Problem: As companies go hybrid and global, CHROs and People Analytics teams struggle to understand culture health beyond quarterly surveys—Slack sentiment, ERG activity, and micro-attrition signals are invisible. r/WorkReform and TikTok are full of complaints about toxic cultures while CHROs on LinkedIn beg for better analytics. WHO: CHROs at 500–5,000 employee firms with at least basic HR analytics in place.

• Unique approach: A culture intelligence swarm that reads anonymized communication metadata, engagement tools, ERG forums, and HRIS events to detect early risk zones; specialized agents model burnout, inclusion, and manager effectiveness, sending prioritized insights to a single HR owner.
• Key value props:
  • Detects “hot spots” (teams at risk of attrition, burnout, or disengagement) weeks before exits spike.
  • Quantifies inclusion by analyzing cross-team collaboration, ERG participation, and feedback distribution without reading private message content.
  • Auto-drafts targeted interventions: manager talking points, nudges, learning modules, and micro-surveys.
  • Provides board-ready culture dashboards linking culture metrics to performance and retention.
• Why now: Generative AI plus maturing People Analytics stacks make multi-source culture modeling feasible; existing survey tools like CultureAmp and Glint are point-in-time and admin-heavy, leaving a gap for continuous, swarm-driven monitoring with strong privacy constraints.