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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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Monitoring AI in Production: The Observability Stack You Actually Need
OPERATIONS

Monitoring AI in Production: The Observability Stack You Actually Need

Apr 12, 2026Read more→
Automation vs. Augmentation: When AI Should Replace Tasks and When It Should Enhance People
OPERATIONS

Automation vs. Augmentation: When AI Should Replace Tasks and When It Should Enhance People

Apr 7, 2026Read more→
AI Readiness vs. AI Maturity: Why the Distinction Matters for Your First Initiative
READINESS

AI Readiness vs. AI Maturity: Why the Distinction Matters for Your First Initiative

Mar 21, 2026Read more→
The Agent Gateway Is Becoming Your AI Control Plane: What Mittelstand IT Must Own Before Vendors Do
OPERATIONS

The Agent Gateway Is Becoming Your AI Control Plane: What Mittelstand IT Must Own Before Vendors Do

Jul 15, 2026Read more→
The Agentic AI Cost Trap: Why Your First Production Agent Needs a Unit-Economics Budget, Not a Bigger Innovation Budget
BUSINESS CASE

The Agentic AI Cost Trap: Why Your First Production Agent Needs a Unit-Economics Budget, Not a Bigger Innovation Budget

Jul 7, 2026Read more→
Sovereign AI: Why European Enterprises Are Re-Evaluating Their Cloud Dependencies
OPERATIONS

Sovereign AI: Why European Enterprises Are Re-Evaluating Their Cloud Dependencies

Jun 6, 2026Read more→
AI Agents and ITSM: Why Your ServiceNow Workflow Collides with Autonomous Agents
OPERATIONS

AI Agents and ITSM: Why Your ServiceNow Workflow Collides with Autonomous Agents

May 27, 2026Read more→
Synthetic Training Data: What Early Production Results Reveal About Quality and Bias
METHODOLOGY

Synthetic Training Data: What Early Production Results Reveal About Quality and Bias

May 25, 2026Read more→
Why Over 80% of AI Pilots Are Funded from Marketing Budgets, and Why That Prevents Scale
BUSINESS CASE

Why Over 80% of AI Pilots Are Funded from Marketing Budgets, and Why That Prevents Scale

May 25, 2026Read more→
AI Investment Is Surging. Returns Are Not. What Five Global Studies Reveal.
BUSINESS CASE

AI Investment Is Surging. Returns Are Not. What Five Global Studies Reveal.

May 20, 2026Read more→
The AI Trust Deficit: Why 74% of Leaders Can't Fully Scale
COMPLIANCE

The AI Trust Deficit: Why 74% of Leaders Can't Fully Scale

May 17, 2026Read more→
Data Quality for AI: What the Research Shows About Garbage In, Garbage Out
READINESS

Data Quality for AI: What the Research Shows About Garbage In, Garbage Out

May 4, 2026Read more→
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