Delve built a machine designed to make clients complicit without their knowledge, to manufacture plausible deniability while producing exactly the opposite.

According to a detailed Substack investigation by DeepDelver, a leaked Google spreadsheet containing links to hundreds of confidential draft audit reports revealed that Delve generates auditor conclusions before any auditor reviews evidence, uses the same template across 99.8% of reports, and relies on Indian certification mills operating through empty US shells instead of the "US-based CPA firms" they advertise.
Audit Integrity & Independence
Misrepresentation to Customers
Product & Process Deficiencies
Regulatory & Compliance Risk

The above individuals knowingly participated in Delve's deliberate misconduct regarding audit practices.
Delve was founded in 2023 by Karun Kaushik and Selin Kocalar, both Forbes 30 Under 30 members and MIT dropouts who met as freshmen. They started with a medical AI scribe, pivoted to compliance after hitting HIPAA headaches themselves, and went through Y Combinator in 2024.1
In July 2025, Delve raised $32 million in Series A funding led by Insight Partners. Before that they had raised a $3.3 million seed round and went through Y Combinator.
Delve’s pitch is speed through AI. They claim to get companies compliant in days rather than months, using what they call “agentic AI” through an “AI-native” platform.
Their marketing promises AI agents that automatically collect evidence, write reports, and monitor compliance gaps without human busywork.
Compliance exists so that when a startup says “we’re SOC 2 certified,” or “HIPAA compliant,” or “GDPR compliant,” a hospital or a bank or a defense contractor can trust that claim enough to share data. When that trust is manufactured instead of earned, the damage doesn’t stop at the company that bought the report. It flows downstream to their customers, their customers’ customers, and eventually to individuals whose medical records, financial data, or personal information ends up exposed because someone cut corners.
HIPAA and GDPR weren’t created as paperwork exercises. They exist because criminals actively want health records to sell, identities to steal, and systems to ransom. Faking compliance doesn’t just violate some abstract professional code. It leaves actual people unprotected against actual threats.
Delve’s clients are in an impossible position. They paid for expertise they didn’t get, received platforms showing 100% completion that meant nothing, and were handed the same pre-fabricated evidence as a thousand other companies. They were told this was how compliance worked now: fast, automated, handled. They published trust pages broadcasting security measures they never implemented, because Delve said those pages were accurate. Now they face liability for representations they made in good faith, based on assurances that turned out to be lies.
That is where the anger should go. Delve built a machine designed to make clients complicit without their knowledge, to manufacture plausible deniability while producing exactly the opposite.
Source: X