On Timing

I joined Locale AI as a Frontend Engineer because the problem space felt adjacent to what I had already worked on. Decision-making powered by spatial and behavioral data.

We built multiple systems across pivots. Visualization layers, operational alerting systems, workflow tooling, configurable automation infrastructure.

Eventually, the company moved toward building an AI-driven outbound intelligence layer. Something similar to what is now broadly categorized as AI SDRs.

At the time, this was early. GPT-3 had just entered the market.

The Core Constraint

The idea was to build intelligent outreach and decision flows on top of existing models. Without owning foundational AI infrastructure ourselves.

Technically, it was not impossible. We could build something.

But there's a difference between building something and building something that works reliably enough to matter.

The core constraint wasn't effort. It was technological maturity. LLMs at that time were non-deterministic, inconsistent, difficult to productionize for decision workflows.

And we didn't want to move toward building our own foundational models.

We were trying to construct reliability on top of systems that were not yet stable.

The Real Reason I Left

My decision to leave wasn't because the company was struggling.

It was because I stopped believing. Not in the team, but in the timing.

Over several months, I felt a growing misalignment between what we wanted to build and what the ecosystem could support at that moment. You can often sense this through how founders reason about constraints, how teams approach uncertainty, whether belief is grounded or aspirational.

I tried to stay with the idea for four or five months.

But eventually, I recognized something. Waiting for feasibility to catch up with ambition wasn't the path I wanted to take. I chose movement over optimism.

Personal Context

Around the same time, I was also going through a rough phase personally.

So the decision wasn't purely strategic. It was intellectual misalignment combined with an emotional need for pause.

I stepped away from the role and consciously took a break before moving into my next chapter. Not as an escape — but as a reset.