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Workspan Daily
07/08/2025
It’s much harder to fix the implicit bias in millions of decision-makers than it is to improve a single AI model or process that helps create guardrails and ensure consistent pay.”
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Workspan Daily
01/13/2026
Why Traditional Models Are Reaching Their Limits
For years, rewards structures in India evolved through accumulation.
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Workspan Daily
10/21/2022
Ultimately, whether employers opt for a hybrid model or full-time onsite schedule, flexibility in the approach is paramount for it to have the intended effect.
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Workspan Daily
04/17/2025
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Using a bell-shaped distribution model, organizations can balance motivation and risk management, better ensuring that incentives reward strong performance without encouraging reckless decision-making.
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Most recently she was Director, Total Rewards for Acumatica an ERP solutions technology firm in Bellevue, WA.
Workspan Daily
10/26/2023
The approach and lessons are applicable to companies across other verticals, especially those with high recurring-revenue models such as most tech companies with XaaS models.
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Workspan Daily
06/13/2023
Driving the sweet bread company's business approach is a model with five pillars, including success, value, health, potential and capability.
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Workspan Daily
01/22/2026
Model Performance Scenarios
Scenario modeling is vital for stress-testing sales compensation plans and preparing for a range of market conditions.
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Workspan Daily
02/21/2024
Many external factors will contribute to these challenges, including more complex business and go-to-market models, the rise of artificial intelligence, the evolving hybrid workplace model, as well as equity and transparency initiatives.
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Workspan Daily
01/15/2025
“In 2025, the landscape of work is expected to further evolve into a hybrid model as the standard for many industries,” she said.
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