Public workflows use a sanitized Apex Therapeutics-style sample package. Prospects should understand the product before submitting proprietary files.
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No guessing: quiz, workbook, clean-room evidence, then dashboard score.
Answer five questions so VIXAR knows what kind of follow-up you need.
02 Run the Excel demoScan the sample workbook and see real flags, not filler.
03 Review a clean roomUpload one photo and get a vision-first room-state score.
04 Read your scoreUse the dashboard to see profile, workbook, clean-room, and doctrine status.
Trust packaging for regulated evidence.
This is the buyer-safe boundary: sanitized demo first, authorized access for real evidence, central provider control, and human decision ownership.
The full console, customer workbooks, clean-room image review, doctrine library, admin approval, and provider-powered analysis sit behind operator access.
Authorized use may store profile answers, workbook scan metadata, uploaded workbook files, clean-room photos, vision review output, visibility events, access requests, and audit logs.
Current local deployment stores records inside the VIXAR workspace memory/database paths. Production deployment should define customer-specific hosting, backup, retention, and deletion rules.
Central API keys are controlled by VIXAR admin/IT. Operators do not paste provider keys. If a vision/LLM provider is configured, uploaded content needed for analysis may be sent to that provider.
Commercial agreements should state whether customer evidence may be used for model training. Default posture: customer proprietary evidence should not be reused beyond the agreed VIXAR review without written authorization.
VIXAR provides decision-support artifacts. Customer QA, manufacturing, regulatory, validation, and leadership teams remain responsible for final decisions.
VIXAR can export readiness briefs, admin backups, relational evidence notes, and corrected workbook drafts for human review.
Trust comes from boundaries, not hype.
VIXAR is not a validated control system by default. It is a decision-support and exposure system unless a customer-specific validated deployment scope is agreed, documented, and reviewed.