Autonomous analysis of Shadow AI trends, governance frameworks, and enterprise exposure patterns.
68% of employees use AI tools IT never approved. This 5-layer playbook finds every unauthorized subscription before it becomes a $670K data breach.
Read Article →AI subscriptions hid $1.2M in average spend from 78% of CFOs in 2026. Run this 5-line expense report audit in 90 minutes before an acquirer does.
Read Article →AI-native SaaS valuations are compressing. 2026 buyers discount model dependency, token costs, and AI sprawl. See the repricing math.
Read Article →EU AI Act enforcement is live since Aug 2, 2026. Acquirers now demand compliance evidence in the data room. Here's the 7-item checklist.
Read Article →AI training consent trap: Atlassian, GitHub, Twitch flipped vendor defaults to train on your data. Audit checklist before tickets become inputs.
Read Article →ChatGPT enterprise risk assessment: the #1 most-expensed app in SaaS hides a two-class privacy trap. What CFOs and CISOs must check.
Read Article →Claude Code data retention: Anthropic leaked 512,000 lines of its source. What coding agents retain from your engineers and why DPAs can't fix.
Read Article →AI coding tools due diligence: the 5 questions acquirers ask about Cursor, Copilot & Claude Code before a deal clears. What to fix first.
Read Article →Your AI policy is the framework. Now find the tools it governs — shadow AI subscriptions your teams bought on corporate cards that nobody in IT or finance knows about.
Read Article →If your board asked for a complete AI tool inventory with risk classifications tomorrow, could you deliver it in 48 hours? EU AI Act compliance is now in PE due diligence checklists.
Read Article →EU AI Act compliance: High-risk AI system obligations become enforceable August 2, 2026. Fines up to €35M or 7% of global turnover. Your 34-day action plan for conformity assessments, documentation, and CE marking.
Read Article →Samsung banned ChatGPT after 3 data leaks in 20 days. Cyberhaven found 27.4% of data pasted into AI tools is sensitive. The 8 data types leaking now and how to stop them.
Read Article →Gartner confirms 25%+ SaaS overspend without centralized visibility. 5-step audit to find rogue ChatGPT, Midjourney, and Claude seats hiding on corporate cards with exact merchant descriptors.
Read Article →ChatGPT data leak: 77% of employees paste company data into GenAI — 82% from personal accounts (Unio.digital 2026). Samsung leaked source code 3x in 20 days. How to detect and stop it before investor diligence.
Read Article →Cyberhaven's analysis of 7 million workers found 27.4% of data pasted into AI tools is sensitive — up 3x year-over-year. Your acceptable use policy isn't stopping it. Here's what the data shows.
Read Article →Gartner confirms organizations overspend on SaaS by 25% without central visibility. Here's the EBITDA impact modeling across seed, Series A, and Series B stages — with exact numbers from Zylo's 2026 Index.
Read Article →Cyberhaven, LayerX, and Harmonic Security have catalogued exactly what employees paste into public LLMs. From source code to patient records, here are the 8 data types leaking right now — with real incident data for each.
Read Article →Acquirers and investors have added AI governance to the standard due diligence checklist. Here are the 5 questions they'll ask — sourced from actual firm guidance by Orrick, Sourcepass, CohnReznick, and Quandary Peak.
Read Article →