

Our Capabilities
Why It Matters
88%
of organizations now use AI in at least one business function — up 10 percentage points from the previous year
56%
of companies cite poor data quality as a major barrier to scaling AI (Gartner predicts organizations will abandon 60% of AI projects unsupported by AI-ready data)
~⅓
of AI-using companies have scaled it beyond a single pilot — most organizations are still stuck in the experimentation phase
The shift toward AI-ready data
Source: McKinsey, Gartner — 2025/2026 data

