AI AGENT MARKETPLACE / TYPE
Agent Team
Coordinated multi-agent systems where specialised agents divide responsibility and coordinate in real time across a complete operational process.
12 templates
Aeration Energy Optimisation Team
Target Outcome
AERATION ENERGY REDUCTION
10—20%
$60K–$240K annual savings · mid-size plants
Storm Flow Management Team
Target Outcome
ANNUAL CSO VOLUME
25% reduction
50% fewer permit exceedances · 85%+ storage utilisation
Chemical Dosing Optimisation Team
Target Outcome
CHEMICAL CONSUMPTION
10—15% reduction
$80K–$300K annual savings · 50 ML/d plant
Wet Weather Process Control Team
Target Outcome
STORM EFFLUENT EXCURSIONS
Zero
Biological recovery 2–5 days → under 2 days · zero clarifier blowouts
Agentic Downstream Oil & Gas Rotating Equipment Optimization Team
Target Outcome
UNPLANNED DOWNTIME
Significant Reduction
Proactive multi-objective intervention · compressors, pumps & turbines
Agentic Automation Team for Liner Analysis and Scheduling For Crushers in The Mining Industry
Target Outcome
CRUSHER DOWNTIME
Significant Reduction
Predictive scheduling · liner wear rate management
Autonomous Agentic AI Team for Advanced Predictive Maintenance
Target Outcome
UNPLANNED ASSET FAILURES
Significant Reduction
Predictive intervention ahead of failure · 100% compliance review
Autonomous Agentic AI Team For OEE Optimization In Manufacturing
Target Outcome
OVERALL EQUIPMENT EFFECTIVENESS
60—75% → Higher
Baseline 60—75% · improvement across all three OEE pillars
Autonomous Agentic AI Teams for Substation Operations
Target Outcome
EQUIPMENT UPTIME
10—20%
Improvement through predictive condition-based management
Autonomous Supply Chain Optimization Team
Target Outcome
EXCEPTION RESPONSE TIME
Hours → Minutes
Routine exceptions resolved in minutes · structured escalation for high-impact
Pharmaceutical Cold Chain Crisis Response Team
Target Outcome
CRISIS RESPONSE TIME
Hours → Minutes
Detection & initial response in minutes · GDP/cGMP audit-ready throughout
Autonomous Pharmaceutical CSTR Process Intelligence Team
Target Outcome
PROCESS YIELD & THROUGHPUT
Improved
Coordinated multi-variable CSTR optimization · improved batch consistency