Optimize multi-day campaigns, shared resources, and GMP constraints, without spreadsheet chaos.
API and bulk pharmaceutical manufacturing sites are complex ecosystems, with long process durations, shared reactors, and interdependent steps.
AIM | Pace helps teams plan realistic execution timelines that respect cleaning, changeover, and QA windows across entire campaigns.
Book a demoComplex routings, thousands of constraints and misaligned teams keep your schedules in constant flux.
Multi-Day, Multi-Step Processes:
Campaigns span several days and stages, delays in one reactor or filtration unit can ripple across the entire sequence.
Shared Equipment & Resource Clashes:
Reactors, centrifuges, and drying equipment are shared between product lines, scheduling conflicts are frequent and costly.
Cleaning, Requalification & Hold Times
Changeovers require validated cleaning, equipment clearance, and setup, often unaccounted for in static plans.
Material Readiness & QA Dependencies
Planning assumes raw materials and intermediates will be available, but QA or vendor delays regularly block execution.
24/7 Shift Planning with Role-Specific Coverage
Not all steps can be done on all shifts, some require supervision, specific teams, or work-hour restrictions.
AIM | Pace™ turns complex batch plans into clear, constraint-aware execution schedules that your team can actually follow.
Book a demoCoordinating changeovers, release timings, shared resources, and shifting priorities challenges even the best-run plants.
AIM | Pace™ turns that complexity into GMP-compliant daily and weekly production plans that adapt in real time to shop-floor realities.
Built for sterile injectables, OSD, biologics, non-sterile liquids, suspensions, creams, and more, it delivers stable operations, higher throughput, and reduced overtime, all without added CapEx.
See it in actionAPI & Bulk pharmaceutical manufacturing isn’t just complex, it’s deeply regulated. Cleaning validation protocols, cross-contamination controls, operator qualifications must all be enforced without fail. AIM | Pace™ embeds these GMP constraints directly into the planning logic, eliminating manual workarounds and reducing the risk of compliance gaps.

Kaster Technology's proprietary prescriptive AI has delivered quantifiable improvements across diverse pharma plants, proving that smarter scheduling drives both operational stability and business performance.
+10% Capacity Gain, unlocked without CapEx.
+20% more efficient workflows, validated at Canada’s largest sterile injectable site.
GMP-Compliant, Audit-Ready Execution, confidence in every plan.
Synthetic chemical APIs (multi-step, multi-day campaigns)
Large-scale CDMOs or in-house manufacturing plants
Multi-line, multi-product sites with shared equipment

Equipment sitting idle, unnecessary cleaning, or night shift overruns don’t just cost time, they consume energy, ingredients, and human resources. AIM | Pace helps reduce this waste by improving plan accuracy, minimizing avoidable cleaning, and reducing equipment overuse.

We don’t just provide solutions to your toughest problems, we build long lasting innovation partnerships.
Co-develop with your teams.
We work side-by-side with your planners, operators, and quality teams to shape features that address real-world bottlenecks and fit seamlessly into your workflows.
Applied Research Pipeline
We continuously turns frontline manufacturing challenges, from changeovers to lab release sync, into deployable features that evolve with your operations.
Built-In GMP & Pharmaceutical Expertise
Purpose-built for sterile injectables, OSD, biologics, and more. Every feature is designed for large-scale workflows with compliance at the core.
Generate plans that hold. Reduce changeovers. Deliver on time.