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Databricks Acquires Lilac AI to Simplify Unstructured Data Evaluation for Generative AI

Lilac AI's founders, Daniel Smilkov and Nikhil Thorat, bring a wealth of experience from their tenure at Google, where they specialized in developing enterprise-scale data quality solutions.

Databricks, a leader in AI and analytics solutions, has announced its acquisition of Lilac AI, a startup specializing in scalable tools for text data analysis in generative AI. This strategic move reflects Databricks’ commitment to enhancing its position in the rapidly evolving AI landscape.

Research Team Advocates for Acquisition:

According to Databricks CEO Ali Ghodsi, the decision to acquire Lilac AI was strongly supported by the company’s research team during a recent offsite meeting. Ghodsi emphasized the enthusiasm within the team, stating, “It was a no brainer, they were interested, we were interested, you know, this was a love marriage.”

Integration of Lilac AI Technology:

Lilac AI’s technology will be integrated into Databricks’ platform to empower customers in accelerating the development of production-quality generative AI applications using their enterprise data. The acquisition aligns with Databricks’ commitment to providing end-to-end GenAI capabilities to its customers.

Part of Databricks’ AI Strategy:

The acquisition of Lilac AI is part of Databricks’ broader strategy to expand its suite of AI tools. In 2023, the company made headlines with its $1.3 billion acquisition of generative AI startup MosaicML. Ghodsi reiterated Databricks’ position as the preferred vendor for companies seeking to train LLMs or AI on their private data, stating, “When it comes to Gen AI, our strategy is very simple: We are the best vendor out there.”

Addressing Unstructured Data Challenges:

Lilac AI’s technology addresses the challenges associated with exploring and understanding unstructured text data in the era of GenAI. Traditionally, analyzing such data has been labor-intensive and lacks scalability. Lilac AI offers a scalable solution that facilitates interaction with data through an intuitive user interface and AI-augmented features.

Founders’ Expertise and Technology Integration:

Lilac AI’s founders, Daniel Smilkov and Nikhil Thorat, bring a wealth of experience from their tenure at Google, where they specialized in developing enterprise-scale data quality solutions. Their expertise, combined with Lilac AI’s technology, will enhance Databricks’ offerings in AI and analytics.

Future Integration Plans:

With the integration of Lilac AI’s technology, Databricks aims to streamline the evaluation and monitoring of LLM outputs within a unified platform. Additionally, the technology will assist in preparing datasets for Retrieval-Augmented Generation (RAG), fine-tuning, and pre-training. Databricks plans to provide further details as the integration progresses.

Picture of Anshika Mathews
Anshika Mathews
Anshika is an Associate Research Analyst working for the AIM Leaders Council. She holds a keen interest in technology and related policy-making and its impact on society. She can be reached at
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