TARGETED OUTCOME
5-10% Reduced maintenance costs INDUSTRY · WATER UTILITIES
Rapidly compose AI-powered solutions across the water utilities value chain at scale.
Real-time monitoring, predictive maintenance and agentic operations for water treatment, distribution and reuse — from intake to consumer.
*Targeted outcomes with indicative ranges · actuals vary by environment.
THE IMPACT
What changes when XMPro lands in water utilities.
THE OPERATING LOOP
Detect. Decide. Coordinate. Execute.
Most platforms stop at Detect. XMPro completes the loop.
Solution categories for water utilities.
The disciplines XMPro deploys across this industry — each chip filters the solutions library to use cases of that type.
Pre-scoped use cases for water utilities.
Each one names the operational problem, the signals the platform watches, and the governed action it drives. Filter by category or solution type — or search.
Aging Pipe Predictive Maintenance
Rank the network by failure risk and consequence — turn aging-pipe replacement into a defensible capital plan.
Alarm Management & Triage
Rank level 3 and 4 alarms by leading-indicator value so reliability engineers see signal, not noise.
Cyclone & Slurry Pump Condition Monitoring
Real-time condition monitoring for cyclones and slurry pumps across processing plants and utility networks.
Flood Prediction & Response
Predictive flood modelling fused with live asset telemetry — coordinated response across the water-utility estate.
Storm-Water Reservoir Monitoring
Reservoir level, weather forecast and water-quality fused into one operating signal with dynamic crew dispatch.
Pump Health Monitoring
Real-time pump telemetry with predicted failure modes, efficiency baselines and condition-based maintenance across the network.
Pumping Station OEE
OEE-style measurement across pumping stations — availability, performance, quality and predictive maintenance under one picture.
Agent teams, AI agents and assistants for water utilities.
Pre-curated agents from the AI Agent Marketplace, scoped to water utilities — filter by type, search, or browse the full marketplace.
AvailableAgent Team
Aeration Energy Optimisation Team
Target Outcome
AERATION ENERGY REDUCTION
10—20%
$60K–$240K annual savings · mid-size plants
AvailableAgent Team
Storm Flow Management Team
Target Outcome
ANNUAL CSO VOLUME
25% reduction
50% fewer permit exceedances · 85%+ storage utilisation
AvailableAgent Team
Chemical Dosing Optimisation Team
Target Outcome
CHEMICAL CONSUMPTION
10—15% reduction
$80K–$300K annual savings · 50 ML/d plant
AvailableAgent Team
Wet Weather Process Control Team
Target Outcome
STORM EFFLUENT EXCURSIONS
Zero
Biological recovery 2–5 days → under 2 days · zero clarifier blowouts
AvailableAI Agent
Pump Predictive Maintenance Advisor
Target Outcome
UNPLANNED PUMP FAILURES
50% reduction
40% cut in emergency maintenance cost · 7–30 days early warning
AvailableAI Agent
Blower Predictive Maintenance Advisor
Target Outcome
BLOWER UNPLANNED FAILURES
Zero
Fleet efficiency within 2% of baseline · continuous monitoring
AvailableAI Agent
Storm Event Preparation Advisor
Target Outcome
OVER-PREPARATION COST
50% reduction
Zero under-preparation events · 24–72 hr advance brief
AvailableAI Agent
Permit Exceedance Predictive Advisor
Target Outcome
PERMIT EXCEEDANCES
Zero
Up to 8 hours early warning · ≥85% true-positive rate
AvailableAI Agent
Asset Lifecycle & Capital Planning Advisor
Target Outcome
CAPEX EFFICIENCY GAIN
15—25%
5-year forecast accuracy from ±30% to ±15% · condition-based
AvailableAI Agent
Agentic Anomaly Detection & Root Cause Analysis Agent
Target Outcome
ANOMALY DETECTION LEAD TIME
Hours—days early
Before production impact · automated causal reasoning
AvailableAI Agent
Agentic Compliance and Safety Officer Agent (Standards Guardian)
Target Outcome
POLICY COMPLIANCE RATE
99%
Continuous automated monitoring · 95% predicted incident prevention
AvailableAI Agent
Agentic Energy Management Agent (Efficiency Expert)
Target Outcome
ENERGY COST REDUCTION
Measurable reduction
Proactive load management · peak demand penalty avoidance
AvailableAI Agent
Agentic Equipment Monitoring Agent (Health Monitor)
Target Outcome
ANOMALY DETECTION LEAD TIME
70% earlier
vs threshold monitoring · 80% nuisance alarm reduction
AvailableAI Agent
Agentic Equipment Performance Agent (Availability Specialist)
Target Outcome
UNPLANNED DOWNTIME
Measurable reduction
Proactive condition-based interventions · extended asset life
AvailableAI Agent
Agentic Knowledge Synthesis & Decision Support Agent
Target Outcome
DECISION CYCLE TIME
Same-session
Synthesised multi-agent intelligence · OEE-aligned priorities
AvailableAI Agent
Agentic Maintenance Coordinator Agent (Predictive Maintenance Reliability Strategist)
Target Outcome
UNPLANNED DOWNTIME
Significant reduction
Emergency repairs cost 2—3x planned · condition-based prevention
AvailableAI Agent
Agentic Maintenance Schedule Planning Agent (Schedule Optimizer)
Target Outcome
OVERTIME COSTS
Significant reduction
Optimised scheduling · improved equipment availability
AvailableAI Agent
Agentic Predictive Analytics Specialist Agent
Target Outcome
UNPLANNED FAILURE RATE
Significant reduction
Days—weeks advance warning · risk-based intervention timing
AvailableAI Agent
Agentic Production Rate Agent (Performance Optimizer)
Target Outcome
PRODUCTION THROUGHPUT
Measurable increase
Bottleneck resolution · reduced WIP variability and overtime
AvailableAI Agent
Agentic Quality Control Agent (Quality Guardian)
Target Outcome
SCRAP & REWORK COSTS
Measurable reduction
Predictive defect detection · RCA cycle 4—48 hrs → automated
AvailableAI Agent
Agentic Root Cause Analysis Agent (Failure Investigator)
Target Outcome
INVESTIGATION CYCLE TIME
Significant reduction
Initial findings within hours · recurring failure rate reduced
AvailableAI Agent
Agentic Simulation & Scenario Analysis Agent
Target Outcome
IMPLEMENTATION FAILURE RATE
Significant reduction
Pre-implementation simulation · high-confidence decision support
AvailableAI Agent
Reporting and KPI Tracking Agent (Performance Analyst)
Target Outcome
REPORT PREP TIME
80%
Reduction in manual compilation · predictive visibility into trends
AvailableAI Agent
Equipment Manual Content Agent
Target Outcome
SEARCH TIME PER QUERY
>70%
Reduction vs 15—30 min manual search · instant via natural language
XMPro for water utilities.
Not a concept. In production.
XMPro is deployed at Tier 1 global operators across asset-intensive and mission-critical industries — delivering measurable results across predictive maintenance, process optimisation and operational intelligence.
Now pushing the frontier.
MAGS agents are achieving what no other industrial platform has demonstrated — sustained autonomous operations at enterprise scale.
0+
Days Autonomous
Safety-critical petrochemical operations
3-0+
Agents Per Team
Specialized agents coordinating per use case
0+
Teams Deployable
Scale across sites and business units
0%
Governed
Every agent, every decision, every action — auditable
