According to TechCrunch, citing sources familiar with the matter, enterprise software company Elastic has agreed to acquire DeductiveAI for a total transaction value of up to $85 million. The company specializes in using artificial intelligence to identify and fix software defects, and the deal reflects major software vendors accelerating their absorption of AI-native teams.
DeductiveAI was founded just two years ago.
DeductiveAI was founded in 2023 and remained in stealth until November 2025, when it publicly announced its funding. At that time, the company revealed it had completed 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 values DeductiveAI at $33 million. If this sale is completed, it will represent an exit for the company in a short period of time.
- Founded in 2023
- Seed round: $7.5 million
- Valuation at the time: $33 million
Target the AI software operations and maintenance sector
DeductiveAI operates in the AI SRE space, which involves using AI to address software reliability and operations issues. As more code is generated by AI, enterprises are increasingly demanding automated solutions for troubleshooting, root cause analysis, and fixing anomalies.
The goal of such tools is to free engineers from repetitive incident response tasks, allowing teams to devote more time to product development and system optimization. According to insiders, if Elastic integrates DeductiveAI’s technology, it could further enhance the automated monitoring and real-time incident resolution 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 near-real-time monitoring of large volumes of data. Its existing observability software already provides system monitoring and threat detection capabilities for engineering teams, making its product direction closely aligned with DeductiveAI’s.
The acquisition reflects the trend of integrating AI tools.
According to insiders, this acquisition also reflects a broader industry trend: established tech companies are integrating agent-based AI capabilities into their existing product lines more quickly by acquiring AI-native startups, rather than relying solely on internal development.
DeductiveAI was co-founded by Rakesh Kothari and Sameer Agarwal. Kothari previously served as Vice President of Engineering at ThoughtSpot, while Agarwal was formerly with the Apache Software Foundation and Meta, and was one of the early engineers at Databricks.
According to insiders, DeductiveAI’s annual recurring revenue is approximately $1 million. However, the company’s growth has lagged behind that of Resolve AI in the same space, which, after just two years of operation, reached a $1.5 billion valuation when it closed its $40 million Series A extension round in April.
As of now, neither Elastic nor DeductiveAI has responded to TechCrunch's request for comment.