Task Intelligence for pharma operations
Three canonical pharma ops patterns, redesigned at the task level. Clinical trial coordination, pharmacovigilance case processing, regulatory submission. Hours freed per scientist and analyst, throughput 2 to 3x, same eTMF, same PV system, same GxP envelope. Plus live AI redesign of four pharma workflows.
Three roles in pharma ops, redesigned at the task level
Every pharma desk has the same task shape: read scientific or regulatory content, cross-reference SOPs and prior submissions, draft a memo or coding decision, human reviews and signs. Each role below keeps doing the work — AI takes the load on the routine tasks. Hours freed, throughput up, same regulatory envelope.
Clinical trial coordination
AI reads the protocol, prior deviations, site monitoring notes. Drafts the deviation note with classification (major/minor) and the corrective action plan. Coordinator reviews against the SOP and signs.
Pharmacovigilance case processing
AI reads the adverse event report, codes MedDRA, assesses causality, drafts the seriousness call. PV analyst reviews the flagged cases with full evidence chain surfaced.
Regulatory submission
AI reads the source data packages, prior submissions, agency guidance. Drafts the submission section with cross-references and traceability. Regulatory manager reviews against the agency's expected dossier.
Four workflows in pharma ops, redesigned live
The roles above run inside workflows. Pick one. The redesign engine produces a before/after view in 30 seconds — tasks that collapse when agents take over, sequential steps that go parallel, net-new agent guardrails the original workflow never had.
Quality Management
Pharma quality is high-stakes: deviation, CAPA, audit, change control. The redesign shows where agents own routine compliance work and where QA owns the regulatory judgment.
Talent Acquisition
Hiring clinical research staff, biostatisticians, regulatory professionals is credential-heavy and audit-tracked. The redesign collapses sourcing + screening + credential checks into parallel agent steps.
Procure-to-Pay
Pharma procurement spans regulated suppliers, controlled substances, validated systems. The redesign collapses vendor qualification + PO + payment release with audit trail intact.
Maintenance (Preventive/Predictive)
Validated lab and manufacturing equipment has GxP maintenance requirements. See how predictive agents fit into a validated maintenance workflow without breaking the audit trail.
Where AI cowork lands first in pharma ops
0 pharma tasks where the AI takes the load and the human stays on the decision. Pulled live from our task taxonomy. The top 0 are below. 0 more are ready for full automation, expand the list to see them.
0 pharma tasks ready for full automation›
How we work with pharma orgs
Co-sponsored model. Functional head (Head of Clinical Ops, Head of PV, VP Regulatory) plus your transformation office in the room. Sprint proves the redesign in 90 days inside one functional area. Transformation Engagement scales across — same eTMF, same PV system, same GxP envelope.
Want a pharma-specific walkthrough?
20 minutes. We pull your top three task patterns from the dataset and show you the redesign live, with your role mix and your regulatory frame.
Book a time