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AI assist (Kaia, Smart Email Assist)

Outreach charges you to host AI features that are a thin wrapper over the same LLM APIs you could call yourself for cents per call.

What people actually say

How we'd rebuild it for you

Claude or GPT called from a Next.js server action with your prompts in the repo. Draft generation, account summaries, call recaps and reply suggestions all run against your contact + activity tables. Your bill is metered tokens, not a fully-loaded $2,000/user/year add-on.