Many manufacturers run on exceptions that their software can’t resolve, @fragmentdata's agents resolve them end to end.
Today, Fragment comes out of stealth with $56M in total funding. General Catalyst co-led their seed round, and are back to support their Series A. Listen to @pranavmulgund and @stopitnaveen discuss the procurement and economic impact of the iPhone in this short clip.
cc: @vedantsuri, @yuris
Pranav is the kind of person who reads algebraic geometry textbooks on plane rides for fun, so of course he’d fall in love with a problem most people would find unglamorous.
In June 2025, he quit his job to go all in on @fragmentdata. He’d known for a long time that it needed to exist, and that Naveen was the only person he’d build it with. He set the bar at something necessary enough to work on for the next 20+ years, and while most startups pivot every few weeks, he never did. I’ve never met someone whose conviction runs this deep.
That’s what gets you through the long days at the office + every weekend + the crazy road of selling to enterprises + all the ups and downs. When you love what you do, and you do it with people you love, working all the time is kind of the best thing ever :)
It’s not just Pranav. Everyone at Fragment is exceptional and owns so much. Go to a Fun Fragment Friday, where they cook for each other, and you’ll see it. I’ve never seen an office with cooler hobbies and quirks.
No team more deserving, and this is just the beginning. So proud @pranavmulgund ❤️
@BabaHQ is a story of redemption.
The American healthcare system is actually the most generous in the world & doesn’t deserve the hate it gets.
AI will finally make it possible to prove ROI and undermine all the arguments that the system is past repair.
Today, @BabaHQ raised a $40M Series A.
We give each Medicare member and their family a dedicated team of advocates and behavioral health experts to keep every part of their care moving forward.
In a world obsessed with AI personal assistants, it’s never been more important to have expert humans in the loop to go the last mile, particularly in healthcare.
Introducing ask-web: Rox’s in-house web search agent.
ask-web sits on the cost-per-accuracy pareto frontier of the hyper-parameter grid when compared to frontier labs and commercial search agent providers.
The agent delivers 91.3% accuracy at 1.03 cents per query on real production prompts.
It has been running in production for more than 6 months with continuous evals.
Inference partners: @togethercompute, @baseten, @modal
Commercial Search vendors benchmarked: @perplexity_ai, @ExaAILabs, @p0.
Frontier Search vendors benchmarked: @OpenAI, @AnthropicAI
Exa, OpenAI and Anthropic excel on accuracy. Parallel and Perplexity are cost-efficient.
Here’s the breakdown:
I'm excited to share that @getavoca has raised over $125M across Seed to Series B at a $1B valuation, backed by Kleiner Perkins, Meritech, General Catalyst, Amplify, and more to build AI agents for the services economy. Thank you to @FortuneMagazine for the exclusive cover.
https://t.co/sjAxVKCLGm
Agents now Run Revenue, End-to-End. Rox Autopilot is here 🚀
The world’s largest enterprises now run their critical revenue systems on Autopilot.
Coding and support agents had their moment. Now it’s time for Revenue Agents
No SaaS. No enrichment. No CRM. Just an Agent.
We’re offering 2× free agent actions for the next 30 days. Start Autopilot at https://t.co/GMhncSV1gg
Thank you to @sequoia, @generalcatalyst, @googleventures, @marcbhargava, @vedantsuri, @davemuni, @MongoDB, @cloudsoftware, @togethercompute, @Microsoft, @databricks, and all of our other customers & partners!
I’m thrilled to announce Baba, The American Healthcare Company.
Baba connects older adults and their families with dedicated advocates who can coordinate their care. Our advocates are nurses and social workers who have worked at the front lines of the healthcare system for decades, and who can get folks the resources they need.
This company was born of a family tragedy and has grown to support thousands of families across every corner of the country.
Rox made @theinformation's 50 Most Promising Startups of 2025!
#2 in B2B & Security. Test out what we're building → https://t.co/GMhncSV1gg
Huge thanks to @sequoia, @generalcatalyst, and @GVteam - and to @Alfred_Lin, @Konstantine, @htaneja, @marcbhargava, @vedantsuri, and everyone else who believed in us from the early days.
Massive kudos to the entire team for insane execution every single day.
Onward 🚀
props to @vrjbndr@vedantsuri for throwing one of the best tech nyc events I’ve been to since I moved
wish I had pictures of the event but here’s one that we took to send @Nate__Medina when we realized I ran into his roommate