How long does it take LizziAI to learn my business?

LizziAI starts being useful from day one and reaches strong voice-matching within 7-14 days of normal use. Full operational fluency — where the AI is anticipating client patterns and drafting replies you accept with minor edits — typically arrives in 30 days. There is no formal training period or upfront data dump required.

The reason it is fast: LizziAI learns by watching, not by being taught. Connect your inbox and the AI starts ingesting historical communication immediately, building voice profiles per sender (you, your teammates) and context profiles per client. The more it sees, the sharper it gets.

The typical learning curve

• Day 1: Email connected. LizziAI ingests the last 90 days of sent and received messages. First drafts already in your voice — not perfect, but recognizably you.
• Days 2-7: You approve, edit, or reject ~50 drafts. LizziAI learns from every edit. Voice match tightens noticeably. Tone-per-client starts to differentiate.
• Days 7-14: Auto-task creation accuracy hits 85%+. LizziAI starts catching nuance — sarcasm in your tone, urgency in client phrasing, unspoken expectations from past projects.
• Days 14-30: Most teams report "sending without editing" rates of 60-75%. LizziAI knows your standard reply patterns, your typical turnaround times, and which clients prefer formality vs. brevity.
• Day 30+: Operational fluency. LizziAI suggests pipeline stage moves, flags clients showing churn signals, and surfaces opportunities you would have missed.

Speeding up the curve

You can accelerate learning by giving feedback explicitly: thumbs up/down on drafts, voice notes on rejected drafts ("too formal for this client"), or seeding the AI with example emails you want it to mirror. Five minutes of feedback per day in week one shaves the curve by about 40%.

The private beta access gives you most of the learning curve before you ever pay. Request beta access to start training LizziAI on your inbox today.