AI-Driven PFMEA

Always Up-to-date

Stop failures, months failures, before they impact customers, disrupt production or compromise safety or quality — all in 10× less time.

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See It In Action

Spot failure modes you’ve missed – in under 5 minutes.

⇣

The Hidden Cost of Manual PFMEA?

Delays. Recalls. Injuries. Downtime.

Let’s Fix That.

Built for Industrial Applications

Learns directly from your procedures, user manuals, maintenance logs, reports, work orders and process documentation.

Never Out-of-Date

No more stale spreadsheets. The system flags changes and updates PFMEA continuously.

Audit-Ready

Structured per AIAG-VDA and ISO 26262 principles. Exportable for PPAP, audits and change requests.

Built for Real Roles in Real Plants

Whether you’re a Quality Manager preparing for audits, a Maintenance Lead managing recurring failures or an Engineer building new systems, Tacit AI gives you a faster, smarter way to manage risk at scale.

Step I

Asset Hierarchy

Generate structured system and component hierarchies from unstructured sources, including manuals, procedures, and work orders.

Step II

Risk & Criticality

Scale your criticality assessments by transforming unstructured operational data into equipment dynamic criticality scores.

Step III

Failure Modes

Automatically extract and link failure effects, modes and root causes to all levels of your asset hierarchy, with validation from standards, procedures and expert input.

Step IV

Dynamic PFMEA

Custom configurations tailored to your operations. Learns from operational data to mitigate risk in real-time.

Severity (S)

How severe would the outcome be if this failure mode were to happen?

Result is scaled to keep everything in the familiar 1 – 10 format

X

Occurrence (O)

What is the estimated frequency of occurrence for this failure mode?

Result is scaled to keep everything in the familiar 1 – 10 format

X

Detection (D)

How likely are we to detect the failure mode before it materializes?

Result is scaled to keep everything in the familiar 1 – 10 format

=

RPN

Risk Priority Number

RPN = S x P x D

Automate standard FMEA tasks (failure modes, effects, RPN) and expand to FMECA with criticality ranking when your industry or compliance standards require it.

Why Tacit AI wins?

Here’s how we compare

One Platform. Every System Smarter.

Let’s Automate Your First PFME

Book a 30-minute session and we’ll show you how it works in real-time.

Reliability

Process

Safety

Quality

Custom

Unify work orders, manuals and maintenance procedures to inform optimal preventative maintenance and minimize downtime.

Unify work orders, user manuals, procedures and reports to understand and optimize key process risks to help resolve issues before they impact customers.

Unify safety reports, work orders, equipment documentation and procedures to help map and mitigate hazards and reduce incident risk.

Unify quality assurance reviews (QAR), procedures, work orders, logs and reports to detect potential quality anomalies early in the workflow, before they impact customers.

Transform existing FMEAs and operational data into standardized formats, with the flexibility to develop custom solutions that reflect your unique challenges.

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See how Tacit AI finds failure modes you didn’t know you were missing – in less than 5 minutes.

-91%

PFMEA Creation Time

Save 20 – 30 engineer days per 1,000 assets – and turn that time into operational excellence.

-24%

Failure Reduction

Optimize maintenance and control plans and preventative maintenance schedule and coverage.

-37%

Reduced Scrap and Bad Actors

Lowered scrap, quality issues, and safety incidents through improved control.

0.5s

Time to Update

PFMEA and criticality updates with new work orders, incidents and quality events.

24 / 7

Always Learning

PFMEA management that improves with new data & user feedback.

-24%

Unplanned Downtime

Optimize preventative maintenance schedule and coverage.

-91%

FMEA Creation Time

Save 3-5 hours or more for every equipment per year.

100%

Visibility

Identify preventative maintenance gaps in seconds.

0.5s

Time to Update

FMEAs improve with new work orders, incidents and quality events.

24 / 7

Always Learning

FMEA management that improves with new data & user feedback.

The Future of Operations Excellence

It has never been easier to convert tribal knowledge into action!

Today’s AI-driven automation is limited by a lack of real-world operational context. Machines can perform predefined tasks, but they struggle with adaptive decision-making when unexpected situations arise.

Tacit AI is solving this by capturing and structuring industrial knowledge at scale:

Extracting insights from operational logs, manuals, and maintenance records
Enhancing data with real-time human feedback from engineers and operators
Creating an intelligence layer that retains and deploys expertise on demand

This means that as experienced engineers retire or leave the workforce, their knowledge doesn’t disappear – it is retained, structured, and made accessible to the next generation of AI-assisted engineers and autonomous systems.