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Scaling AI agents is where things get complicated

Published

18 August 2026

Topic

opportunities

◆ Sectors

AI & ML

◆ Geography

United States

◆ Source

Read at engineering.com →

◆ Verified

Fusion42 · 18 August 2026 · Fusion42 review

Deloitte research finds that while many companies pilot AI agents successfully, scaling to enterprise-wide adoption requires fundamental redesign of processes and workforce roles, hindered by data issues, trust, and integration complexity. Most firms currently layer AI agents onto existing processes but face significant challenges in process preparation and workforce readiness.

This Wire brief sits within Fusion42's coverage of AI & ML.

◆ ◆ The Wire takeaway

Your AI agent rollout just hit a wall. Focus on shifting from quick pilots to redesigning work and data systems now or your scaling effort will stall before it starts.

◆ Coverage

1 source · 18 Aug 2026

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◆ Topics

AI & MLagentic-aiprocess-redesignworkforce-readinessenterprise-adoptionintegration-challenges