Industry
Pharma Intelligence Platform
Traceable, governed shopfloor intelligence for pharmaceutical manufacturing — supporting batch integrity, audit-ready production records, controlled access by role, and consistent operational data across every line and shift without manual documentation overhead.
Industry challenge
Pharmaceutical manufacturing operates under strict regulatory requirements that demand complete traceability, controlled access, and reliable production records — but most shopfloor systems were not designed for these constraints. Operators record machine events and production activity in shift logs that are inconsistent across teams. Batch records are maintained manually and reconciled after the fact, introducing errors and gaps that create audit risk. Access to production data and machine interfaces is often ungoverned — any user can log in, make changes, or view sensitive process information — because role-based controls were never implemented at the shopfloor level. When a deviation occurs or an audit is initiated, collecting the relevant evidence from disconnected systems is time-consuming, incomplete, and stressful. Improvement programs are difficult to sustain because the data required to measure process consistency across shifts and lines does not exist in a reliable, structured form.
How Factobrain applies
Factobrain provides a structured production tracking layer that connects machines to their operational context — batch, order, job, shift, and operator — and records every event with role attribution. Every machine state change, downtime event, production count entry, and rejection is logged with the identity of the user responsible, the time of occurrence, and the production context at that moment. Access is governed through role-based permissions scoped to the production hierarchy — operators see only the machines in their assigned groups, supervisors see their lines, and managers see the plants they are responsible for. Downtime reason codes and rejection type codes are standardized at the system level, ensuring consistent categorization across shifts and lines. The result is a structured operational record that supports batch traceability, deviation investigation, and audit preparation without requiring manual documentation effort from production teams.
Operational outcomes
- Audit-ready production records with role-attributed machine events, downtime, and production counts for every batch
- Complete batch traceability from Order → Batch → Job → Machine → Shift → Operator — structured and searchable
- Role-based access control scoped to the production hierarchy — operators see only their assigned machines and lines
- Standardized downtime reason and rejection type codes across all shifts — consistent records regardless of who is working
- Faster deviation investigation because every event is captured with time, operator, machine state, and production context
- Reduced manual documentation burden — structured data capture replaces shift log entries and batch record reconciliation
Performance benchmarks
| Metric | Industry typical | With Factobrain |
|---|---|---|
| Batch traceability coverage | Partial (manual) | Complete (automated) |
| Audit preparation time | Days | Hours |
| Deviation investigation time | 3–5 days | Same shift |
| Shift log consistency | Variable | Standardized |
Regulatory alignment
GMP / 21 CFR Part 11
Electronic records with role attribution, audit trail, and access controls
FDA CAPA Requirements
Structured downtime reason codes support traceable corrective action documentation
EU GMP Annex 11
System-managed data integrity with role-scoped permissions and immutable event logs
Technical fit
Supported protocols
Implementation note
GMP-aligned deployment with role-based access, audit trail, and IQ/OQ documentation support available on Enterprise plan.
Who this is built for
QA Manager
Audit-ready batch records without manual documentation overhead
Production Head
Real-time line visibility without compliance risk from ungoverned access
IT/Validation Lead
Validated system with controlled access and documented change management
Compliance Officer
Structured deviation records that support CAPA and regulatory inspection
Plan your industry-specific rollout
Book a demo to map your plant constraints, KPI stack, and deployment options.