Measure How Billing Exceptions and Disputes Are Handled and Identify Where to Reduce Cost and Revenue Leakage
Pyze measures how bill-run exceptions, billing disputes, usage and rating discrepancies, adjustment approvals, collections and revenue leakage investigations are performed, and identifies where automation and AI agents apply.
Engagement archetypes from Pyze deployments across telecommunications, energy and utilities operations rather than a single named account.
In telecommunications, energy and utilities, billing operations teams resolve the cases that the bill run and the rating engine do not resolve themselves: held bills, usage records that fail validation, rating mismatches, disputed charges, adjustment requests and accounts moving into collections. The billing platform records the exceptions, but the investigation of each one takes place across the mediation platform, the CRM, the ERP and spreadsheets. Pyze measures that work.
Common Findings in Billing and Revenue Assurance
Four patterns that recur across engagements, each shown with the measurement and the resulting change.
Each bill run produces held bills and validation exceptions that are cleared by analysts before invoices can be released.
AutomatePyze measures the time analysts spend on each exception type and the sequence of billing, mediation and customer systems they use to establish the cause. Exception types that are resolved by the same steps each cycle are identified.
Recurring exception causes are cleared by rule before the release deadline, and the remaining exceptions are routed to analysts with the cause and related records attached.
Billing disputes are investigated by retrieving the charge, the usage and the rate plan from separate systems before a response can be given.
AgentifyPyze measures the effort per dispute by type and the number of systems consulted, and identifies how many disputes are resolved by an explanation that the record already supports.
Disputes are answered from the billing record where the charge is supported, and disputes that require an adjustment arrive with the evidence assembled.
Credit and adjustment requests pass through approval tiers that apply the same review to requests of very different type and value.
SimplifyPyze measures the elapsed time at each approval tier and the rework between request and decision. The request types that follow a consistent approval outcome are identified.
Approval tiers are tuned by request type against measured outcomes, so that routine requests follow a shorter path under the existing delegation of authority.
Revenue leakage investigations begin with analysts comparing usage, rating and billed amounts in spreadsheets.
StandardizePyze measures the effort analysts spend extracting and reconciling data across the mediation platform, the rating engine and the general ledger, and the steps that repeat in each investigation.
The reconciliation path used by the most effective analysts is documented, and the repeated extraction and comparison steps are identified for automation.
Opportunity Register
A sample register, sorted by the lever that resolves each opportunity. In an engagement, each line carries measured hours, a named owner and the evidence it was derived from.
Systems typically instrumented
Capture covers browser-delivered and thick-client applications, including virtualized estates, with no change to how anyone works.
Roles Involved
Instrumentation is configured per application rather than per person, so the population in scope is set during scoping and is not a deployment constraint.
How an Engagement Runs
Baseline, blueprint, transform, prove
The same four stages apply in every sector. The fourth stage repeats the baseline measurement, which makes the engagement an ongoing operating capability rather than a one-time report.
Baseline
What the work costs today, measured across every person and application.
Blueprint
Procedures, application rules and execution evidence, read as one target state.
Transform
Where each of the five levers applies, priced and owned.
Prove
The after state measured against the baseline, using the same method.
Frequently Asked Questions
We have revenue assurance tooling that detects leakage. What does this add?
Does this apply to both telecommunications and utilities?
What data does Pyze collect?
Associated Titles
Industries
Other functions
Related
Start with a measured baseline
Six weeks from instrumentation to a priced opportunity register, and the baseline stays in place so later quarters are measured rather than re-estimated.