Culture Evals Require On-Prem Deployment

You can research the company online. You have to meet the team to understand it.

🍽️ Apply here to indicate your interest in the FYSK dinners — come dine with us this summer!

A company’s website can tell you what it builds. It can’t tell you that a hardware engineer liked Flow enough to leave his job for a company that would let him use it. Or that the right person to reinvent construction may be an aerospace engineer. Or what keeps a healthcare team working late when the work stops being theoretical.

That’s why we started hosting dinners.

Unlimited Industries

Our first dinner of the Summer was at Unlimited’s office with Alex Modon and Tara Viswanathan.

Their manifesto is about making the physical world move faster. Their office felt like proof they meant it. Team members arrived from calls, disappeared to run models, and returned to the table—genuinely welcoming, but visibly eager to get back to building.

In between moments like an attendee realizing he and Tara were from the same hometown, Alex and Tara shared Unlimited’s progress. They’re already compressing processes from months into weeks, but were candid about the thing AI cannot shortcut: credibility. Until you have completed enough projects, knowing the best way to build something is not the same as being trusted to say so.

Flow Engineering

Next was Pari Singh of Flow Engineering.

Pari told two wild stories you will not find about Flow online. In one, a hardware engineer changed jobs because his company would not let him use Flow. In another, Flow was rejected after a long product evaluation—only for the engineers to push leadership to reopen the decision. Flow came back and won.

The company names stay at the table.

Pari described Flow as the kind of family that argues, works through the issue, then hugs it out. That tracked: intense but warm, and caring enough to disagree properly.

Healthier

Then we had dinner with Parth Bhakta of Healthier. They’re building an AI reasoning platform for oncology—bringing together fragmented medical records, imaging, genomics, research, and clinical guidelines into recommendations patients and doctors can actually evaluate.

The views of the Bay Bridge were incredible, the dinner was delicious, but the personal stories are what stuck.

A friend of a founding team member once called them after his father was diagnosed with cancer. He had great doctors. He still needed help. It’s the kind of call that makes staying late feel different.

Parth made the point that hard things are interesting precisely because they are hard. The team seems to attract people who are empathetic without needing to make a production of it. They are not working toward some distant hypothetical impact.

Someone needs the product now.

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You can learn plenty about a company online.

You cannot search how the team argues, what makes them stay late, or whether the room feels more interesting two hours in.

For that, you have to come to dinner.

Apply here to join our dinner series if you would rather catch the vibes in person than read our reconstruction.