Helping a software business scale its commercial model with confidence
Consulting can align product, revenue operations and finance around a scalable billing model, with Orbis Agents helping the business put that model into practice.
An illustrative business scenario, not a report of a completed client engagement. The benefits described are intended outcomes, not verified results.
Consulting connects the business ambition with the processes, priorities and decisions that need to change.
The challenge
Usage-based pricing creates a close relationship between product activity and the invoice a customer receives. Different event sources, contract amendments and billing periods can make that relationship difficult to explain. Finance and product teams may investigate the same issue from different records.
- Product usage eventsProduct systems
- Approved commercial termsContracts
- Customer invoicesBilling
What is causing the billing difference?
- Usage missing from the billing inputs
- A charge that does not match approved terms
- A contract change applied to the wrong period
As the customer base grows, a spreadsheet-based review becomes harder to maintain. The business needs a consistent way to identify missing usage, unexpected charges and differences between approved terms and the billing output.
Consulting and Orbis Agents in practice
Prinorbis examines how the pricing model supports the company’s growth ambition and where the operating process is falling behind. The consulting team agrees usage definitions, clarifies exception ownership and designs a review process across product, revenue operations and finance. The business case establishes a defined first workflow and the evidence needed before expanding its scope.
Orbis Agents compare the billing output with the relevant source records and prepares an explanation of exceptions, including the customer and period affected. Teams review proposed corrections with the evidence attached. Pricing interpretation, credits and customer communications remain subject to approval. The first deployment focuses on a defined billing workflow so its reliability can be established before the scope expands.
The business value
In this scenario, teams gain a common basis for resolving a billing query. Finance can trace an amount to its inputs, while product teams receive more precise questions. The approach is intended to reduce repeated investigation and support a billing process that can keep pace with growth.
Illustrative impact
What better could look like
An example of the improvement consulting and Orbis Agents could support. These assumed before-and-after figures illustrate the scenario; they are not measured client results or forecasts.
−60%
Faster query resolution
Billing discrepancy investigation
minutes per item
+35pp
More explainable billing
Exceptions traced to source records
−60%
Less repeated investigation
Recurring billing differences
per cycle
Basis: assumed values for a comparable workload and reporting period. Percentage reductions are relative to the starting value; pp means percentage points. Actual impact would be established through a measured pilot.
How success would be measured
A pilot would establish the baseline, agree targets with the process owner and track:
- Time to investigate a billing discrepancy
- Share of exceptions traced to a source record
- Frequency of recurring usage-to-billing differences
The takeaway
A commercial model can scale more confidently when the operating process behind it is clear and repeatable.