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AI consulting firms face a structural paradox where transformation demand is offset by the automation of their own billable delivery workforces.

Impact: Consulting organizations must transition to outcome-based pricing and proprietary tooling to protect margins, while clients should demand transparent ROI metrics before committing to large-scale AI implementation contracts.

— from AI Infrastructure Shifts and Market Realignment · Doppelgänger Tech Talk· Jun 24, 2026