Measuring how delivery hours are spent

Pyze measures delivery work across the applications used to perform it, so utilisation, standardisation and AI agent opportunities are based on measured evidence instead of timesheets.

~50%
of the measured day outside the system of record
1 week
to instrument
5
levers separated before implementation
0
PII or content captured

Engagement archetypes from Pyze deployments across managed services and business process operations rather than a single named account.

Professional services firms and business process outsourcers price and manage on time, and the only record of that time is typically a timesheet completed from memory at the end of the week. The industry depends on knowing where effort goes and has limited measurement of it.

Common Findings in Professional & Business Services

Four patterns that recur across engagements, each shown with the measurement and the resulting change.

Margin on this account changed, and the activity responsible is not known.

Simplify
What the measurement shows

Effort is measured against the work performed instead of a timesheet completed from memory.

What changes

Margin movement is traced to specific activities, so it can be addressed operationally.

A productivity gain was committed in the contract and cannot be evidenced.

Standardize
What the measurement shows

No baseline was measured beforehand, so neither the gain nor any counter-claim can be evidenced.

What changes

A baseline is established at transition, so the committed gain is measured against it instead of negotiated at renewal.

Delivery quality varies by pod and is managed with additional supervision.

Standardize
What the measurement shows

Variation reflects technique and not capability, and is visible at the step level against a comparable cohort.

What changes

The best pod becomes the documented standard, and conformance is scored continuously instead of sampled.

Clients ask for AI agents to be deployed into delivery, with a priced gainshare.

Agentify
What the measurement shows

A gainshare requires a measured baseline and a measured result. Most firms can produce neither, so the fee is negotiated instead of calculated.

What changes

Released capacity is measured with the same method as the baseline, which makes an outcome-based fee calculable.

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.

Delivery baseline at transition
Simplify
A measured baseline, captured when the work transfers.
Cross-pod standardisation
Standardize
The best pod becomes the documented standard.
Committed-gain evidence
Standardize
Contractual productivity commitments are measured and not assumed.
Document and data handling
Agentify
Structured extraction against stated criteria.
Client correspondence
Agentify
Drafted from the matter position and issued by a person.
Reporting pack assembly
Automate
Compiled from the record each period.
Utilisation rebalancing
Rebalance
Load levelled against measured effort instead of assignment.
Gainshare measurement
Agentify
Released capacity measured with the same method as the baseline.
Automate and Agentify are distinct findings. Scheduling a report is deterministic work with a stated rule. Diagnosing an exception is a decision. Separating the two prevents a register from over-scoping the first and missing the second.

Systems typically instrumented

ServiceNowSalesforceSAP and OracleDocument managementClient platformsExcel and Outlook

Capture covers browser-delivered and thick-client applications, including virtualized estates, with no change to how anyone works.

Roles Involved

Managed services deliveryGlobal business servicesTransition and transformationCommercial and pricingOperational excellence

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.

01

Baseline

What the work costs today, measured across every person and application.

02

Blueprint

Procedures, application rules and execution evidence, read as one target state.

03

Transform

Where each of the five levers applies, priced and owned.

04

Prove

The after state measured against the baseline, using the same method.

Proof

Delivered with a global systems integrator

Pyze is deployed alongside systems integrators and BPO providers as the measurement layer under their delivery commitments, including a Fortune 500 global CPG order management engagement where roughly ten percent of desk capacity was realized within thirty days.

Read the walkthrough

Frequently Asked Questions

Our clients are sensitive about monitoring. How is that handled?
Capture is pseudonymous with no PII and no content capture. It measures the work and not the worker, and this is built into the architecture instead of depending on policy, which supports client and works council review.
Can this support an outcome-based or gainshare commercial model?
Yes. A gainshare requires a measured baseline and a measured result using the same method, and most firms can produce neither, so these fees are usually negotiated instead of calculated.

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.