Measure the Cost of HR Operations Cases
Pyze measures how HR service delivery, onboarding, payroll operations and employee queries are performed, and prices what agents can absorb.
Engagement archetypes from Pyze deployments across HR and shared services operations rather than a single named account.
HR shared services is measured on case closure and satisfaction, neither of which measures effort. The queries that repeat, the onboarding steps that span six systems, and the payroll exceptions worked at the end of every cycle are all unmeasured.
Common Findings in Human Resources
Four patterns that recur across engagements, each shown with the measurement and the resulting change.
We deflected tier-one queries to a portal and case volume did not fall.
AgentifyDeflection moved the simple queries and left the ones that need a person, so the average case is now harder and the count is unchanged.
Absorbed and retained measured separately, so deflection is judged on effort released rather than on case count.
Onboarding a new joiner touches six systems and somebody chases all of them.
AutomateThe chasing is deterministic and the sequence is documented. It is being executed by a person because no one system owns it.
The sequence is orchestrated and exceptions surface to a person already diagnosed.
Payroll exceptions are worked under time pressure every cycle.
AutomateException causes concentrate in a small number of upstream data issues that recur every period.
The upstream causes are fixed at source, which removes the need for additional resourcing.
Policy questions are answered differently by different advisers.
StandardizeThe variation is technique and knowledge access, not policy disagreement, and it is visible at the case level.
One documented answer path derived from the best advisers, with conformance scored continuously.
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
HR data is sensitive. How is that handled?
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.