Databricks, Andera, and Flagright Lead AI Startup Funding Wave in Security and Compliance

Databricks has agreed to acquire Panther Labs, a cybersecurity startup, in a deal that pushes the $134 billion data-and-AI company deeper into the market for AI-driven threat detection. The acquisition, announced June 19, marks Databricks’ third security purchase, following earlier buys of Antimatter and SiftD.ai. The companies did not disclose the price.

Panther Labs, last valued at $1.4 billion after a $120 million funding round in 2021, built a platform that consolidates security data so AI agents can automatically triage alerts and investigate threats. Its customer base includes Anthropic, the AI company behind Claude. Databricks CEO Ali Ghodsi told Reuters, “If they’re going to attack you with agents, you have to defend with agents.” He called the old method of managing security alerts “dead.”

Andera and Flagright close rounds totaling $49.5 million

Two other AI startups in adjacent fields also announced funding this week. Andera raised $37 million in Series A funding to automate internal audits, a process that public companies still largely handle by hand in Excel. Flagright, founded by former bank executive Baran Ozkan, closed a $12.5 million Series A to combat money laundering and fraud with a single AI platform. Ozkan spent 15 months searching for software that did not exist before building his own.

• Databricks’ third security acquisition in a push toward a “security lakehouse” aimed at displacing legacy SIEM tools from Splunk and CrowdStrike.
• Andera targets the audit market, where public companies spend thousands of hours a year collecting evidence and testing controls manually.
• Flagright addresses financial crime compliance, a market where vendors often overpromise and internal builds fail.
• VivaTech 2026, now in its 10th year, featured a heavy focus on AI that actually works in production, showcasing startups like these.
• Subquadratic, a Miami-based AI startup, came out of stealth claiming to have solved a mathematical bottleneck limiting large language models, adding to the broader AI infrastructure push.

Implications for legacy incumbents and the AI investment cycle

The convergence of security, audit, and compliance funding reflects a broader pattern: enterprise buyers are demanding AI that can not only analyze data but act on it. Databricks’ security lakehouse directly challenges Splunk and CrowdStrike, which have dominated the SIEM market for years. Andera and Flagright are taking aim at manual processes in Big Four audit firms and financial crime compliance units, respectively.

Ghodsi said he first met Panther Labs founder Jack Naglieri in 2021 and tried to buy the company then. Naglieri declined, kept building, and saw the startup’s valuation rise. Five years later, with Databricks heading toward an IPO and its own valuation soaring, it finally got a yes. The deal is subject to regulatory clearance.

For the broader AI startup ecosystem, this week’s funding rounds suggest that investors are prioritizing AI tools with clear ROI in regulated, data-heavy industries. The next wave of enterprise AI may not be about chatbots but about systems that replace entire workflows in security, compliance, and audit.