Spare Parts Criticality Evaluation & Optimization

De-risk Your Operations with AI for Critical Spare Parts Management

What is spare-parts criticality?

Spare-parts criticality is a measure of the operational consequence of not having a part when it is needed: what a stockout does to safety, uptime, and cost at your sites. It differs from asset criticality, which ranks the equipment itself. Criticality-driven stocking uses that consequence, together with lead time and usage, to decide which parts deserve protection and which do not.

Asset criticalitySpare-parts criticality
What it ranksThe equipment itselfThe materials needed to restore the equipment
Question it answersWhich assets matter most if they fail?Which parts must be available when failure happens?
Where it livesEAM and reliability programsStocking policy, storeroom, and procurement decisions
What it drivesMaintenance strategy and monitoringStocking, safety stock, and sourcing decisions

Not sure whether your criticality classifications still match operational reality?

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The Impact of Outdated Parts Criticality

Many industrial and manufacturing enterprises fail to incorporate spare parts criticality into their materials planning process. Without consistent spare parts management, you face the expense of overstocking and the risk of stockouts, preventing you from having the parts you need at the right place, time and price.

Inefficient Procurement
Processes

Item criticality data is often outdated, unreliable, and inaccurate, leading to challenges in making informed procurement decisions and resulting in an imbalance of excess inventory and stockouts.

Inexact Criticality Assignment

Item criticality is often derived from an asset's criticality, gut feelings, and a "set it and forget it" approach, leading to expensive and inefficient excess inventory.

Unplanned Downtime and
Profit Loss

Outdated item criticalities can cause stocking policies to become misaligned with market changes, leading to risk of unplanned downtime exacerbated by stockouts of critical spare parts.

A Dynamic Approach to Critical Spare Parts Management

Strategic stocking policies start with accurately reassessing parts criticality. Our AI-driven Spare Parts Criticality evaluates both demand and supply-side factors, such as asset usage, work orders, Bills of Materials (BOMs), and market conditions. It reassesses how you assign criticality as conditions change, identifying shifts and recommending adjustments for your team to review. This ensures your stocking policies are aligned with operational realities, optimizing inventory and improving efficiency.

Our AI Platform

Ingests and understands the context of your material data

from your systems of record, such as work order and procurement history, supply constraints, lead times, etc.

Establishes and maintains item criticality

for your every spare part, while understanding dynamic market changes and operational risks

Analyzes and prioritizes

the most critical spare parts, supporting stocking policies that protect operations

What's In ItFor You

Current, connected insights into parts criticality and operational risk to drive data-informed stocking strategies

Risk-Based Approach

Align procurement and operations teams by evolving from gut feelings to data-driven objective assessments, ensuring you will have the right parts at the right time at the right place and price.

Bottom Line Impact

Prevent overstock and stockouts while unlocking savings by reassessing updated parts criticality of materials.

Confidence in Data

Keep inventory materials assigned up-to-date criticalities that reflect their true priority to operations.

Transform Your MRO Supply Chain

Achieve data-driven procurement while holding operations accountable for balancing inventory needs, reducing redundancy, and minimizing waste.

AI That Keeps Criticality Current​

Verusen’s AI platform uses advanced natural language processing (NLP) to tackle MRO inventory challenges. With over 20 million SKUs ingested, it enables immediate optimization without the need for data cleansing or third-party assistance, utilizing your existing data as-is.

Frequently AskedQuestions

Most Verusen customers are fully operational within 45 days from the time we receive the initial data transfer.

Typically, customer resources dedicate just 2-4 hours per week during the onboarding process. This is significantly less than what is required with traditional SaaS solutions, which often demand upwards of 30 hours from IT teams.

Verusen integrates seamlessly with a wide range of ERP, EAM, and P2P systems, using our comprehensive suite of certified, optional connectors to provide the insights and results you need.

Verusen doesn’t use seat licenses, so you get unlimited access for all relevant team members. Admins, chosen by you, can easily grant access to anyone in your organization who needs it.

Unlock the Working Capital
Trapped in Your Inventory

Excess stock, duplication, and poor visibility
quietly drain millions from MRO operations every year.

See How the Platform Finds It

Explore how AI surfaces savings and risk across your inventory. Request your personalized MRO inventory optimization assessment today.

Estimate Your Inventory Savings

See exactly how much capital, spend, and downtime risk is trapped in your MRO operation - in under 3 minutes. ​