“Patchwork of tools. No backbone.”
- ✗95% of enterprise AI tools deliver no measurable business impact.Off the shelf assistants stall before any KPI moves.
- ✗Only 5% of pilots scale beyond a single team.License spend compounds while adoption quietly decays.
- ✗60% of orgs already run more than 5 overlapping AI tools.Point tools fragment context and never compound into leverage.

