Why we exist

Most data tools tell you what's wrong. We do something about it.

Modern data platforms have grown extraordinary in capability — and impossible to operate by hand. Queries slow down. Pipelines fail at 3am. Costs creep up. The tools showing up to help told teams something was wrong. None of them did anything about it.

We'd spent careers building the systems underneath modern data platforms — at Duke, at Oracle, in research labs and in production at some of the largest data & AI systems. We knew an AI could do this work autonomously. We could see no one was building one that actually did. So we built Arvix — and a company around four principles we won't compromise on.

What we believe

Those four principles.

Operate the system, not the wrapper.
A data platform is queries, plans, schedules, datasets, users — not just clusters and warehouses. Real automation has to see all of it. Real fixes happen at the layer where the problem actually lives, not the one that's easiest to monitor.
Autonomous means doing — not suggesting.
Recommendations are easy to make and easy to ignore. Real autonomy means actually applying changes, validating them, and proving they worked. An advisor that never acts is just a dashboard.
Earn trust with proof.
Every change Arvix makes runs through validation before it touches production. Customers see the impact, the diff, the rollback path. Nothing about how Unravel works is a black box.
Enterprise scale, enterprise stakes.
When the world's largest banks and airlines run critical pipelines on us, "mostly works" isn't acceptable. We design for the customer where failure has consequences — and so does success.
Leadership

Built by data infrastructure veterans — not by people new to the problem.

Shivnath Babu
Co-founder, President & CTO
Adjunct Professor at Duke University, where his research group has spent more than a decade studying database systems and large-scale data infrastructure. Has worked at the intersection of academic research and production data platforms throughout his career.
Kunal Agarwal
Co-founder, CEO
Co-founded Unravel after years working at the intersection of data infrastructure and the customers running it in production. Spends most of his time today with the FinOps and Data Platform leaders at Unravel's enterprise customers — figuring out what the next thing they need fixed actually is.
Backed by

Investors who've built data infrastructure companies before.

The firm has been helping steer portfolio companies to successful exits for decades, with 70 IPOs and more than 100 mergers and acquisitions since 1976. Its big data and storage portfolio includes 3PAR, Avere Systems, BeyondCore, BitSight Technologies, Gild, Nexenta Systems, ParAccel, PernixData, Pliant Technology, Pluribus Networks, Scality, Spinnaker Networks, Takipi, Tintri, and Waterline Data Source.

The firm has been partnering with leading technology entrepreneurs from seed to pre-IPO since 2000. With $3.8 billion in capital managed across eight funds, GGV invests in globally minded entrepreneurs in the consumer internet, e-commerce, frontier tech, and enterprise and cloud sectors. GGV has invested in over 200 companies including Airbnb, Alibaba, Ctrip, Didi, DOMO, Hashicorp, Hellobike, Houzz, Keep, Slack, Square, Toutiao, Wish, Xiaohongshu, and YY.

With the capital to lead rounds through all stages of company growth, we invest primarily in Fintech, AI/ML, and Enterprise technologies. As an independent arm of Point72, the global asset management firm led by Steven Cohen, Point72 Ventures offers well-informed insights into the global economy. Point72 Ventures has offices in New York City, Palo Alto, San Francisco, and Stamford, Connecticut.

Founded by Daniel Loeb as the venture capital arm of hedge fund and wealth advisor Third Point, LLC, it invests early stage growth capital in companies in the technology industry. With $5 billion in assets, Third Point Ventures has pursued enterprise technology, financial technology, mobile, and healthcare innovation with hands-on investments in young companies created by exceptional entrepreneurs.

M12 is the leading platform and productivity company for the mobile-first, cloud-first world. M12 partners with visionary entrepreneurs looking to drive digital transformation. As part of its promise to portfolio companies, M12 offers unrivaled access to go-to-market resources and strategic global relationships. M12 currently operates in London, New York, San Francisco, Seattle, and Tel Aviv.

With offices in New York City and Silicon Valley, Harmony fills a gap in the market for flexible entrepreneur-friendly expansion stage capital, eliminating the deal constraints of traditional growth equity firms. Since 1993 Harmony’s Founding Partner has invested in over $750 million in 80 technology-driven companies including Anaplan, AppDynamics, Aveksa, Coremetrics, E*Trade, InfluxData, Intersect ENT, Natera, Postmates, Priceline, Scopus, Spotify, SS&C, and Zerto.

Investors in Data Elite include Andreessen Horowitz, Formation 8, The Social+Capital Partnership, Anand Rajaraman, and Ron Conway. Data Elite is located in San Francisco.

The world's largest data teams
run on Unravel.

The kind of customers who don't get to make mistakes with their data infrastructure.

Join us

We're hiring engineers who care about doing the work — not just talking about it.

 Unravel is building deeply technical software for some of the most demanding data infrastructure in the world. If that sounds like the kind of problem you want to spend the next few years on, we'd like to meet you.