Observation and Inquiry: A Founder's Story

I grew up in a small town in Andhra Pradesh and studied computer science at IIT Guwahati. The subjects were algorithms and computation, but the education that stayed with me was a deeper habit: asking what lies beneath the surface of things.

For 24 years after that, I built the kind of software nobody sees but everyone depends on. Payment systems that process fraud decisions in milliseconds. Telecom platforms routing millions of sessions. Content pipelines serving legal and financial data to people making consequential choices.

The thread through all of it was the same. Push intelligence to where the decision happens. Don't wait for a round trip to the cloud when the answer needs to be immediate. Don't assume bandwidth. Don't assume connectivity. Build systems that reason where they stand.

Every one of those years was building a foundation. I did not understand what it was for until the problem found me.

Two things converged that made this solvable. NASA and IBM released Prithvi, a 300-million-parameter foundation model trained on petabytes of satellite imagery, capable of detecting burn scars, mapping floods, classifying land use. And NVIDIA shipped the Jetson Orin, an edge GPU that fits on a satellite payload and runs real inference.

Foundation model plus flight-ready hardware. For the first time, you could run the same class of AI that works in a data center on a satellite, 500 kilometers above the surface, processing imagery the moment the sensor captures it.

The tools to build a company had changed too. What once required large teams could now be done by one person with the right instruments and enough conviction.

I had spent my career building exactly this kind of system. Edge-first. Bandwidth-constrained. Has to be right without phoning home. I looked at this convergence and the decision was clear.

Kurt Godel proved that any sufficiently powerful formal system contains truths it cannot prove from within. His method was striking: he constructed a statement that refers to itself — a system examining its own nature — and showed that such self-reference reveals limits no amount of internal reasoning can overcome. To see the full picture, you have to step outside.

That is literally what satellites do. They leave the surface to reveal what is invisible from within: the true perimeter of a wildfire, the full extent of a flood, the slow patterns of change that unfold across years and continents.

But observation is only half of it. The deeper power in Godel's work was the act of inquiry itself. Ask what is being observed. Then ask who is observing. Follow that question far enough and the boundary between the observer and the observed begins to thin. What looked like a separation turns out to be a single act of awareness.

The name carries both commitments. Observation — stepping outside the system to see what it cannot see from within. And inquiry — turning the question back on itself until something fundamental is revealed.