Causal AI for manufacturing

Your process has the answer. SpindAI finds it.

SpindAI analyzes your production data and surfaces the most probable causes of any quality failure — ranked by evidence, not instinct.

Root cause analysis · Line 3 · Defect #4821
Process F — Parameter Set 4
78%
Process A — Parameter Set 12
14%
Process D — Parameter Set 7
6%
Process B — Parameter Set 2
2%
The problem

When Quality Fails, Every Minute Counts.

The Hunt Begins

A quality failure hits your production line. Your engineer spends 4–6 hours manually correlating machine parameter data to find the root cause.

The Clock Keeps Running

Meanwhile defective products keep accumulating. Every minute of investigation is money walking out the door.

The Knowledge Disappears

Your most experienced engineer retires. The tribal knowledge walks out with them.

The solution

The Factory Floor Deserves Better Than Guesswork.

SpindAI analyzes your production data and surfaces the most probable causes of any quality failure — ranked by evidence, not instinct.

Evidence-ranked diagnosis

SpindAI doesn't guess. It interrogates your data across every upstream variable and tells you where the evidence points.

Ranked by probability

Ranks all probable root causes — Machine Setting A 78%, Machine Setting B 14%.

One-page report

Generates a one-page root cause report ready for your quality team.

How it works

How SpindAI Investigates

1

Checks Control Charts

Checks control charts for out-of-control signals across process parameters and final product measurements.

2

Cross-References Risk Assessments

Cross-references the failure against documented risk assessments and control plans.

3

Searches Historical Records

Searches through historical customer complaints and previous problem-solving records.

4

Reviews Specifications

Reviews product specifications and dimensional measurement data.

5

Checks Process Capability

Checks process capability values to confirm the defect is real.

6

Validates Evidence

Validates physical evidence through measurement system data and daily sampling results.

Built for the Engineers Who Keep the Factory Running.

Process Engineer

Stop spending your shift hunting through machine data. SpindAI tells you exactly where to look.

Quality Engineer

Root cause assistance that guides you to the answer with confidence — like having your most experienced colleague on every shift.

SpindAI Takes Care Of The Quality. So You Can Focus On Growth.