This week

Honest research on the tech behind hiring, learning, and work.

I've sat where you're sitting — evaluating platforms, sitting through vendor decks, living with what happens after the contract's signed. This is where I share the unfiltered version: what actually works, what breaks, and what I'd choose if it were my budget on the line.

Read the honest angle
Priyanku Nandi wearing a The Honest Experiment t-shirt with the tagline Real work. Real data. Real talk.

HR Tech Watch · 2025–26 AI Roadmap

Who’s building what in HR tech AI

How the leading Hire-to-Retire platforms are building AI into their products — every move linked to its source.

Explore the full roadmap →

Independent

Vendors can fund my research. They can't buy my verdict.

Battle-tested

I've built and run these systems for real organisations. I know what breaks.

Pathways, not sales

I map honest trade-offs so you choose what fits you.

22+

Years of experience across HR tech, ops & talent

12

Platforms implemented — HCM, intelligence, marketplace & hiring

4

Organisations where I've built and run these systems

5

Articles published, unfiltered — and counting

Latest Research

Skills Architecture vs. Tech Platforms

Most skills programmes don't fail on the platform — they fail because the architecture was never decided first. Five gates to clear before you buy.

Talent Marketplaces

An internal marketplace doesn't change hiring behaviour by existing — it changes behaviour when it changes who gets to say yes. Five gates to clear before you buy.

Strategic Workforce Planning

Most workforce plans are headcount plans with better slides — capability decisions the plan never actually made. Five gates to clear before you plan.