Manifest™ · AI Questionnaire · Claude Sonnet 4.6
Customer Questionnaires in 15 Minutes, Not 15 Hours
Upload any customer questionnaire - DOCX, XLSX, or PDF. Sonnet 4.6 reads your SOP library and fills it automatically. Format in, format out. Review, adjust, send.
100-200
Hours Saved / Year
3 Formats
DOCX · XLSX · PDF
Format In, Format Out
Your customers send any format. You return the same format.
Manifest™ preserves the original document structure. A DOCX questionnaire comes back as a DOCX with answers filled in. An XLSX audit form returns as XLSX with cells completed. A PDF supplier questionnaire generates a filled PDF. No reformatting, no copy-paste.
How It Works
Sonnet 4.6 reads your SOPs. You review the answers.
1
Upload the questionnaire
Drop in the customer's DOCX, XLSX, or PDF. Manifest™ parses the document structure.
2
Sonnet 4.6 reads your entire document library
Upload hundreds of SOPs, org charts, HACCP plans, food safety plans, and operational records. The AI references everything to generate answers for each question, with confidence scoring per answer.
3
Human review before sending
Low-confidence answers are flagged for review. You edit what needs editing, approve, and download the completed document.
4
Audit trail on every submission
Numbered manifest records track who created, reviewed, approved, and sent each completed questionnaire.
Manifest™ Capabilities
Production-grade questionnaire automation
🤖
Sonnet 4.6 Extraction
Claude Sonnet 4.6 - Anthropic's highest-capability model - reads your SOP library and operational context to generate accurate, citation-backed answers. 16K/32K token limits handle even the largest questionnaires.
Claude Sonnet 4.6
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Confidence Scoring Per Answer
Every AI-generated answer carries a confidence score. High-confidence answers are filled automatically. Low-confidence answers are flagged amber for human review. You spend your time where it matters.
Review-Gated
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Human Review Before Sending
No questionnaire leaves without a human reviewing the AI output. The review UI shows every answer side-by-side with the source SOP text. Edit inline, approve, and download in one workflow.
Human in the Loop
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Sequential Record Numbering
Every completed questionnaire gets a sequential manifest number with year-based tracking. Full audit trail including who uploaded the original, who reviewed answers, who approved for send, and when.
Full Audit Trail
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SOP Library Integration
Manifest™ pulls directly from your SOP Library. When you update a document, questionnaire answers automatically reflect the latest version.
Live SOP Reference
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Audit Trail on Every Submission
Complete chain of custody - upload event, extraction event, review events, approval event, and download event - all timestamped and user-attributed. Exactly what your regulatory team needs.
Full Audit Trail
Stop spending 15 hours on a questionnaire that takes 15 minutes
Manifest™ is live and processing questionnaires today. We'll demo it with a real customer questionnaire in under 15 minutes.