How we’re using people science and deep learning to spot the moments that matter

Deep Learning and People Science Combined
ClarityLoop People Science and AI

Most people don’t avoid giving feedback because they don’t care.
They avoid it because they’re busy. Or unsure how to phrase it. Or the moment just… passes.

Maybe someone left a thoughtful comment on a doc.
Maybe they jumped in when things got tricky.
Maybe they gave feedback that helped you see things differently.
And you meant to say something — “Thanks,” or “That helped,” or “You handled that well.”

But then Slack pings. The meeting starts. The tab closes.
And the moment is gone.

We wanted to help people catch those moments — and say what matters.

So we rebuilt the core of ClarityLoop’s feedback engine.

It now combines people science (what actually makes feedback helpful) with deep learning (what’s actually happening across your work).

Instead of waiting for feedback cycles or forms, ClarityLoop quietly listens across tools you already use — GitHub, Confluence, calendar events, comments — and spots small but meaningful signals.

When something shows up — a pattern, a gesture, a contribution — it nudges you gently:

“This might be a good moment to share feedback.”

You can ignore it. Or click once, and see a thoughtful, context-aware draft — based on what actually happened.

It’s not robotic. It’s not forced. And it’s not adding more to your plate.
It’s helping you say what you were already thinking — before the moment slips away.

Why it works

This isn’t about gamifying feedback.
It’s about restoring something that often gets lost: timing.

Psychological research and real-world experience say the same thing:
Feedback lands best when it’s:

  • Timely — close to the moment
  • Contextual — tied to real work
  • Actionable — with something the other person can build on

By grounding feedback in the day-to-day — not quarterly cycles or generic forms — we help make it more natural, more frequent, and more useful.

You’re still in control
You can:

  • Edit the draft
  • Change the tone
  • Share it privately (email, Slack, etc.)
  • Or just leave it as a mental note

There’s no pressure. Just a little help turning good intentions into action.

What this unlocks

We’ve already seen it:
Teams are giving feedback more often.
Managers are spending less time digging for examples.
Recognition is happening closer to the work — not months later in a review.

And people are saying things that would’ve otherwise gone unsaid.

That’s the win.

What’s next

This is just the start.
Soon, ClarityLoop will understand more kinds of moments — across more tools and team dynamics — and help you respond with the right feedback, in your voice, in real time.

Because we believe performance isn’t just something you measure.
It’s something you build — one moment at a time.

We’d love to hear what moments you wish you could catch more often.
Let us know — or just wait for your next nudge. It might surprise you.