AI Horizon: Emerging Trends Report – Volume Four

Volume Four
Stronger data foundations = stronger AI efficacy
Last time, we explored the industry shift from AI experimentation to investment with intent and included some client examples.
This edition focuses on what’s emerging as one of the key limiting factors to adoption success: fundamental lack of data excellence.
Key Insights:
AI and data engineering snapshot
Why data is becoming the defining factor in AI success.
Three levels of AI ambition
A practical lens for understanding where your AI efforts are focused, and where greater impact is still waiting to be unlocked.
Data Q&A with Dawn Kelso
Why fixing your data, not your AI, is the key to moving from experiments to impact.
Sovereign AI snapshot
Why control is becoming the defining question in AI strategy
Letters of unique importance
How AI is safeguarding the human voice in moments where every word matters.
Ones to watch
The emerging design principles shaping how AI is built, trusted, and scaled in its next phase.