Multi‑textbook skills + 1:1 empathy + instant booking reduces friction and opens a new conversion lane.
LLMs summarize wikis and label chats; evals catch regressions in bot experience during tests.
Rapid prototype to gather insights and gauge demand; ‘Profit Boost’ proves must‑keep value.
AI as planning copilot and usertesting.com + AI summaries to spot gaps before launch.
Framing AI as assistant improved expert and user trust across Pearl, lead scoring, and lawyer’s assistant.
ElevenLabs prototype in hours; leadership buy‑in; 4 firms entering beta; focus on ROI and lead quality.
AI stress‑tests assumptions; alignment is faster; experiment on 1:1 expert matching in flight.
AI chat/voice for leadgen; models flag partners likely to request refunds.
Assistant framing increases trust and conversion.
Pre‑experiment evals reduce dead‑ends.
Profit‑critical features drive retention intent.
Lawyers will trial AI if ROI/lead quality is clear.