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For 2026, the best AI consulting firms are shifting from proof-of-concept hype to real-world ROI, with McKinsey, BCG, and Accenture leading the charge in operationalizing generative AI at scale, while boutique players like Element AI and DataRobot carve niches in industry-specific model tuning and governance.