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DIGITAL PRODUCTS AND MONETISATION
Launch an AI product with plans and usage accounting
Connect an AI feature with customer accounts, subscriptions, credit allowances and administration, creating a complete product journey with visible usage and consistent commercial records for customers.
Industry
Technology, Media and entertainment, Education
Business function
Product and strategy, Finance and risk
Business goal
Launch and grow services, Plan cost and capacity
Solution category
Digital products and monetisation, Workflow and document automation
The opportunity
A working AI feature needs more than a payment screen to become a paid product. Access rights, balances, processing jobs, charges and administrative adjustments must remain connected when operations succeed or fail.
How it works
- 01
Define customer plans, feature entitlements and the applicable usage policies.
- 02
Connect authenticated accounts, purchases and subscriptions to a persistent credit ledger.
- 03
Reserve and settle credits according to job outcomes and charging rules.
- 04
Provide customer usage views and administrative controls for operational exceptions.
What it needs
- Product journeys and feature costs
- Plans and allowance structure
- Usage and adjustment policies
What it produces
- Authenticated paid product experience
- Usage and transaction records
- Plan, user and exception controls
Where people decide
Product owners approve charging policies, while authorised administrators review exceptions and make controlled account adjustments.
Example application
A software business offers a content tool with monthly credits and optional top-ups, supported by customer usage views and operational administration.
What to measure
Evaluation measures to agree before release, not achieved results.
- Billing exception rate
- Usage cost against plan revenue
Next step
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