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Karunyx.ai

Biotech & pharma quality and validation

VeraRisk — risk classification built around your SOP, not around the tool

VeraRisk (working name) is a purpose-built tool for the GxP risk-based classification and functional risk assessment step — the step enterprise validation platforms treat as a footnote.

How it works

Encodes your governing SOP

The SOP is encoded verbatim — including the Severity Override Rule and Appendix A deliverables — so classification follows the procedure your team is already assessed against.

Emits structured output

Trace-matrix skeletons and structured JSON flow straight into downstream protocol and execution tools, rather than terminating in a document nobody can query.

Fits the existing workflow

Built for biotech and pharma quality and validation teams — the classification step slots into the validation lifecycle you run today, not a replacement for it.

The regulatory frame

VeraRisk is designed around the following frameworks. These are the standards the product is built to align to — not certifications it holds, and not audits it has completed.

  • FDA 21 CFR Part 11
  • GxP (GLP, GCP, GMP)
  • ALCOA+
  • GAMP 5 (2nd Ed)
  • ICH Q9(R1)
  • EU Annex 11 / 15
  • PIC/S PI 041
  • FDA CSA

Where it stands

A working proof-of-concept

VeraRisk is currently a working single-user proof-of-concept. It is not generally available, and we'd rather say so plainly than let a demo imply otherwise. We're looking for validation teams who want to shape what it becomes.

Where it's headed

AI/ML governance

The same classification discipline extends naturally to AI and ML systems entering GxP-regulated processes — the differentiated expansion path we're building toward.

Shape it with us as a design partner

If your team owns risk classification and you've felt where the current tooling stops, we'd like to talk.