Agentic AI

Intelligent Factory Agent

Coordinates factory operations by linking worker schedules, skills matrices, asset statuses, and production targets. Uses IRIS Foundry to synchronize people, processes, and machines—enabling dynamic workforce assignment, skills-based scheduling, and seamless handovers.

Workforce Planning
Production Sync
Shift Handover
Skills Development

Optimize staff scheduling

Match worker skills with production demands in real-time. Use AI to create dynamic schedules that maximize productivity while maintaining safety and quality standards.

Smart allocation
Assign workers based on certifications, experience, and real-time needs.

Compliance tracking
Ensure all shifts meet safety and certification requirements.

Schedule adaptation
Automatically adjust to changes in demand or worker availability.

Dashboard of Intelligent Factory Agent showing 94% overall efficiency, 127 active workers, 89% asset utilization, and 2,847 units produced today. Workforce Management displays two workers: Maria Gonzalez, Line Supervisor at Station A3 with skills in Quality Control, Team Lead, Welding; and David Kim, Technician in Maintenance with skills in Hydraulics and PLC Programming. Asset Status Monitor shows equipment statuses: CNC Mill #301 operational at 87% efficiency, Assembly Line B maintenance due at 72% efficiency, Robotic Arm #205 active at 94% efficiency, QC Scanner #102 operational with 98% accuracy, Conveyor C3 fault detected and stopped, and Press #407 at high load with 91% efficiency. Production Targets bar chart tracks daily output from Monday to Friday with 2,847 units produced today against a target of 3,000.

Align assets and orders

Coordinate equipment availability with production requirements. Ensure resources are ready when needed to minimize delays and maximize throughput.

Resource readiness
Monitor equipment status and material availability in real-time.

Schedule optimization
Adjust production plans based on asset availability and maintenance needs.

Delay prevention
Identify potential bottlenecks before they impact production.

Dashboard screen showing Production Sync with metrics including 98.2% sync efficiency, 94% resource readiness, 2 active delays, 834 units per hour, and 23 orders in queue; sections detail order synchronization with progress bars, resource readiness status with stock levels, and bottleneck prevention alerts including conveyor failure and material shortage risk with actions in progress.

Streamline team transitions

Automate shift handover processes for seamless operations. Ensure critical information transfer between teams while maintaining productivity.

Digital reporting
Generate comprehensive shift reports with key metrics and events.

Status tracking
Monitor open tasks and incidents across shift changes.

Knowledge transfer
Ensure consistent information flow between incoming and outgoing crews.

Shift Handover dashboard showing seamless team transitions and knowledge transfer with day shift time 06:00-14:00 and current time 14:23 UTC. Outgoing Shift section lists Maria Gonzalez (Line Supervisor, briefing), David Kim (Maintenance Tech, active), and Sarah Peterson (Quality Inspector, briefing). Incoming Shift section lists Robert Turner (Line Supervisor, ready), Jessica Smith (Production Operator, ready), and Lisa Wang (Quality Inspector, ready). Digital Shift Report displays 2,847 units produced and 98.2% quality rate. Open Tasks & Incidents highlights Assembly Line B Maintenance in progress, assigned to David Kim with ETA 2.5 hours.

Drive continuous improvement

Track and develop workforce capabilities systematically. Identify skill gaps and deliver targeted training to improve operational excellence.

Skill mapping
Monitor team capabilities against evolving operational needs.

Training automation
Deliver personalized learning paths based on performance data.

Competency tracking
Measure and validate skills development across the workforce.

Dashboard titled Skills Development showing workforce capability metrics: 87.3% overall skill level (+4.2%), 12 critical skill gaps (-23%), 34 active training (+67%), 127 completed courses (+18%), and 94% certification rate. A Skills Mapping Matrix visualizes team capabilities with a grid indicating levels as expert, proficient, learning, or gap using color-coded squares with initials.

SymphonyAI’s IRIS Foundry turns that vision into reality. Across core industrial processes—from precision machining to cleaning validation and refinery optimization—IRIS Foundry delivers actionable insights, rapid deployment, and tangible business results. In this ebook, we explore how intelligent applications built on IRIS Foundry are transforming plant operations.