Chemical & Process Manufacturing

Chemical and process manufacturing success depends on controlling batch variability, yield, equipment availability, and compliance discipline.

factory.online enables process plants to stabilize execution and improve profitability by building trusted visibility across production, quality, maintenance, and energy.

Specific challenges in chemical & process plants:

• Batch variability: yield deviations, off-spec events, and rework/repurpose decisions.
• Recipe management and substitutions: raw material variability and controlled changes.
• Campaign planning: long runs, changeovers, cleaning windows, and contamination risk.
• Equipment availability constraints: reactors, mixers, utilities, and shared assets. • Quality and compliance: holds/releases, audit trails, deviation workflows, regulatory documentation.
• Material consumption accuracy: expensive inputs require tight variance control.
• Utilities and energy: steam, compressed air, power usage strongly impacts cost.
• Maintenance impact: unplanned downtime disrupts batch plans and creates waste.
• Data fragmentation: process signals exist but are not connected to planning and reporting.

**What factory.online delivers:

• Yield varies batch to batch with no explanation → recipe-level actuals per batch (inputs, deviations, downtime) compared against the standard recipe cost.
• Campaign planning collides with maintenance and cleaning → APS schedules campaigns around cleaning, changeover and maintenance windows on shared equipment.
• Expiry, quality holds and re-tests block dispatch → batch traceability with shelf-life aware inventory keeps blocked stock out of planning automatically.
• Raw material demand is calculated in spreadsheets → MRPII explodes recipes into purchase requisitions from the confirmed production plan.
• Compliance evidence is assembled manually → every batch keeps a full genealogy from raw material lot to dispatched container, ready for audit.