Business writers rely on AI to draft partnership agreements, but LLMs can suggest including sensitive metrics that risk exposure. SafeDraft monitors AI-generated drafts, automatically flagging or removing confidential details before documents reach stakeholders.
I was drafting a partnership document and Opus 5 decided that including my company's revenues, churn, assets would "make us appear a more legitimate counterparty". Thank God I read what it outputted or that could have been awkward. I cannot believe Opus 5 is a frontier level model after seeing that. I immediately cancelled my entire claude.ai subscription and am perfectly happy using a mixture of open weights + codex.
Recommended execution roadmap for "SafeDraft: AI Content Guard"
Examine the 1 harvested raw posts to map specific feature complaints, workflow workarounds, and user friction points.
Build a minimalist solution focused exclusively on solving "Business writers rely on AI to draft partnership agreements, but LLMs can suggest including sensitive metrics ..." without feature bloat.
Directly engage users in subreddits and developer forums who expressed frustration to offer early access beta invites.
Introduce structured subscription pricing matching market urgency score (75%).
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