTel JobsAn operator-branded employment service connecting subscribers to verified employers, with consent the subscriber controls.
  • Managed CVM and ExperimentationWe run your value-management engine and prove what it earned, with your team in the approval loop.
  • Next-best-action and Retention DecisioningOne ranked, permitted action per customer moment — including no action — with the reason recorded.
All propositions
Catalogue

Streams beneath this product

Workspace

The workspace for this product

3 workspace screens belong to this product. They open for a member of an organisation whose subscription includes it.

Provenance

Sources of this description

  • PRODUCT_04_EXPERIMENTATION_AND_VALUE.md §1 Paid product proposition
  • app/_lib/demo/business-case.ts — written, and reached by no run path — proved at Gate 2D-A

Next steps

Review the propositions that include itAll sixteen products