21-year-old MIT dropouts raise $32M at $300M valuation led by Insight

Karun Kaushik And Selin Kocalar Were not going to call a Serie A so quickly. Their AI Compliance startup, Deepenwho announced a $ 3 million seed round in January, grew quickly and signed customers with a steady clip.

Then incoming interest began to roll in, COO Kocalar told WAN.

Delve, which automates compliance with AI agents, eventually ended with several term sheets, which ultimately concluded a series A of $ 32 million with a rating of $ 300 million. De Ronde was led by Insight Partners, who took most of the round, with the participation of Cisos at Fortune 500 companies.

Insight is “Great to work with, and we thought they were the right long -term partner for us,” said De Coo.

Delve’s new appreciation represents a roughly 10x jump from the previous round. Similarly, the customer base has grown from the 100 companies that reported it to more than 500 in January, many of them fast-growing AI-startups such as recently beaten AI Unicorn Lovable, Bland and Wisprstream.

And while the two-year-old company, consisting of AI researchers from MIT, Stanford and Berkeley, has hit gold by using AI to eliminate hundreds of hours of manual processes, the story started much different.

Kaushik and Kocalar met as classmates during their first year at MIT. Both had deep interests in AI and Health Tech. Kaashik had already scaled a Covid -diagnostic system to thousands of users during the pandemic.

In 2023 they started working on an AI-driven medical writer to help doctors deal with patient documentation. However, dealing with sensitive information about health care meant that they quickly encountered the expensive and time-consuming world of hipaa compliance.

Instead of continuing with the medical writer, they started building tools to help other companies meet hipaa faster and more affordably. That turns I received the team in Y combinator last year And helped them to raise their seeds from general catalyst, financiers club, Soma capital and others. The founders stopped during their second year in 2023.

What started with hipaa expanded quickly. “As our customer base grew, they started to ask for support with other frameworks: SOC 2, PCI, GDPR, ISO, in fact the entire alphabet soup from Compliance,” Kocalar said.

Compliance -paperwork may be needed in everything, from launching products to closing Enterprise deals. But instead of stimulating growth, the manual work can become a bottleneck.

“Completion frameworks are standardized. Companies are not,” says CEO Kaushik. “That mismatch is why traditional software falls apart and teams fall back on duct-plated workflows in e-mail, play and shared discs.”

Delve replaces that printed matter by AI agents are performed in the background (after the integration of the tools of customers) such as internal team members. These agents collect evidence, write reports, update audit logs and follow configuration changes with various fragmented systems, automation of the compliance workflows in real time.

Kocalar says that compliance is only the wedge in wider back-office operations. In the long term, the AI-Startup wants to automate other work for a billion hours to an end to adjacent areas such as cyber security, risk and internal administration.

Insight partners reflects this route map.

“Since compliance every part of how a company touches, from scaling activities to closing deals to building customer confidence, modernizing this position will modernize the entire organization,” said Praveen Akkiraju, director of Insight. “That is what makes Delve’s approach so important.”

However, the startup will not be without competition. Various AI companies are on the rise with agents to automate business workflows. In addition, larger AI laboratories such as OpenAI release the general purpose agents who can perform complex tasks.

That said, Kocalar says that these developments pose a validation, not a threat to dive the Delve company. She points to the domain depth of the company in contrast to more general agents.

“We position ourselves to improve as ai progress and laboratories roll out more advanced agent technologies. But what really distinguishes us is the deep, domain -specific knowledge that we build in the platform,” she said. “Compliance always shifts as new regulations arise and evolve existing, with companies that interpret them in various ways. That is where Delve stands out.”