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INSIGHTS

Insights
from the field

Getting AI out of pilots and into the operation: workflow economics, integration constraints, governance and compliance. Written from engagements, not from decks.

Resources

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Build vs. Buy for Enterprise AI: When Custom Models Lose to Workflow Integration
OPERATIONS

Build vs. Buy for Enterprise AI: When Custom Models Lose to Workflow Integration

Apr 9, 2026Read more→
Your AI Agent Passed the Demo but Failed the Workflow: Build an Evaluation Harness Before Automating Exceptions
METHODOLOGY

Your AI Agent Passed the Demo but Failed the Workflow: Build an Evaluation Harness Before Automating Exceptions

Oct 7, 2026Read more→
Germany’s E-Invoicing Mandate Is the Data Foundation for Finance Agents, If You Design the Workflow Now
BUSINESS CASE

Germany’s E-Invoicing Mandate Is the Data Foundation for Finance Agents, If You Design the Workflow Now

Oct 5, 2026Read more→
Clean Core Is AI Readiness: Why Extension Debt Blocks SAP Agents and Automation
READINESS

Clean Core Is AI Readiness: Why Extension Debt Blocks SAP Agents and Automation

Oct 2, 2026Read more→
AI Disaster Recovery Is Not Backup: The Tabletop Exercise Every Production Agent Needs Before Its First Incident
OPERATIONS

AI Disaster Recovery Is Not Backup: The Tabletop Exercise Every Production Agent Needs Before Its First Incident

Sep 25, 2026Read more→
The Works Council Is Not an AI Approval Gate: Design a Change Protocol Before Copilots Become Performance Systems
READINESS

The Works Council Is Not an AI Approval Gate: Design a Change Protocol Before Copilots Become Performance Systems

Sep 21, 2026Read more→
The Agent Offboarding Problem: Revoking Access When an AI Worker Changes Role, Model or Vendor
OPERATIONS

The Agent Offboarding Problem: Revoking Access When an AI Worker Changes Role, Model or Vendor

Sep 14, 2026Read more→
Cross-Border GCC Customer Service Needs One Escalation Spine, Not a Bot for Every Market
OPERATIONS

Cross-Border GCC Customer Service Needs One Escalation Spine, Not a Bot for Every Market

Sep 4, 2026Read more→
Insurance Brokers Need an AI Submission Desk, Not a General-Purpose Copilot
BUSINESS CASE

Insurance Brokers Need an AI Submission Desk, Not a General-Purpose Copilot

Aug 28, 2026Read more→
A UAE Corporate Tax Group Election Is an Operating-Data Decision, Not Just a Tax Decision
BUSINESS CASE

A UAE Corporate Tax Group Election Is an Operating-Data Decision, Not Just a Tax Decision

Aug 21, 2026Read more→
Physical AI for Mid-Market Manufacturers: Start With Inspection, Movement, Safety, Not a Factory-Wide AI Transformation
OPERATIONS

Physical AI for Mid-Market Manufacturers: Start With Inspection, Movement, Safety, Not a Factory-Wide AI Transformation

Jul 22, 2026Read more→
Agent Guardrails for Enterprise Content: Why Your DMS Permissions Model Was Not Built for Claude, ChatGPT, and Gemini
OPERATIONS

Agent Guardrails for Enterprise Content: Why Your DMS Permissions Model Was Not Built for Claude, ChatGPT, and Gemini

Jul 21, 2026Read more→
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