SigmaForge
Solutions

QualityDefects reach the customer and we find out late.

Control charts that say whether the process changed, and a control plan that holds the fix.

How it works

Quality, on the real screen

The question is never "is this number bad", it is "did the process actually change". Control charts answer that with limits computed from the data rather than typed in, and capability studies say whether the process can meet the specification at all. 28 of the 32 analyses compute their figures in a deterministic engine, so the numbers do not move if the model is having a bad day.

Lives at /dataforge once you are signed in.

sigmaforge.ai/dataforge
DataForge yield chain for a server mainboard burn-in process: first-pass yield by step, rolled throughput yield of 89.48%, and the burn-in cycle flagged as 55% of the total loss.
Product screen, demo dataWhere the yield goes, step by step

In the box

What is in the box, and what you leave with

Only features verified in the product are listed here.

What is in the box

  • Control charts: I-MR, X-bar R, EWMA, CUSUM, attribute
  • Process capability, including non-normal
  • Sigma metrics and rolled throughput yield
  • FMEA and control plan templates
  • Free Cpk calculator

What you leave with

  • A chart with limits you can defend
  • A capability figure and what it means
  • An FMEA and a control plan
  • A reaction plan for when it drifts

Further in

The fix, held by a control plan with a reaction plan

A saved DocuForge control plan inside an enterprise project, with each process step, its control method and its reaction plan.

sigmaforge.ai/docuforge
A saved DocuForge control plan inside an enterprise project, with each process step, its control method and its reaction plan.
Product screen, demo data

The agents

The agents that do this work

Each tile is that agent's own screen. Open one to see what it takes in and hands back.

Product screen, demo data

The method

How the work is done

  • DMAIC

    Define, measure, analyze, improve, control, with a gate between each.

    • Project workspace
    • Five tollgates
    • Charter template
    • Capability study
    • Control plan
  • Root cause analysis

    Get past the symptom to the thing that is actually causing it.

    • Fishbone
    • Five whys
    • Pareto
    • Multi-vari study
    • Regression

Quality

See it on your own data

Thirty minutes. Bring a spreadsheet, and leave with the analysis and the documents it produced.