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Research · AI Operations

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The state of AI Operations

The flagship annual report: how far the market has moved from using AI to operating it, where the gap is and the function that closes it. Every figure with its source.

Key finding

95% of organisations investing in AI see no return: the problem isn’t using AI, it’s operating it.

MIT NANDA — State of AI in Business 2025

What we measure

  • Real adoption vs. return (using AI isn’t operating it)
  • Operational maturity by size and sector
  • The function that closes the gap: roles, governance and path to production

How it’s built

  • Cross-checked public sources (INE, MIT, KPMG, Randstad) + Implementa’s proprietary dataset
  • Every figure cited with its source and date (brand rule)
  • The proprietary layer grows with each tool use
Cadence: Annual · edition 1 published (July 2026)

Where to see it

The state of AI Operations — Implementa research · Implementa