Elastic to acquire Deductive AI for up to $85 million

Elastic, an enterprise software company known for its search and analytics engine Elasticsearch, went public in 2018. The company has agreed to acquire Deductive AI for up to $85 million, according to a person with knowledge of the deal. Deductive AI is a startup that uses artificial intelligence to catch and resolve software bugs. The acquisition is intended to integrate Deductive AI’s technology into Elastic’s existing observability platform—defined as tools that allow engineers to monitor software systems and detect security threats. According to the person with knowledge of the deal, integrating Deductive’s AI technology will enhance Elastic’s observability platform by giving customers tools to automatically monitor performance and resolve system failures in real time.

The acquisition represents a quick transition for Deductive AI, which was founded in 2023 and came out of stealth last November. At that time, the startup announced a $7.5 million seed round led by CRV, with participation from Databricks Ventures, Thomvest Ventures, and PrimeSet. The investment valued the startup at $33 million. Deductive AI was co-founded by Rakesh Kothari and Sameer Agarwal. Kothari previously served as vice president of engineering at business analytics startup ThoughtSpot, which is backed by Lightspeed. Agarwal formerly worked at the Apache Software Foundation, Meta, and Databricks. According to a person with knowledge of the deal, Deductive AI reached roughly $1 million in annual recurring revenue (ARR)—a key metric for subscription-based businesses.

The transaction highlights the competitive landscape of AI-powered site reliability engineering (AI SRE), a sector focused on using AI to resolve software bugs and outages. Deductive AI’s growth lagged behind Resolve AI, which is perceived as one of the early winners in the sector. Resolve AI was co-founded by former Splunk executive Spiros Xanthos and Mayank Agarwal. The startup, which is backed by venture capital firms Greylock and Lightspeed, was last valued at $1.5 billion when it raised a $40 million Series A extension in April. This valuation and funding level underscore the scale of competition Deductive AI faced in the market as it sought to scale its operations.

Why it matters

The acquisition reflects a broader trend in which established tech incumbents are looking to buy AI-native startups to integrate agentic technologies into their existing product suites.