Katina Cash

Katina Cash

Product Team Manager at VidTheoria

About

Helping teams build products people love. Focused on product strategy, collaboration, and continuous improvement at VidTheoria.com

Badges

Tastemaker
Tastemaker
Gone streaking
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Gone streaking 5
Gone streaking 5

Maker History

  • Trilo
    TriloStop managing tools. Let AI run your workflow.
    Apr 2026
  • 🎉
    Joined Product HuntMarch 31st, 2026

Forums

Researchers — do you still need an external team for even the basic analysis/research work?

Curious to crowd-check something any researchers/analysts here who still have to loop in an external team (or a colleague) just to get basic data pulls, literature reviews, or first-pass analysis done? Not the deep, judgment-heavy stuff just the grunt work that eats days before the "real" research even starts.

If that's you what's the actual bottleneck?

  • Is it that the tooling/agents just aren't there yet?

  • Is it trust you don't believe the output without a human checking it?

  • Or is it that setting up an agent/pipeline yourself takes longer than just asking a person?

Trying to figure out where an out-of-box research agent would genuinely save time vs. where people still want (and will keep wanting) a human in the loop.

What we learned launching Trilo today and one last question

Launching Trilo today has been a really eye-opening experience.

Not just because of the upvotes or traffic, but because of the conversations.

We heard a lot of similar things:

Too many tools

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