/ Insights · Field Notes

Signals from theBangalore floor.

Short, opinionated notes from the work — each one anchored by a caselet you've probably seen play out in your own building.

Retention
2025-11-18
2 min read

Attrition is a Signal, not a Number

Caselet · from the floor

Four engineers from the same AI team quit in six weeks — all to one rival on Outer Ring Road. The HRBP dashboard showed 14% attrition. We saw the pattern: every exit had reported to the same tech lead who had quietly left two months earlier. The number was loud. The hub was the story.

Why Bangalore's tech leaders must stop treating attrition as a spreadsheet row and start reading it as market intelligence.

Culture
2025-10-30
2 min read

Culture After Series B: Rebuilding the Operating System

Caselet · from the floor

A Koramangala SaaS team grew from 80 to 220 in a year post-Series B. Monday standups 'felt weird'. The original twenty had stopped cracking jokes — nobody had named it. We plotted the culture graph and found every joke-teller had been split into a different new pod. Culture wasn't dying. It was just distributed without a map.

The 60→300 headcount jump breaks most cultures. Here is the operating cadence we install with scale-up founders.

HRBP
2025-10-04
1 min read

Diagnose. Discover. Deliver. The New HRBP Playbook

Caselet · from the floor

A 140-person product company in Indiranagar was three weeks from rolling out a brand-new performance system. We asked managers one question: when was your last real 1:1? Median answer — 11 weeks ago. The PMS wasn't the problem. The cadence underneath it was. We paused the rollout and rebuilt the weekly rhythm first.

HR Business Partnering is no longer a policy function. It is a diagnostic practice. Here is our three-stage model.

Rewards
2025-09-12
2 min read

Compensation in the AI Talent Bubble

Caselet · from the floor

A 60-person deep-tech startup near ORR lost their ML lead to a 2.4× offer from a US-listed rival. Within three weeks, two more senior engineers were quietly interviewing. Matching headline salary would have blown up the band for everyone else. We designed a refresher-grant policy tied to a two-year cliff. Closed the gap. Preserved the band.

Five rules to structure pay bands when the market is irrational and your runway is not.

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