Industrial AI Readiness Assessment

Step 1 of 14

Take the Assessment

On the following pages, you will be asked a series of questions that will help you learn where you are on your AI Journey.

Current Technology Infrastructure

Question 1

Have you identified specific operational problems where advanced analytics or AI could improve performance?*

Yes

Great! You have a solid grasp of the tools and systems that are currently supporting your operations.

No

This may be a key area for improvement. Without a clear understanding of your technology stack, you might miss important opportunities for optimization.

Question 2

Have you quantified the financial impact of those problems, such as downtime, scrap, yield loss, energy use, labor inefficiency, or lost throughput?*

Yes

Fantastic! Automated and integrated data collection is crucial for real-time decision-making and operational efficiency.

No

You may still be relying on manual data entry or siloed systems, which can lead to inaccuracies and inefficiencies. Consider automating this process for greater transparency.

Question 3

Do you have access to reliable operational data from key plant systems, equipment, or production processes?*

Yes

Excellent! Real-time visibility ensures you can quickly react to changes and make informed decisions.

No

Without real-time visibility, you're likely reacting to issues too late, which can impact production and profitability. Consider adopting tools that provide live data access.

Process Maturity

Question 4

Is your operational data collected automatically through systems such as PLCs, SCADA, MES, historians, quality systems, or connected devices?*

Yes

Well done! Documented and optimized workflows help ensure consistency, reduce errors, and streamline operations.

No

It’s time to evaluate and document your workflows. This will help identify inefficiencies and potential bottlenecks.

Question 5

Can teams across operations, engineering, IT, and leadership access and understand the data they need to make better decisions?*

Yes

Manual processes can lead to costly mistakes and delays. Consider automating repetitive tasks to improve accuracy and speed.

No

Great! Reducing manual processes is a key step toward improving operational efficiency.

Question 6

Do you have confidence in the quality, completeness, and consistency of the data that would support AI or analytics initiatives?*

Yes

Excellent! Lean and Six Sigma are powerful methodologies that drive efficiency and quality.

No

This might be an opportunity for improvement. Implementing these methodologies could significantly reduce waste and enhance productivity.

Workforce Readiness

Question 7

Have you connected operational data with the business context needed to understand performance, such as asset hierarchy, product, batch, shift, line, material, or quality information?*

Yes

Perfect! A skilled and trained workforce is essential for a smooth digital transformation.

No

Upskilling your team should be a priority. Without proper training, new technologies may be underutilized, leading to poor ROI.

Question 8

Are you currently using analytics or AI tools to identify the drivers of downtime, quality issues, throughput loss, energy variation, or process instability?*

Yes

That’s key! Alignment ensures that everyone is working toward the same objectives, which accelerates success.

No

Misalignment can cause confusion and slow down transformation efforts. Engaging your team at all levels will help unify the organization around common goals.

Question 9

Have you defined clear success criteria for AI initiatives before starting pilots or technology evaluations?*

Yes

Excellent! Change management is crucial for reducing resistance and ensuring smooth adoption of new processes and technologies.

No

Without change management, even the best technologies can fail to take root. Consider strategies like communication plans, training, and leadership buy-in.

Strategic Alignment

Question 10

Is there alignment between operations, IT, engineering, finance, and leadership on where AI should be applied first?*

Yes

Great! Aligning your transformation with business goals ensures that every investment supports long-term success.

No

This misalignment can result in wasted resources. Make sure your digital initiatives are directly tied to measurable business outcomes.

Question 11

Do you have clear ownership for acting on AI or analytics insights once they are identified?*

Yes

Fantastic! Measuring ROI ensures you stay on track and make data-driven adjustments as needed.

No

Without a clear ROI plan, it’s difficult to gauge the success of your digital transformation efforts. Establish key metrics to measure the impact of each investment.

Question 12

Do you have a plan to measure, communicate, and scale the value created by AI initiatives beyond an initial pilot?*

Yes

Smart move! Prioritization helps ensure that your most critical processes are optimized first, driving immediate improvements.

No

If everything is treated equally, resources might be spread too thin. Focus on high-impact areas first to see the biggest returns early on.

Get Your Results

Thanks for taking time to complete the assessment. To see your results, please enter your contact information so that we may connect with you to discuss next steps.

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