FEATURED ESSAY · PRACTICAL AI
AI needs an operating model.
Not just a pilot.
A useful demonstration becomes a dependable service only when ownership, evaluation, and support are part of the design.
Read the essayPERSPECTIVES
Perspectives on enterprise platforms,
practical AI and engineering leadership.
I write about the decisions behind better technology: what to build, what to simplify, how to lead teams and what it takes to make AI useful in practice.
About SandeepanAI needs an operating model.
A THREE-PART SERIES
Rethinking HR technology
Start with the job. Focus on the moment. Design around intent.
- 01
PART 1
Start With the Job, Not the System
What changes when we judge a platform by the work it removes from someone’s day?
- 02
PART 2
Design Around the Moments That Matter
Where should teams invest when some employee journeys carry more weight than others?
- 03
PART 3
Design HR Services Around Intent, Not Interfaces
How could AI connect what people need to reliable services and human judgment?
ENGINEERING LEADERSHIP
Directional Clarity Is What Matters
What does a team need to keep making good decisions when its leader is not in the room?
Read the perspective