Gen AI Agents

Domain agents with deterministic, source-linked outputs

About this view

Run specialized manufacturing and quality agents for summarization and impact analysis. Bounded deterministic outputs keep AI assistance auditable and reviewable under GMP constraints. Select an agent, run with seeded context, and review sources before human sign-off. Teams use this view daily to coordinate manufacturing, quality, and supply actions with deterministic evidence.

Batches
1,000
Lots
3,000
Deviations
1,500
Samples
7,000
Manufacturing and Quality Agents
  • Deviation Summarizer
  • Batch Exception Explainer
  • CAPA Quality Checker
  • Change Impact Suggester
  • SOP Retrieval Assistant
  • Lot Genealogy Explainer
  • Shift Handover Composer
Deterministic Execution Output

Agent: Deviation Summarizer

Input: Summarize key exceptions and risk factors for this batch.

Output: Based on analysis of batch-00001: 12 exceptions identified, 3 deviations linked. Release risk is LOW - all criteria trending favorable. Recommend proceeding with QA review.

Sources: Batch record batch-00001, EBR step log, Deviation registry, SOP-MFG-331

Confidence: 74%

Mandatory human review note: output is advisory and requires QA/SME sign-off before action.