Quality Monitoring for APQP Programs & Document Work
Get operational visibility into projects, document generation, and AI Assessment findings—so quality leaders see what is blocked, what is ready, and what needs remediation before PPAP.
Available today: project/program dashboards and visibility into Generate + Assess activity. Plant-wide escape tracking, SPC overlays, statistical anomaly detection, and a formal audit-readiness score are Coming soon.
Key Capabilities
Capabilities marked Available today ship in AIPQP now. Coming soon items are on the roadmap and labeled clearly.
Program & Project Dashboards
Available todaySee APQP projects and part workspaces at a glance—what is in progress, what documents exist, and where teams are focused.
Generate & Assess Activity
Available todayTrack document generation and assessment outcomes so leadership knows which artifacts are draft, reviewed, or still failing completeness checks.
Open Findings Visibility
Available todaySurface assessment findings that still need remediation before gate or Package readiness—without waiting for a weekly spreadsheet roll-up.
Escape Tracking
Coming soonCustomer escape tracking with full process traceability is on the roadmap, not a shipping Monitor widget today.
SPC & Anomaly Detection
Coming soonStatistical process control overlays and automated anomaly detection across plant data streams are planned for a later release.
Audit Readiness Score
Coming soonA single numeric audit-readiness score across documentation, CAPA, and supplier coverage is Coming soon. Today, use assessment results and package completeness as practical readiness signals.
Built for quality visibility over live APQP work
- Quality managers tracking Generate/Assess progress across programs
- APQP leads who need a single view of document and finding status
- Operations leaders watching open remediation before customer gates
- Program managers preparing PPAP packaging with fewer surprises
- Teams that want honest dashboards for modules that ship today—plus a clear roadmap
How AI improves monitoring today
- Turns AI Assessment findings into visible remediation queues instead of buried comments
- Keeps dashboard context tied to the same projects and parts used in Generate and Package
- Highlights incomplete document sets before they become PPAP delays
- Helps leadership ask better questions: which programs have open critical findings?
How it works
Step 1
Connect program work
Use projects and parts already running Generate and Assess workflows.
Step 2
Review dashboards
See status across programs, documents, and open assessment findings.
Step 3
Drill into gaps
Open the related document or assessment to understand what failed.
Step 4
Remediate in-product
Fix in AI Generation or continue assessment until findings clear.
Step 5
Advance to Package
Move validated evidence into PPAP packaging when readiness is real.
Frequently Asked Questions
Is Monitor a full plant quality BI suite today?
No. Today Monitor focuses on APQP program and Generate/Assess visibility. Plant KPI BI, escape tracking, SPC, and anomaly detection are labeled Coming soon so buyers are not misled.
What can I monitor right now?
Project/program status, document generation activity, and AI Assessment findings that still need action—connected to the same digital thread as Package.
Do you have an audit readiness score?
A formal composite audit-readiness score is Coming soon. In the meantime, assessment scores and PPAP package completeness are the practical readiness indicators.
How does this help IATF management review?
You can export and discuss Generate/Assess evidence and open findings as inputs to management review. Broader enterprise KPI packs remain on the roadmap.
Want visibility without dashboard fiction?
Start with live Generate + Assess monitoring, and talk to us about roadmap BI modules.
Ready to transform your APQP process?
Partner with AIPQP to boost productivity, quality, and competitive edge. Start a free trial, explore documentation, or log in to your workspace.