AI-Driven Operations Transformation
Published:
11 April 2026
Category:
Design / Ideas
Client:
Softnics
Client Challenge:
The client faced inefficiencies due to manual shop-floor processes, delayed reporting, and
lack of real-time visibility into production performance. Maintenance was reactive, leading
to frequent downtime.
// Clients
Client Looking For
- Real-time operational visibility
- Process automation to reduce manual work
- Predictive maintenance capabilities
- Integrated analytics platform
// Solution
Solution Provided
Softincs designed and implemented an intelligent operations platform using Microsoft
technologies:
01.
Developed Power Apps for shop-floor data capture and workflow automation
02.
Built Power BI dashboards for real-time production insights
03.
Integrated AI/ML models for predictive maintenance
04.
Connected systems using Azure Data Services
// Approach
Approach / Execution
01
Mapping
Requirement discovery & process mapping
02
Prototyping
Rapid prototyping using low-code platform
03
Delivery
Agile sprints for phased delivery
04
Integration
Integration with existing ERP systems
// Features
Key Features
- Real-time KPI dashboards
- Automated alerts for machine failures
- Mobile-enabled data entry apps
- AI-based anomaly detection
// Technologies
Technologies & Business Impac
Technologies Used
Outcome / Business Impact
- ✓35% reduction in manual effort
- ✓25% increase in operational efficiency
- ✓Reduced downtime with predictive insights
- ✓Faster decision-making with real-time data
