The A3 is beautifully filled in. The problem is still there.

Replace A3 templates in a drawer with AI that keeps the thinking connected to the data — testing whether the countermeasure worked and surfacing the problems that keep coming back.

$0
Send us one of your completed A3s See Praxie in Action Now Free pilot on your own problem solving. You keep what we find.

AI A3 problem solvingfor CI and operations leaders

Praxie AI A3 problem solving software interface.

Customer Success Stories

Dylan Hoback Dylan Hoback Accu-Tube
Manufacturing analytics

My Praxie analytics software transformed our operations, enabling data-driven decisions and streamlining our manufacturing process.

Jason Carpenter Jason Carpenter Environmental Pest Management
Operational visibility

With Praxie, I found a way to take what was in documents and spreadsheets and provide my team with a visual application environment to drive our strategy with full accountability.

Elizabeth Pridham Elizabeth Pridham Perfection Fresh
Digital transformation

Praxie dramatically improved our process through digital transformation. We now have visibility and can drive decisions at a fraction of the time.

Scott Russell Scott Russell NUCOR Vulcraft
Innovation management

I would heartily recommend the Praxie team to any organization seeking to seriously undertake a lasting and successful innovation process.

Mike Bainbridge Mike Bainbridge Dover Food Retail
Daily management

Our MFG Ops application greatly improved our daily management initiatives. It is easy to see how we are doing, identify issues, and track improvements—no matter where we sit.

Jeff Piotrowicz Jeff Piotrowicz ChemLink
Project visibility

With Praxie we've created a way to report on complex projects that gives management full visibility. Executives have visibility to projects, assignments, and more at their fingertips.

Maureen Thompson Maureen Thompson American Nurses Association
Strategic execution

Our Praxie App makes it easy to track progress on strategic objectives across the organization and includes an executive-level dashboard with real-time reports to the board on key initiatives.

Tom Anderson Tom Anderson Springfield Armory
Production management

Praxie is used every day to track and analyze every aspect of production, quality, safety, and more. We improved quality by 10%.

Peggie Pelosi Peggie Pelosi Innovators Alliance
Custom innovation solution

Almost overnight, Praxie created a customized solution for our 100 member organizations across Canada to drive strategy and innovation.

Kate Merton Kate Merton Anthem
Custom applications

Praxie's innovation solution stood out from other options because it can be customized so quickly to fit our exact process requirements. Plus, it is incredibly easy to use and manage.

ALGAL ANA Anthem Atlas Copco Barloworld Bioray Biotix Blue Triton Dover Grosvenor INX Jiffy Lube Jireh Metal Johnson & Johnson KPMG Kydex Mott NextPower Novozymes Nucor Panasonic PLP PVH Roche Safety Padding Silgan Southwire Springfield Armory Swisscom Swisslog Thoughtworks Tiara Yachts Twin Rivers Utz Wartsila ALGAL ANA Anthem Atlas Copco Barloworld Bioray Biotix Blue Triton Dover Grosvenor INX Jiffy Lube Jireh Metal Johnson & Johnson KPMG Kydex Mott NextPower Novozymes Nucor Panasonic PLP PVH Roche Safety Padding Silgan Southwire Springfield Armory Swisscom Swisslog Thoughtworks Tiara Yachts Twin Rivers Utz Wartsila

The form got filled in. The thinking stopped.

Completing the A3 was the easy part. Proving the countermeasure worked is the job.

Your VP

“We have a hundred A3s. What did they change?”

Your teams

“We filled it in because the template asked for it.”

You

A wall of A3s, a folder of PDFs, and the same problem back next quarter.

You do not need better templates. You need the countermeasure to prove it worked — with the data, not an opinion.

If you own problem solving

Is this your programme?

Most CI and operations leaders recognise at least four of these. If you recognise six, the rest of this page is written for you.

  • A3s are completed because the template requires it.
  • Countermeasures are never checked against the data.
  • The same problem is re-A3d a year later.
  • Root cause stops at the first plausible explanation.
  • Target conditions are written without a measure.
  • Finished A3s are filed and never revisited.
  • Nobody can show what problem solving delivered.
  • “Did that countermeasure work?” is answered by opinion.

None of this is a method problem. It is a verification problem.

Is this you?

Worked example — multi-site improvement programme

Countermeasures used to be assumed to work.

Assumed↓Verifiedwhether the countermeasure worked

Hundreds of completed A3s, filed neatly, and problems that kept returning.

Because the A3 ended when the form was finished, nobody checked whether the target condition was reached — so a problem could be solved on paper and recur on the floor.

With the A3 connected to the underlying data, the target condition is measured rather than asserted, and problems that recur across sites surface as patterns rather than as new A3s.

Problem review, 9am

What you walk into the problem review with

Today

A folder of completed forms.

  • Filled in because the template asked
  • Countermeasures never measured
  • Same problem re-A3d later
  • Root cause stopped at the first answer
→

With Praxie

Evidence of what actually changed.

  • Target conditions measured, not asserted
  • Countermeasures tested against data
  • Recurring problems surfaced across sites
  • A record of what problem solving delivered
ROI of Moving from Static Templates to AI-Powered A3 Problem Solving
Key ROI Elements
30%
Fewer Repeat Problems

Find true root cause and stop problems from returning.

40%
Faster Problem-to-Countermeasure Time

Cut delays from problem to root cause to countermeasure.

25%
Higher Countermeasure Closure

Keep countermeasures and follow-ups on track.

15%
Lower Cost of Problems

Reduce scrap, rework, and repeat problems.

Fewer
Repeat Issues

Prevent the same problems from coming back.

Higher
Problem Closure

Close more problems for good, across every team.

See Praxie in Action Now

Which problem have you written an A3 about more than once?

How Praxie Compares for AI-Powered A3 Problem Solving

Why A3s Become Artifacts

Spreadsheets &
Manual Logs

  • Reactive tracking
  • Paper-based A3 forms
  • Limited problem history
  • Hard to prioritize causes
  • Higher recurrence risk

ERP / QMS
Quality Modules

  • Connected to enterprise data
  • Often rigid workflows
  • Slow field adoption
  • Heavy configuration
  • Limited AI guidance

Traditional
A3 Templates

  • Good A3 structure
  • Root cause tool support
  • Can become data-entry heavy
  • Limited operational context
  • Often weak analytics

Point
Predictive AI Tools

  • Useful for single problems
  • Detects some patterns
  • May require data projects
  • Disconnected from execution
  • Limited problem-solving workflows
★ BEST FIT

Praxie AI-Powered
A3 Problem Solving

  • AI A3s, root cause & countermeasures
  • Predictive alerts and risk prioritization
  • Connects ERP, QMS, MES, documents & teams
  • Dashboards, workflows & team guidance
  • Faster deployment, lower complexity
Problem-solving flexibility
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✓
Real-time problem tracking
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✓
AI root cause & recommendations
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✓
✓
A3s, root cause & countermeasures
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✓
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✓
Connected problem, data & operations context
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✓
Speed to deploy and adapt
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✓
Why Praxie
Stands Out
More flexible than rigid QMS and ERP modules
Far more automated than spreadsheets and manual logs
Broader than static A3 template tools
Faster to deploy than heavy QMS replacement projects
AI-Powered A3 Problem Solving FAQ

Questions CI Leaders Ask Us First

The objections we hear in the first 20 minutes — answered plainly.

1

How does AI improve A3 problem solving — and can my team trust it?

Answer: The AI helps problem-solving teams make better decisions by analyzing problem statements, current conditions, data, past A3s, and team notes. Recommendations are explainable, so teams can see why a cause is likely and stay in control of every problem-solving decision.

2

Can this reduce repeat problems and firefighting?

Answer: Yes. AI-powered A3 problem solving identifies weak root cause, recurring problems, stalled countermeasures, and overdue follow-ups before issues come back. This helps teams shift from reactive firefighting to structured, disciplined problem solving.

3

How does the system help manage countermeasures and team priorities?

Answer: The AI can help create, categorize, prioritize, and route countermeasures based on problem criticality, recurrence risk, business impact, required skills, ownership, and A3 history. Teams get a clearer view of what needs to be done first and why.

4

Will this help us find root causes and recurring problems?

Answer: Yes. The system analyzes patterns across problems, data, corrective actions, A3s, and team comments to identify repeat problems, likely root causes, and improvement opportunities across processes, lines, plants, or suppliers.

5

Is this better than spreadsheets, a static A3 template, or manual problem tracking?

Answer: Yes. Traditional templates capture problem data but do not actively interpret it. AI-powered A3 problem solving connects problem data, root causes, countermeasures, and results so teams can find causes faster, drive countermeasures, and continuously improve.

Bottom line: AI-powered A3 problem solving helps teams find true root cause, prioritize the right countermeasures, sustain results, and move from firefighting to disciplined, structured problem solving.

Which countermeasure would you test first, if the data checked it?

Send us one of your completed A3s. We’ll show you what Praxie would do with it — your problem, your countermeasure, your data.

1Send us an A3230-minute review3Free pilot on your data
See Praxie in Action

No cost, no obligation — and you keep what we find either way.