sieve recently launched!

sieve helps hedge funds extract and clean data from any source directly into their existing tools

"Focus on differentiated analyses and never think about data cleaning again."

Founded by Nicole Lu & Savannah Tynan

The problem

Right now, the most sophisticated hedge funds pay over-qualified data engineers to spend hours a day on the under-levered task of data cleaning. It's crazy to anyone outside of the industry, but in finance even earnings dates (the date a company reports earnings) are considered a known hard problem.

https://youtu.be/V-OpzDRge3o

Who the founders are

After studying CS at MIT, Nicole worked at Citadel and McKinsey, and Savannah worked at Bain. They've dealt with this problem first hand and were amazed that there weren't good solutions.

What the founders have built

sieve lets hedge funds replace manual review in their data pipelines with a simple API call, so their engineers and analysts can get back to more differentiated work. Behind the scenes, sieve uses AI to find and retrieve the appropriate source documents and to extract the requested data. Each data point is reviewed by a team of expert reviewers before being returned to the client. This lets sieve achieve the level of accuracy hedge funds need—something that AI-only approaches are unable to achieve.

They offer direct API access and access via other tools like Excel. Watch below to see how the excel integration works!

https://youtu.be/r6A1t_X2kZo


What the early results look like

sieve is able to replace manual data cleaning workflows:

  • accurately (100% match to data that was hand-collected internally).
  • more scalably (weeks of full-time work to review data became a passive background task for the data scientist).
  • more cheaply (easily 60-70% cheaper than existing options, even when that existing option is BPO outsourcing).

In the founders first week of YC, they were told they need to be at least one of: better, faster, or cheaper.

Animated GIF

Image Credits: sieve

Learn More

🌐 Visit www.usesieve.com to learn more.
🤝 The founders solved this problem and their ask is to connect them with anyone you know who works in the investing world and uses data (should be all of them).

📧 You can email the founders here.
👣 Follow sieve on LinkedInX.

Posted 
May 20, 2025
 in 
Launch
 category
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