Before we offered Cambrian evolution as a service, we ran it on 11 of our own tasks. Every one produced a measurably better prompt. These are the receipts.
Hook strength, title CTR, comment moderation, brand safety. Tools creators actually pay for.
Protect your monetization
Classify any video or post by monetization tier before you publish. Avoid yellow flags and demonetization.
Don't ship a weak opener
Rate the first 3 seconds of your video script as STRONG, OK, or WEAK. Test hooks before you film.
Predict click-through before you publish
Rate any YouTube title as HIGH, MEDIUM, LOW, or POOR likely CTR. Test before you commit.
Clean your comment section automatically
Classify comments as SPAM, HATE, CONSTRUCTIVE, PRAISE, or OFF_TOPIC. Keep the good, lose the noise.
Email triage, support routing, document filing, PII flagging, review categorization.
Route documents automatically
Classify invoices, contracts, receipts, memos, and purchase orders. Ship straight into your finance workflow.
Flag sensitive data before it leaks
Scan any text for personally identifiable information or sensitive business content. GDPR, HIPAA, CCPA ready.
Triage inbound reviews automatically
Classify reviews as COMPLAINT, FEATURE_REQUEST, PRAISE, SUPPORT_ISSUE, or BUG_REPORT. Route to the right team.
Sort your inbox by intent
Classify incoming emails as MEETING_REQUEST, FACTUAL_QUESTION, FYI, ACTION_ITEM, DECISION_REQUIRED, or FOLLOWUP. Auto-route at scale.
Route tickets before a human reads them
Classify support tickets as BUG, FEATURE_REQUEST, BILLING, QUESTION, or URGENT. Cut triage time to zero.
Cold email scoring and call outcome classification. Know what's working, stop what isn't.
Log every call correctly
Classify customer service calls as RESOLVED, ESCALATED, REQUIRES_CALLBACK, UNRESOLVED, or ABANDONED. Power your CRM with ground truth.
Score outreach before you send
Rate cold emails as HIGH, MEDIUM, LOW, or NONE expected response rate. Raise your reply rate.
Tell us what use case you need. We evolve the most-requested ones first, and everyone who asked gets notified when it ships.
Request a use case →