Most organizations measure AI rollouts by seats activated and prompts per week, while their most thoughtful people quietly check out. That gap between activity and real outcomes is what keeps AI initiatives stuck, long before the tool itself is ever the problem.

Mindy Honcoop, founder of Agile in HR and co-founder of AltHR Hive, breaks down why AI adoption stalls, and why the cause is almost never resistance. She introduces the SIGNAL Loop, her practical framework for spotting real friction, testing small changes, and turning that friction into forward progress. Jay from Teamflect then demonstrates Teamflect's AI Agent in action inside Microsoft Teams, from summarizing goals and feedback to answering policy questions. An audience Q&A closes the session, covering AI governance, data access boundaries, and how to build an employee-centered AI policy.

Key Takeaways

  • Friction isn't resistance, it's a signal.
    Comments about job relevance, time, or being left out of the process are data points worth investigating, not complaints to dismiss.
  • HR and IT are best positioned to lead AI adoption.
    They understand both how work actually gets done and the human side of change: communication, behavior, and what makes new habits stick.
  • Measure outcomes, not activity.
    Seats activated, prompts, and logins are easy to track but don't show business value. Start with an outcome and a hypothesis instead.
  • The SIGNAL Loop turns friction into experiments.
    Spot friction, investigate with curiosity, generate options, align on a hypothesis, test small, and learn, then re-enter the loop wherever it's needed.
  • Small experiments beat big rollouts.
    Test one behavior change instead of launching a three-month program, and make expectations and success criteria explicit from the start.
  • Human skills matter as much as AI skills.
    Curiosity, critical thinking, and the ability to ask questions safely need to be modeled and protected, not squeezed out.
  • A good AI policy is a living set of guardrails.
    It should reflect company values and clarify acceptable use, not just check a compliance box.

Speakers
Emre Ok
Product Marketing Manager
Teamflect
Mindy Honcoop - Agile in HR
Mindy Honcoop
Founder of Agile in HR and Co-founder of AltHR Hive
Agile in HR and AltHR Hive