HR Friction Discovery

Where could GenAI actually help your HR team?

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.

What this diagnostic does

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.

1
Select your frictions Click whatever sounds like your business. Most people pick 5–10. There are no wrong answers.
2
Watch your map build Your selections sort live into the four friction quadrants.
3
See where AI fits An honest read on where GenAI would help first — and where it wouldn't.

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.

HR Friction Discovery

Scan the list. Click the ones that sound like you. Skip the rest. The map builds as you go.

Area
0 frictions selected
Four Friction Quadrants

Your friction map builds here

Click the frictions on the left that sound like your HR team.

Bottlenecks
Repetitive work that eats your team's time
Missed Opportunities
Valuable work that never gets done
Strategic Gaps
Capabilities you need but don't have
Communication Voids
Knowledge that stops flowing

What happens next?

This friction map is the starting point of every KMS Lighthouse engagement. In a live session, we go deeper — interviewing your operational leaders, quantifying the cost of each friction, and designing the AI Coworker team that addresses it.


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.

Thank you! We have received your friction map. Your personalised report will be with you within 24 hours.

Ready to go deeper?

Phase 1 of the Lighthouse Approach is free with a Phase 2 commitment.
You will have a signed Blueprint before you invest.

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Bottlenecks
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Missed Opp.
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Strat. Gaps
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Comm. Voids
Your Friction Map