Over 10 years we help companies reach their financial and branding goals. Engitech is a values-driven technology agency dedicated.

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TRANSFORM OPERATIONS WITH AI-DRIVEN INTELLIGENCE

From invoice automation to predictive maintenance – IcSoft delivers cutting-edge AI/ML solutions that make manufacturing smarter, faster, and leaner.

AI & Machine Learning Solutions Tailored For Manufacturing Excellence

At IcSoft, we help manufactures and enterprises unblock the full value of their operational data. Our AI and Machine Learning solutions are purpose built to automate critical workflows. optimize resource use. and enable faster, data-backed decisions. Whether you’re streamlining invoice processing or optimizing your factory floor, we provide solutions that scale with your bussiness.

With smart production software for manufacturing

We help clients all around the world organise work orders and other resource needs.

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Auto-Generation of ERP/MES Routings (Process Documents) for New Products

Creating process routings e.g. machines, cycle times etc. manually in ERP systems for every new product can delay time-to-market and introduce inconsistencies. IcSoft’s ML-powered system analyzes historical routings based on product attributes (e.g., size, material, geometry) and suggests optimal routing paths for new items. The system recommends work centers, cycle times, and sequence of operations by identifying similar past products, ensuring standardized and efficient process design.
Benefits:

  • Cuts down NPI lead time
  • Ensures consistency in shop floor processes
  • Reduces human error in routing creation

Intelligent Production Planning

Balancing materials, machines, and tools for efficient production planning is complex. Our intelligent production planning solution uses optimization algorithms and ML models to consider all constraintsmaterial availability, machine capacities, tool readiness, and workforce shifts to recommend the best production schedules. The result is improved throughput and minimized idle time across operations.
Benefits:

  • Higher machine utilization
  • Fewer bottlenecks
  • Smarter decision-making on shift and resource allocation

Quality Defect Prevention through Process Parameter Tuning

Defects in production often stem from suboptimal process parameters. IcSoft’s AI solution analyzes historical production and quality control data to identify patterns and correlations between parameter settings (like temperature, pressure, and time) and defects. The system then recommends the best parameter combinations to minimize defects and maximize yield, enabling preventive quality management.
Benefits:

  • Improved first-pass yield
  • Data-driven root cause analysis
  • Lower cost of quality

Predictive Maintenance

Unexpected equipment failures can halt production and escalate maintenance costs. Our predictive maintenance solution leverages historical maintenance logs and real-time IoT sensor data (like vibration, temperature, and RPM) to predict equipment failures before they happen. This proactive approach allows maintenance teams to schedule interventions ahead of time, extending asset life and avoiding costly downtimes. Benefits:

  • Reduced unplanned downtime
  • Optimized maintenance scheduling
  • Extended equipment lifespan

AUTO-GENERATION OF ROUTING (PROCESS DOCUMENT)
Creating process routings e.g., machines, cycle time manually for every new product can…
INTELLIGENT PRODUCTION PLANNING
Balancing materials, machines, and tool for efficient production planning is complex. Our…
PREDICTIVE MAINTENANCE
Unexpected equipment failures can halt production and escalate maintenance costs. Our predictive maintenance solution…
DEFECT PREVENTION THROUGH PROCESS PARAMETER TUNING
Defects in production often steam from sub- potential process parameters. IcSoft’s AI…