The Challenge

Why great engineers are losing the reliability battle.

It's not a skills problem — it's a systems problem. A breakdown of the exact failure points holding asset-heavy operations back.

The Administrative Loop

Skilled maintenance personnel are trapped in an administrative loop, spending time finding information rather than taking intelligent actions.Your best engineers are trapped in an administrative loop.

01

Maintenance Strategy is Static

Trapped in theory: RCM/FMEA initiatives become one-off consulting exercises rather than living, operational frameworks.
Instant obsolescence: High-value strategies are locked in disconnected spreadsheets that fail to adapt to real-world issues.
02

Predictive Maintenance Remains an Alert Factory

Data without context: Sensors generate a high volume of raw alerts (e.g., "abnormal vibration") but provide zero diagnostic insight or actionable next steps.
Cognitive overload: Maintenance teams suffer from "alert fatigue," forcing humans to manually triage endless noise to find genuine threats.
03

Planning is an Administrative Nightmare

High-cost data entry: Skilled experts burn 80% of their capacity hunting through information and copy-pasting into SAP/Maximo.
Paralyzed workflows: Manual efforts lead to massive backlogs and delay critical interventions.
04

Execution is Starved

Unclear instructions: Technicians are dispatched with vague instructions, forcing them to waste hours hunting for parts, permits, and context.
Less "wrench time": Upstream bottlenecks and poor planning reduce productive tool-in-hand time to industry lows — often <30%.

The Reliability Mirage

Despite knowing what needs to be fixed, asset-heavy operations are paralyzed by the how.

80%of planner capacity lost to manual data entry & SAP/Maximo copy-paste
<30%productive wrench time — the rest is hunting for parts, permits, and context

The traditional path to reliability requires a small army of specialized engineers, months of tedious FMEA analysis, and historical data — luxuries most maintenance teams simply don't have.

Exhausted by the sheer weight of traditional studies, operations abandon the journey — falling back into bloated maintenance routines or complex software that engineers refuse to adopt.

The Core Challenge

Building and sustaining strategies
that actually drive asset reliability.

Create Strategy

The foundation is often flawed from day one.

Missed critical failure modes in FMEA
Frequent, unexpected asset failures
Bloated, non-value-add maintenance tasks
Excessive technician hours wasted
Lack of step-by-step execution details
Inconsistent quality of maintenance work
Frequencies not optimized based on risk
Over-maintenance of low-criticality assets
01

Missed critical failure modes in FMEA

Frequent, unexpected asset failures

02

Bloated, non-value-add maintenance tasks

Excessive technician hours wasted

03

Lack of step-by-step execution details

Inconsistent quality of maintenance work

04

Frequencies not optimized based on risk

Over-maintenance of low-criticality assets

Sustain Strategy

The feedback loop is entirely broken.

Plans not updated based on field failures
Recurring breakdowns of similar types
Not adjusted for business/production goals
High cost despite lesser production
Inconsistent strategies for similar assets
Unpredictable reliability across fleet
01

Plans not updated based on field failures

Recurring breakdowns of similar types

02

Not adjusted for business/production goals

High cost despite lesser production

03

Inconsistent strategies for similar assets

Unpredictable reliability across fleet

The Compound Impact

The true cost of broken reliability.

Production Loss
0-0%
AND
Cost Increase
0-0%
The Solution

Meet the future of
Asset Management.

What if your reliability programme ran itself? AndonEAM bridges the gap between raw engineering data and optimized field execution — entirely autonomously. Explore a core capability below.

Reliability Agent

Autonomously builds and updates FMEA analysis from OEM manuals, generates task lists, and optimizes risk intervals.

Explore

Asset Monitoring Agent

Cross-references live telemetry with history to tell your team exactly what is failing, why, and what actions to take.

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Maintenance Planning Agent

Instantly cross-references OEM manuals and history to auto-generate comprehensive job plans, parts lists, and permits.

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