Hirundo

Company Overview

Snapshot

Founded in May 2023 by Ben Luria, Oded Shmueli, and Michael Leybovich, Hirundo operates with 11–50 employees. The company has raised $9.7M across two funding rounds from four investors. In June 2025, Hirundo secured an $8M seed funding round.

Business overview

Hirundo is developing a platform designed to optimize machine learning data for teams. The company's core technology addresses critical issues in the machine learning lifecycle, including the optimization and reduction of training data, analysis of fault causes and locations in model predictions, and the removal of problematic data from training models without requiring full retraining. Hirundo operates within the Business Software sector, focusing on IT, R&D, and Data Solutions, specifically Software Development Tools, and serves enterprise and professional services customers in software development.

Strategic signal

In July 2025, Hirundo won first prize in the RAISE Summit Start-Up Competition, outperforming over 1,100 other AI startups. This achievement signals strong industry validation for Hirundo's machine unlearning technology and its potential to address critical challenges like hallucinations, bias, and toxic data in trained AI models, positioning the company as an emerging leader in the AI optimization space.

Company Intelligence Q&A

What is Hirundo's primary focus?

Hirundo specializes in an AI optimization and machine unlearning platform designed to enhance machine learning data for teams by optimizing training data, analyzing model prediction faults, and removing problematic data without retraining.

When was Hirundo founded and by whom?

Hirundo was founded in May 2023 by co-founders Ben Luria, Oded Shmueli, and Michael Leybovich.

What was a significant recent funding event for Hirundo?

In June 2025, Hirundo raised an $8M seed funding round. The round was led by Maverick Ventures Israel, with participation from Plug and Play.

What recognition did Hirundo recently receive?

In July 2025, Hirundo won first prize in the RAISE Summit Start-Up Competition, surpassing over 1,100 other AI startups.

What problem does Hirundo's technology address in machine learning?

Hirundo's technology tackles issues such as optimizing and reducing training data, identifying causes of faults in model predictions, and enabling the removal of problematic data from trained models without requiring a full retraining process.