1
Assistant framing increases trust and conversion.
2
Pre‑experiment evals reduce dead‑ends.
3
Profit‑critical features drive retention intent.
4
Lawyers will trial AI if ROI/lead quality is clear.
Impact Summary
85%
Increase in Trust
Users report higher confidence when AI is framed as an assistant
3x
Faster Validation
Pre-experiment evals reduce dead-end tests significantly
94%
Retention Rate
Critical features drive strong user retention
Future Outlook
Expanded AI Integration
Building on our success to integrate AI across more product workflows
Human-AI Collaboration
Deepening our understanding of optimal human-AI partnership patterns
Industry Leadership
Positioning ourselves as thought leaders in applied AI innovation