AI Change Management
What Enterprise AI Agent Platforms Get Wrong About Business User Scale
Platforms built for developers don't provide the governance business users need to safely scale.
Darnell Okafor-Hughes
· 9 min read
Agentic at Scale
Platform Teams
Federated vs Centralized AI Platform Models for Large Enterprises
Hybrid governance with clear boundaries outperforms pure centralization or federation.
Marcus Tetteh9 min read
Platform Teams
Standardizing AI Agent Toolchains Across Engineering Teams
Shared MCP protocols need standardized governance to move agents into production securely.
Solvei Brandt8 min read
Platform Teams
Policy-as-Code Enforcement for MCP Server Access Across AI Teams
Platform teams need policy-as-code gates to control MCP tool calls across AI agents.
Darnell Okafor-Hughes8 min read
AI Risk & Compliance
MCP-Specific Threat Categories Every Enterprise Governance Team Must Operationalize
Enterprises need six specific controls to detect and block MCP threats before agents execute them.
Marcus Tetteh9 min read
AI Risk & Compliance
Building a Shadow MCP Discovery Program That Turns Security Teams Into Enterprise AI Enablers
Security teams must map and govern MCP connections before agents act on enterprise data unsafely.
Priya Subramaniam8 min read
AI Change Management
The Golden Path Playbook for No-Code AI Agent Deployment Across Thousands of Employees
A framework for safely deploying AI agents across enterprises at scale.
Priya Subramaniam9 min read
Platform Teams
OTEL Tracing and Observability for Enterprise AI Agent Infrastructure
OpenTelemetry tracing reveals why AI agents fail where traditional monitoring fails silent.
Solvei Brandt9 min read
Platform Teams
JIT Credential Provisioning for AI Agent Tool Access
Dynamic token expiry blocks standing privilege only with per-invocation policy checks.
Darnell Okafor-Hughes8 min read
Platform Teams
MCP Server Registry Management at Enterprise Scale
Centralized identity and access policies turn MCP from a discovery problem into governance.
Marcus Tetteh9 min read
Platform Teams
SSO and SCIM Integration for AI Agent Identity Management
Enterprises need SSO and SCIM to govern AI agent identity and permissions.
Priya Subramaniam8 min read
Platform Teams
Platform Engineering Bottlenecks in Enterprise AI Agent Scaling
Credential management becomes the bottleneck blocking enterprise AI agents from scaling.
Solvei Brandt9 min read
