ai-governance

01
Positive multiracial colleagues wearing informal clothes and working on project together while surfing Internet on computer in modern office

The Monday-Morning Breach Brief

An AI data vendor reports an attack. Here is how to brief leadership, preserve evidence and reduce exposure before the facts are complete.

CybersecurityVendor RiskAi GovernanceIncident Response
02

The Instruction the Model Refused at 8:07 AM

Can an AI system really be stopped? What limited public disclosure reveals about pausing workloads and revoking permissions.

Ai SafetyAi GovernanceAgentic Systems
03

The API Bill That Appeared Before Approval

AI coding agents can create paid API traffic fast. Put ownership, limits, and alerts in place before activation.

Ai GovernanceCoding AgentsApi CostsEnterprise Ai
04
The Exit Interview Finds Three Shadow AI Accounts

The Exit Interview Finds Three Shadow AI Accounts

An exit review can expose hidden AI tools. Build an inventory that connects accounts, data, owners and spend before access disappears.

Shadow AiAi GovernanceEmployee OffboardingSoftware Spend
05
The Foundation Model Disclosure

The Foundation Model Disclosure

What legal counsel should get in writing when an AI vendor’s proprietary product rests on an open-source foundation model.

Ai GovernanceLegal TechOpen SourceFoundation Models
06
Monday Morning: 47 Agents, 31 Owners

Monday Morning: 47 Agents, 31 Owners

AI agents are multiplying. Learn how to build an ownership inventory before the next deployment creates an accountability gap.

Ai AgentsAi GovernanceOperationsCustomer Service
07
Close-up of hands working on documents and a laptop in an office setting, illustrating teamwork and productivity.

Six Plugins, Zero Provenance

Six plugins are installed, but nobody can prove their origin. Here is the provenance record every agent team needs before handover.

Agent PluginsSoftware ProvenanceMcpAi Governance
08
A stressed trader in an office setting analyzes market data on multiple monitors using a tablet.

Friday, 4:47 PM: The Accountability Split

IBM’s OpenAI practice raises a hard question for banks: who owns an AI incident when implementation and model control are split?

Ai GovernanceFinancial ServicesOpenaiIbm
09
Businesswoman showing a receipt during a home office work session, highlighting technology integration.

Copilot Appeared on the Renewal

Microsoft 365 renewals can now include Copilot. Here is what small businesses should review before approving access, permissions and connectors.

Microsoft CopilotMicrosoft 365Ai GovernanceSmall Business Tech
10
A woman using a laptop navigating a contemporary data center with mirrored servers.

Tuesday’s Unapproved MCP Discovery

Your approved MCP list may not prevent unknown connections. Learn how to test discovery, enforcement, logging and ownership.

Mcp SecurityShadow AiAi GovernanceNetwork Security
11
Female engineer using laptop to analyze vehicle data inside a car for testing purposes.

The Agent Procurement Never Approved

Your approved coding agent may already be losing. Here is how to turn third-party usage data into a procurement and security decision.

Coding AgentsDeveloper ToolsProcurementAi Governance
12
A woman using a laptop navigating a contemporary data center with mirrored servers.

The Rollback Plan Nobody Wrote Down

Your rollback plan needs more than “deploy the old version.” Learn what to document, test, time, and verify before production changes.

Rollback PlanningIncident ResponseOperationsAi Governance
13
Young professionals engaged in a discussion at a modern workspace table.

The Safeguard Nobody Can Demonstrate

Your AI policy promises safeguards. Can you prove they work? Use this practical test before the next buyer, auditor or investor call.

Ai GovernanceAi SecurityRisk ControlsDue Diligence
14
Woman using a laptop in a server room, showcasing modern technology and work environment.

What Does Zero Data Retention Actually Cover Across AI APIs?

OpenAI, Anthropic, or Google: see what “zero retention” covers, where 30-day windows remain, and what to verify before deployment.

Data RetentionAi ApiZero Data RetentionAi Governance
15
A programmer working on code with a laptop and monitor setup in an office.

Priya’s Plugin Risk. The Deploy Window Is Closing.

Copilot plugins are GA. Learn how to test permissions, review burden and failure handling before they enter critical development workflows.

Github CopilotAgent PluginsDeveloper WorkflowsAi Governance
16
Three professional women collaborating in a business meeting with documents and laptops.

The Friday a security lead is asked to approve an agentic coding tool before the vendor has published enough evaluation detail: a practical checklist for separating demonstrated safeguards from reassurance.

Approving an AI coding agent with thin safety evidence? Use this checklist to test controls, limit access and define a reversible trial.

Agentic CodingSecurity EvaluationAi GovernanceVendor Risk
17
Women collaborating in a modern office with laptops and large digital display.

Maya’s Approved AI Roadmap. IBM’s Workshop Could Make It Obsolete.

IBM is bringing OpenAI tools into consulting. Here are the roadmap assumptions enterprise AI leads should revisit before workshop one.

Enterprise AiOpenaiIbm ConsultingAi Governance