Solutions

Life Sciences

One vertical. Forensic LC-MS is current proof; CRO and MAH are peer modules on the same Harness.

Sub-sectors

Same Harness. Different proof status.

Forensic drug analysis is the method story we can show today. CRO and MAH use the same substrate and HITL rules; they are not presented as the current live account.

Peer module

CRO

Contract research and lab services: BD & quotation assist, bioanalysis document flows, and CTD-oriented submission support — with expert review before anything leaves the sponsor boundary.

  • Quotation / study scoping assist
  • Bioanalysis report and data-package review
  • Regulatory submission (CTD) drafting support

CRO case study →

Peer module

MAH

Market authorization holders and commercialization partners: GxP/SOP change assist and Phase-1 CTD variation impact — citations, checklists, and mandatory human sign-off.

  • SOP / GxP change request → draft revision
  • Variation classification & documentary checklist
  • Guidance-cited impact assessment (SG / MY first)

MAH-style case study →

Current proof

Forensic drug analysis

Forensic and toxicology labs: high-volume instrument PDF and chromatogram review on local GPUs — chain-of-custody-safe, no public LLM API for evidence.

  • Instrument PDF / spectra review assist
  • Exception queues with expert gates
  • On-prem evidence boundary

Forensic case study →

Shared platform, distinct packs

Forensic LC-MS is current proof. CRO and MAH are peer modules on the same Harness. Each is intended to ship with its own Validation Pack, frozen guidance where applicable, and audit trail. We do not claim guaranteed approval, filing success, or replacement of expert judgment.

Guardrails (all sub-sectors)

  • No auto-filing to health authorities or courts
  • No auto-issuance of controlled copies or evidence packages
  • Principal, sponsor, and evidence data stay inside approved boundaries
  • Outputs labeled AI-assisted until human approval
Request a Life Sciences pilot Case studies Security posture