Measure the Effort Behind Ticket Volumes
Pyze measures how incident, request and change work is performed across the service stack, and measures what an agent absorbed once deployed.
Engagement archetypes from Pyze deployments across service management and shared services rather than a single named account.
IT service management is one of the most heavily instrumented functions in the enterprise and one of the least understood. The ticket system records state transitions. It does not record the investigation, the reproduction or the coordination that consumed the time.
Common Findings in IT & Service Management
Four patterns that recur across engagements, each shown with the measurement and the resulting change.
We deflected tickets with a chatbot and the team is as busy as before.
AgentifyDeflection removed the simple tickets. Average effort per remaining ticket rose, and total effort barely moved.
Absorbed and retained measured separately, so deflection is judged on effort rather than on ticket count.
Mean time to resolve is our headline metric and it obscures where effort goes.
SimplifyElapsed time and hands-on effort are different quantities being managed as one, so waiting and working are indistinguishable.
Effort attributed to the step that consumed it, which is the basis on which automation can be priced.
The same incidents recur and the knowledge lives with three people.
StandardizeResolution paths for recurring incidents are consistent in practice and documented nowhere.
The resolution path is documented from what the best engineers do, then automated where it is deterministic.
Change coordination consumes more time than change execution.
AutomateCoordination effort is measurable and material, and none of it appears in the change record.
The recurring coordination is handled without a person, and the exceptions surface already diagnosed.
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
ServiceNow already reports on all of this.
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.