The Academy · Master class

Performance Optimization.

Outsourcing performance optimization training: how to read and improve a live engagement’s true performance, taken after Outsourcing Lifecycle Management.

Customer satisfaction across the engagements studied averaged 43.85%. The people who assemble the reporting rate it more likely to be manipulated than accurate (6.26 against 4.81). Co-management becomes the primary success factor once an engagement reaches production, and its conditions are the weakest measured there. A live engagement can look healthy on a dashboard that its own producers do not believe. This class teaches an executive to read the real number and improve it.

1 dayOnsite master class
15Cohort size, taught by the author
OnsiteDelivered in person, not remote
PrerequisiteOutsourcing Lifecycle Management
How Akholi helps

The operating engine of a live engagement.

This is a 1-day master class, delivered onsite to a cohort of 15, taken after the foundational Outsourcing Lifecycle Management class. It concentrates on the operating engine of a live engagement: its true cost, the integrity of its reporting, the quality of its non-deterministic output, and the joint conditions that decide production outcomes.

What the class covers

True cost, honest reporting, and the conditions that decide production.

01

Performance baselines and the Total Cost of Engagement

Why the rate card is the smallest number, how the friction premium, the resilience premium, and the cost of verifying automated work change the picture, and how to set an honest pre-automation baseline.

02

The measurement floor and reporting integrity

The four manipulation mechanisms that survive an accuracy audit, how to audit report design rather than arithmetic, and how to hold buyer-side ground truth and a signed evidence ledger.

03

Joint quality assurance for non-deterministic output

Why availability-based quality assurance fails when identical inputs return different outputs, and how confidence thresholds, risk-scoped sampling, a standing verified error rate, and circuit breakers replace it.

04

Service-level and experience-level management

Outcome service levels computed on ground truth, the experience and value layer above them, and service credits that reward honest reporting rather than punish it.

05

Co-management performance tuning

Why co-management leads at production, and how to lift its weakest conditions: among production engagements, cross-firm visibility of agent actions rated 3.25, joint human review 3.26, and joint change control 3.30.

06

Reading engagement health early

The role-gradient problem, in which optimism rises with rank while manipulation reporting falls, and the anonymous, two-way pulse that reads the engagement before the dashboard does.

What the evidence shows

Where reported performance and true performance part company.

The class targets the study’s own performance signals. Satisfaction at 43.85%, manipulation at 6.26 against accuracy at 4.81, and the weakest production conditions all sitting in co-management are the measured places where true performance and reported performance part company. The class teaches an executive to close that gap. The numbers are the study’s findings, not a delivered classroom outcome.

Format

One day, onsite, after the foundational class.

One day, onsite, cohort of 15. Taken after Outsourcing Lifecycle Management. Scheduling is confirmed on enquiry.

Related
Read the design, not the arithmetic

Part 3 · Reporting Integrity

Manipulation rated 6.26 against an accuracy of 4.81 — audited in full.

Part 3 →
The baseline

Part 1 · The Market

Customer satisfaction across the engagements studied: 43.85%.

Part 1 →
Read

The Book

The performance discipline this class teaches, in full.

Book →

To enquire about a cohort or dates, the route is one conversation with Phil Hatch or a firm contact.