AI is most valuable when it quietly removes friction from work people already do. Start with the workflow, not the model.
Where AI earns its keep
- Summarising long documents and tickets.
- Drafting first versions that humans refine.
- Search that understands intent, not just keywords.
Integrate, don't replace
Most businesses don't need a new platform. They need AI connected to the systems they already rely on, with clear guardrails and measurable outcomes.
The best AI feature is the one users don't notice they're using.