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Operations Agent Private Beta Scaffolded
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Predictive Asset Failure

Prevent equipment failures before they happen — 89% accuracy.

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Product overview

Operations Manager perspective

A quick walkthrough of this agent in action

How it works

▸ OPERATIONS & MAINTENANCE 📡 Sensor data + maintenance history 01 🔬 Failure probability model per asset 02 🔧 Work order auto-created in D365 03 ✅ Planned downtime not emergency 04 89% accuracy · 14+ days ahead of failure
Impact

Before & after

Failure prediction accuracy
Before
Reactive
→
After
89%
Unplanned downtime reduction
Before
Baseline
→
After
60–75%
Maintenance cost reduction
Before
Baseline
→
After
+30%
Overview

What it does

Analyzes asset maintenance history, sensor data, and operational patterns in D365 Asset Management to predict equipment failures before they occur. Generates proactive maintenance work orders with human approval, reducing unplanned downtime by 60–75%.

Integrations
D365 F&O D365 Supply Chain Azure IoT Hub
Capabilities

What you get

  • ✓Failure probability scoring per asset (0–100%)
  • ✓Predictive maintenance work order generation
  • ✓MTBF and MTTR trend analysis
  • ✓Sensor data integration (IoT / OPC-UA)
  • ✓Spare parts inventory pre-positioning
  • ✓Maintenance cost optimization modeling
Buyer

Who deploys this

Plant Manager Maintenance Director COO Asset Manager
Pricing

Private beta pricing

Pricing for this agent is set during private beta onboarding, based on your D365 environment size and deployment scope. No published rate card — request a preview to get a tailored quote.

💬

Request pricing preview

Tell us about your D365 setup. We'll respond within 24 hours with a tailored quote and demo.

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Private beta • Invitation only • No public rate card

Guarantee

Deterministic by design

Deterministic

Same input, same output. Every time.

Immutable Audit

Every decision logged in D365 permanently.

Human-Gated

No write action without your approval.

Read-Safe Default

All agents start read-only until you approve writes.

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Ready to deploy Predictive Asset Failure?

This agent is in private beta mode. Pricing is set during private beta onboarding — request a preview for a tailored quote.

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