Week 1
Immediate Value
You configure preferences, upload documents, and start working. The platform learns your formatting standards, citation style, and communication preferences from your first interactions.
Month 1
Pattern Recognition
The platform begins recognizing your team's expertise automatically. Your AI starts drafting closer to how your team actually writes — with no manual configuration required.
Month 6
Institutional Intelligence
Cross-matter insights surface automatically. New team members onboard with the firm's accumulated knowledge from day one. The platform learns how each person on your team works individually.
Year 1
Compounding Moat
Your platform knows your firm's standards, your clients' preferences, and your team's collective expertise. This knowledge is yours — portable, searchable, and always growing. Every competitor's AI is still starting from zero.