According to TechCrunch, citing sources familiar with the matter, enterprise software company Elastic has agreed to acquire DeductiveAI for up to $85 million. This company primarily uses artificial intelligence to identify and fix software defects, and the deal also demonstrates that major software vendors are accelerating the acquisition of AI-native teams.
DeductiveAI was founded just two years ago.
DeductiveAI was founded in 2023, but it didn't emerge from secrecy and publicly raise funds until November 2025. At that time, the company announced the completion of a $7.5 million seed round, led by CRV, with participation from Databricks Ventures, Thomvest Ventures, and PrimeSet.
According to PitchBook data, this funding round valued DeductiveAI at $33 million. If the sale is completed, it means the company will achieve an exit in a relatively short period.
- Established in: 2023
- Seed round funding: $7.5 million
- Valuation at the time: $33 million
Targeting the AI software operations and maintenance sector
DeductiveAI operates in a field known as AI SRE, which uses AI to address software reliability and operational issues. As more and more code is generated by AI, enterprises are increasingly demanding automated troubleshooting, problem localization, and anomaly remediation.
The goal of these tools is to free engineers from repetitive troubleshooting tasks, allowing teams to dedicate more time to product development and system optimization. Sources familiar with the matter say that integrating DeductiveAI's technology into Elastic could further enhance the automated monitoring and real-time troubleshooting capabilities of its observability platform.
Elastic is a publicly traded company that completed its IPO in 2018. Its most well-known product is Elasticsearch, primarily used for storing, searching, analyzing, and monitoring massive amounts of data in near real-time. Its existing observability software already provides system monitoring and security threat detection capabilities for engineering teams, thus its product focus is quite similar to DeductiveAI's.
Mergers and acquisitions reflect the trend of AI tool integration.
According to sources, this acquisition also reflects a broader industry trend: established technology companies are acquiring AI-native startups to more quickly integrate proxy AI capabilities into their existing product lines, rather than relying entirely on in-house R&D.
DeductiveAI was co-founded by Rakesh Kothari and Sameer Agarwal. Kothari previously served as VP of Engineering at ThoughtSpot, while Agarwal worked at the Apache Software Foundation and Meta, and was also one of the early engineers at Databricks.
According to sources familiar with the matter, DeductiveAI's annual recurring revenue is approximately $1 million. However, the company's growth rate lags behind that of ResolveAI, a competitor in the same field. ResolveAI, founded about two years ago, reached a valuation of $1.5 billion when it completed a $40 million Series A extended funding round in April.
As of now, neither Elastic nor DeductiveAI has responded to TechCrunch's request for comment.
