A few weeks ago, we spent time in the San Francisco Bay Area meeting founders, operators, and investors who are building at the frontlines of this shift.
Across conversations with people like Aliisa Rosenthal, former Sales Head at OpenAI, Emily Cohen, Head of Operations at Cognition, Malte Ubl the CTO at Vercel, and Alfred Lin, Partner at Sequoia Capital, one theme kept coming up in operating discussions:
The real AI advantage is not intelligence.
It is reliability.
Teams are no longer asking,
“Can AI do this task?”
They are asking,
“Can this system run every day, without supervision, and still deliver predictable outcomes?”
That shift changes how products are built.
In many of these companies, the conversation has already moved beyond models and prompts.
The focus is now on:
• How decisions flow across systems
• How data moves in real time between teams
• How errors are caught before they become operational problems
• How workflows keep running even when conditions change
In other words - AI is becoming part of the operating layer, not an add-on feature.
That lens resonated strongly with me because construction has always been an execution-heavy industry.
If you’ve spent time on live sites, you know the challenge isn’t a lack of effort or intent. Contractors, engineers, and site teams are professionals who manage enormous complexity every day. The friction usually comes from systems that don’t reflect how projects actually run - fragmented information, delayed visibility, and decisions that arrive too late.
Small gaps compound quickly:
• A material delay turns into idle labour
• A missed update turns into rework
• A cash timing mismatch turns into project stress
None of these are intelligence problems.
They are system coordination problems.
What I saw in the Bay Area conversations was a clear direction:
AI is being used to close these coordination gaps: quietly, consistently, and at scale.
Not as a mere feature.
As operational infrastructure.
Over the past few months, we’ve been taking these ideas and pressure-testing them against the realities of the Indian construction ecosystem: across projects, teams, and workflows that run every single day.
The goal is simple:
- Build systems that reduce surprises
- Improve predictability, and
- Help teams focus on execution instead of firefighting
On Thursday, we will share the next step in that journey for Powerplay.
More soon.