Strategic Research & Frameworks
In-depth research and practical guides designed to help CHROs and workforce leaders navigate transformation and build a more capable, data-driven HR function.
Frameworks & White Papers
Strategic guides grounded in decades of practitioner experience at the world’s most complex organizations.
Wiring, Sensors, and Mechanisms (WSM)
The framework behind every Ikona diagnostic. As organizations shift from rigid hierarchies to agile networks, HR must evolve beyond the classic People, Process, Technology model. This white paper introduces WSM, a systems-based framework to re-architect HR for the AI era.
Key Takeaways
- Redefine organizational “wiring” for adaptive decision-making
- Implement “sensors” for real-time data on work, collaboration, and culture
- Design “mechanisms” to translate insights into organizational action
People Analytics Across Company Growth Stages
This white paper introduces a practical framework to help you build and evolve your people analytics capabilities as you grow, turning workforce data into measurable impact.
Key Takeaways
- Avoid “people data debt” that hinders future agility
- Align analytics sophistication with your business needs at each growth stage
- Make insights accessible and actionable for leaders
More Research in Progress
Our team is actively developing new frameworks on AI governance, workforce planning maturity, and advanced analytics operating models. Be the first to know when new research drops.
Put the Frameworks into Practice
Start with a diagnostic, explore our services, or meet the practitioners behind the frameworks.