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OCI and IBM Cloud Belong in Your Shadow Cloud Inventory
Include Oracle Cloud Infrastructure and IBM Cloud in shadow-cloud inventory by defining their account boundaries, stable identifiers, accepted owners and verification sources. Apply the same evidence standard used for AWS, Azure and Google Cloud while preserving provider-specific object types.
Nov 235 min read


AI Audit Logs: Available Does Not Always Mean Useful
Assess SaaS AI audit logs by testing whether they answer your investigation questions, are enabled for the correct deployment and remain retrievable for the required period. “Logs available” does not establish coverage, identity attribution or useful action details.
Nov 205 min read


How to Test Human Approval Before a SaaS AI Action
Test human approval before a SaaS AI action by verifying who approves, what they see, when approval occurs and whether the action can execute through another path. Use an authorized sandbox and synthetic data.
Nov 185 min read


AI Vendor Changes That Should Reopen Security Approval
Reopen AI vendor approval when a change could invalidate the evidence or conditions supporting the approved use. Important triggers include new model providers, altered retention or training terms, expanded retrieval, changed permissions and newly enabled actions.
Nov 165 min read


Contractor SaaS Access Needs an End Date and a Sponsor
Contractor SaaS access needs a named business sponsor, a defined purpose and an end date tied to the engagement. Reconcile the contract roster with verified application accounts and grants, then confirm removal or authorized extension.
Nov 135 min read


How to Attribute SaaS Accounts Linked to Shared Mailboxes
Attribute a SaaS account linked to a shared mailbox by separating the mailbox address, people who can access it, the SaaS login identity and the accountable application owner. Verify recovery and authentication paths without requesting secrets.
Nov 115 min read


Why Evidence Freshness Matters More Than Inventory Size
Evidence freshness matters because a large inventory can still contain stale owners, outdated permissions and expired AI assumptions. Record when each important claim was verified, what source supports it and which change should reopen it.
Nov 65 min read


Write a SaaS and AI Exception That Has an Expiry Date
A SaaS or AI security exception should name the affected use, unmet requirement, accepting owner, temporary safeguards, expiry date and exit criteria. Link the exception to evidence and implementation tasks.
Nov 45 min read


Your Browser Extensions Are Becoming Shadow AI Agents
AI browser extensions can read, rewrite, summarize, and interact with sensitive SaaS data. Learn why they need Shadow AI governance.
Sep 75 min read


Shadow AI in Insurance: Claims Data, Underwriting Support, and Vendor Drift
Shadow AI in Insurance: Claims Data, Underwriting Support, and Vendor Drift
Sep 45 min read


How to Create an AI Approved Apps Program Employees Will Actually Use
Learn how to create an AI approved apps program that gives employees safe, fast options while supporting security, compliance, and vendor governance.
Sep 25 min read


Stop Asking Employees to Self-Report AI Usage
Employee AI self-reporting is useful but incomplete.
Aug 315 min read


How to Audit AI Meeting Bots Before They Capture Sensitive Conversations
How to Audit AI Meeting Bots Before They Capture Sensitive Conversations
Aug 265 min read


Shadow AI in Retail: Loyalty Data, Marketing Tools, and Customer Privacy
Shadow AI in Retail: Loyalty Data, Marketing Tools, and Customer Privacy
Aug 215 min read


How to Build an AI Usage Register for SaaS Applications
A practical guide to building an AI usage register for SaaS applications, including owners, users, data types, training exposure, and controls.
Aug 195 min read


The AI Agent in Your SaaS Stack Is the New Service Account Nobody Owns
AI agents are becoming unmanaged service accounts inside SaaS. Learn why agent discovery, ownership, and access review now matter for AI governance.
Aug 176 min read


The Compliance Industry Has a Discovery Problem And Nobody Wants to Talk About It
The compliance industry built beautiful dashboards on top of a foundation everyone politely pretends is solid. It isn't. Discovery is the hole in the middle.
May 133 min read


How to Prepare Defensible SaaS Compliance Evidence for Your Next SOC 2 Audit
Auditors have grown more sophisticated about SaaS and identity controls. This guide describes how to assemble a defensible evidence package that survives the new questions.
May 133 min read


How to Build a SaaS Offboarding Checklist That Actually Closes Every Access Path
Most offboarding processes terminate at the IdP. The access that remains active afterward is the access that produces post-employment incidents. This guide closes the loop.
May 133 min read


Your CASB Has Been Lying to You for Five Years
Your CASB dashboard is impressively green. That's not because everything is fine. It's because the things going wrong moved off the network three years ago.
May 133 min read
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