Applying the Jobs-to-be-Done framework, the old EMS system performed the job of filtering bottom performers and justifying pay. However, it failed the job of improving real-time performance or fostering the risk-taking required by FastWorks. The Value Chain of Talent at GE is currently broken at the performance measurement stage; the input (effort) and output (innovation) are no longer captured by an annual, backward-looking snapshot.
| Option | Rationale | Trade-offs |
|---|---|---|
| Full PD@GE Adoption | Eliminate all ratings to maximize psychological safety and collaboration. | High risk of rating inflation; difficulty in justifying bonus differentiation. | Hybrid Accountability Model | Use PD@GE for development but maintain a shadow rating for compensation. | Preserves meritocracy but risks cynicism if the app and pay stay disconnected. |
| Departmental Customization | Allow industrial units to keep EMS while digital units adopt PD@GE. | Creates a fragmented culture and complicates internal talent mobility. |
GE must proceed with Full PD@GE Adoption but redefine accountability as the achievement of outcomes rather than relative ranking. The company should not revert to ratings. Success depends on shifting the HR function from policing compliance to coaching managers on how to deliver difficult feedback without the crutch of a 1-to-5 scale.
The transition depends on the following sequence: First, finalize the integration between the PD@GE app and the compensation planning software to ensure qualitative data informs financial rewards. Second, launch a global manager-capability program focused on the art of the Touchpoint. Third, conduct a mid-year audit of the Insights data to identify units where feedback is becoming overly soft or non-critical.
To mitigate the risk of performance drift, GE should implement a Calibration Council at the business-unit level. These councils will review qualitative summaries to ensure that high-impact rewards are still being directed to high-impact contributors. This provides a safety net for accountability without reintroducing the toxicity of forced rankings. The 90-day focus must be on increasing the frequency of Touchpoints to a minimum of one per month per employee to build the feedback muscle.
GE must fully commit to the PD@GE model and resist the urge to reintroduce numerical ratings. The legacy EMS system is a structural mismatch for the digital industrial era. The primary challenge is not the technology but the behavioral shift required of 30,000 managers. Accountability must now be driven through frequent, outcome-based coaching rather than annual statistical distributions. If GE fails to bridge the gap between qualitative feedback and compensation, the system will lose credibility by the second fiscal cycle. Success requires a non-negotiable mandate for monthly touchpoints and the use of calibration councils to prevent grade inflation.
The analysis assumes that removing the fear-based motivation of the bottom 10 percent ranking will be naturally replaced by the intrinsic motivation of growth-oriented feedback. There is a significant risk that without the threat of the bottom category, average performance will decline as managers avoid the social cost of delivering critical Insights.
The team did not fully evaluate a Peer-Based Recognition Market. Instead of relying solely on manager-to-subordinate feedback, GE could have implemented a system where employees allocate a fixed pool of points or recognition to peers. This would provide a decentralized, quantitative data set to supplement the qualitative Insights, maintaining a form of meritocracy that is collaborative rather than combative.
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