Rewiring talent
Skills and judgment. Validate judgment over activity, and fund the time it takes to unlearn.
Pillar I
Most performance systems still reward the job people had three years ago.
AI is changing the work faster than the systems that measure it. We redesign performance management, talent processes and organizational structure so they reward the work your people actually do now.
Talk about a redesign
Tell us which system works against you.
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The job changed. The review form didn't.
When AI takes over part of a role, the performance system keeps scoring the part that left. People learn to protect the old work, because that is what gets rewarded. As the book puts it, nothing reinforces old behavior faster than an outdated compensation system.
The signs
Five signs your people systems are out of date.
Any one of them is worth a conversation. Together they usually mean the system is the problem, not the people.
- Reviews still count activity: tasks closed, hours logged, volume produced.
- Job descriptions describe work that AI now does.
- Successors were picked against criteria written before AI.
- Leaders are paid for their own output, not for building a team that can decide without them.
- Every reorganization redraws the boxes and leaves the decision rights where they were.
Performance management
Performance management that measures judgment, not activity.
The book's first mandate for the CHRO: shift the whole performance system to measuring the quality of human judgment, not the volume of human activity.
What it covers
- What gets rated, and by whom
- Goals and review cadence
- How AI-assisted work is credited
- Calibration and ratings
- The link to pay and promotion
Talent processes
Talent processes built for the roles you'll need.
Succession, development and workforce planning, reset against how the work is changing. It starts with the Judgment Audit: which work to automate, which to augment, and which to keep for people.
What it covers
- The Judgment Audit
- Succession and readiness criteria
- Development paths and an unlearning budget
- Workforce and skills planning
- Hiring profiles
Organizational design
Structure that moves at the speed of the work.
Org charts were drawn for efficiency. AI creates cross-functional workflows that ignore them. We redesign structure, roles and decision rights so the chart stops being the bottleneck.
- 01Structure, spans and layers
- 02Decision rights and guardrails
- 03Roles defined by capability, not title
- 04Operating cadence
- 05Where AI changes the shape
- 06Talent mobility between roles
The difference
Before, and after the redesign.
Before
- Performance reviewsCount activity and output
- Job designFixed titles and task lists
- Leader payRewards individual output
- SuccessionCriteria written for the old roles
- DecisionsClimb the org chart for approval
After
- Performance reviewsAssess the quality of judgment
- Job designCapabilities that can move with the work
- Leader payRewards delegation, coaching and system health
- SuccessionReadiness measured against the roles you'll need
- DecisionsMade where the information is, inside clear guardrails
From the book
The CHRO Playbook: three pillars.
Chapter 13 of Rewired Leadership, “The CHRO Playbook: Building the AI-Ready Organization,” is the blueprint for this work.
Rewiring structure
Fluidity over rigidity. Replace static job titles with capability clusters, and design structures that move at the speed of the work.
Pillar II
Rewiring incentives
Compensation and accountability. Reward system health, delegation and coaching, not individual throughput.
Pillar III
How a redesign runs
Diagnose, design, pilot, roll out.
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Weeks 1 to 3
Diagnose
The Judgment Audit, and a read of how reviews, pay and succession actually work today.
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Weeks 4 to 8
Design
The target system, drafted with the people who will run it.
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One cycle
Pilot
One function or team runs the new system for a real review cycle, usually a quarter.
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After the pilot
Roll out
The rest of the business moves over, with managers equipped to use it.
Deliverables
What you get.
Working systems, not a report about them.
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A redesigned performance system
Criteria, forms, cadence and calibration, ready to run.
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Role and capability architecture
Roles described by the judgment they require, not the tasks AI now does.
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Succession and readiness criteria
A bench measured against the roles you'll need.
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Manager guides
So the people running the system know how to use it.
The path
Where design sits in the path.
Five steps, in order. Each one starts from what the last one found. See the whole path.
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Start here 01 · Uncover AI Readiness Assessment Where every engagement can start. Start with the assessment
- 02 · Develop Leadership Development If the gap is how your leaders lead. Explore →
- 03 · Coach Executive and Team Coaching If one leader, or one team, needs to move first. Explore →
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You are here 04 · Design Talent and Performance Architecture
- 05 · Build Learning and Enablement The delivery layer under all four. Explore →
Before you get in touch
Questions we get about this.
Anything not covered here, ask directly. We answer scope and pricing without a discovery gate.
No. We design with them. The CHRO owns the system, and the people who will run it help build it.
Maybe. The question that matters more is what the ratings reward. Fix that first, then decide whether you still need the numbers.
Yes. We design the system first, then work with your HR team to set it up in the tools you already use.
Usually three to six months from diagnosis to rollout, depending on the size of the organization and when your next review cycle falls. A pilot with one team comes before a business-wide rollout.
With the assessment if you're not sure where the system breaks. With performance management if you already know.