Most conversations about AI start with the technology and work backwards to a problem. This one starts with your friction — the work that takes too long, or never gets done at all — and only then asks where GenAI would genuinely pay off.
You'll see a list of frictions that show up in HR teams. Click the ones that sound like your business. As you do, they sort themselves into four kinds of friction — and the pattern that emerges tells you something useful: not just that you're stretched, but what kind of stretched you are, because each kind calls for a different response.
Some of what you select will be a strong fit for agentic GenAI — where AI coworkers can genuinely take work off your team. Some of it will need a process change, a system, or a person, and we'll say so. Knowing the difference is the whole point.
AI belongs wherever friction is expensive and the work is patterned — not wherever it technically could go.
No email required. Your friction map appears on screen as you build it. We only ask for details if you'd like us to write it up as a blueprint afterwards.
Scan the list. Click the ones that sound like you. Skip the rest. The map builds as you go.
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Your friction map builds here
Click the frictions on the left that sound like your HR team.
Get your full friction report with personalised recommendations:
Your detailed friction report with specific AI Coworker recommendations for your highest-friction areas. No spam, no automated sequences — just the report.