Camera Inspection1 packaging anomaly detectedREVIEW
AI Count: 248 / 250
Calibration due in 5 days
Complaint traced to Batch FG-8821
Why Connected Quality Matters
Quality Shouldn’t Live in a Separate Spreadsheet.
When QA is disconnected from suppliers, production, inventory and customer feedback, teams see the defect but lose the reason behind it. Cyclomax keeps the complete quality story connected.
Before Production
Know supplier history, inspect incoming material and block non-conforming stock before it reaches production.
During Production
Run stage-wise quality checks with machine, line, operator, IoT and batch context attached to every result.
After Delivery
Turn returns and social-media complaints into traceable QA investigations, root-cause analysis and CAPA.
End-to-End Quality Lifecycle
Control Quality From Incoming Material to Customer Complaint.
One quality record can follow the product from the supplier gate to production, finished-goods release and the customer experience.
01
Supplier Quality
Qualification, audits, performance and status.
02
Incoming QC
Raw and packing material inspection.
03
In-Process QA
Stage, line, machine and batch checks.
04
Finished QA
Final inspection, release or hold.
05
NCR / Rework
Control non-conformance and retesting.
06
CAPA
Root cause, action, ownership and closure.
07
Complaint / Return
CRM, sales return and quality investigation.
08
Quality Intelligence
KPIs, cost, trends and AI insight.
Quality Capabilities
One QA Platform. Every Quality Control Point.
Click any capability to explore how it connects with the rest of the Cyclomax ERP ecosystem.
Incoming Material QC
Control raw-material and packing-material acceptance before stock enters the usable inventory.
Raw material and packing material inspection
Supplier-linked quality specifications
Batch/lot and supplier reference tracking
Pass, fail, hold and quarantine status
Certificates, photos and result attachments
Connects Procurement, Supplier Management, Inventory and Accounts for rejected-material impact.
Incoming Material QC
Control raw-material and packing-material acceptance before stock enters the usable inventory.
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In-Process Quality
Put quality checkpoints inside production instead of waiting for final inspection.
Stage-wise and department-wise inspections
Machine/line/operator/batch linkage
Parameter limits, tolerance and sampling
Hold before movement to the next stage
IoT and machine-generated quality readings
Connects Manufacturing, IoT, WIP, Rework and Production Traceability.
In-Process Quality
Put quality checkpoints inside production instead of waiting for final inspection.
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Finished Goods QA
Release only approved finished output into inventory and dispatch.
Finished-batch inspection
Packing and label checks
QA hold/release workflow
Retest and rework handling
Final certificates and evidence
Connects Production, Inventory, Sales Orders, Dispatch and Accounts.
Finished Goods QA
Release only approved finished output into inventory and dispatch.
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Sampling & Lab Results
Manage full inspections or structured sample-based quality testing.
Sampling rules and sample-size control
Random and batch-wise samples
Multiple test results per sample
Lab result entry and report uploads
Automatic pass/fail against tolerance limits
Connects product specifications, QA templates, lab evidence and batch history.
Sampling & Lab Results
Manage full inspections or structured sample-based quality testing.
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NCR & CAPA
Move from identifying a defect to fixing the root cause and preventing recurrence.
Non-conformance reports and quarantine
Root-cause analysis
Corrective and preventive actions
Responsible person, due date and escalation
Closure approval and complete history
Links issues to supplier, material, batch, machine, line, department and operator.
NCR & CAPA
Move from identifying a defect to fixing the root cause and preventing recurrence.
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Supplier Quality
Use supplier quality history as an input to procurement decisions.
Supplier qualification and approval
Supplier audit planning and scoring
Corrective action requests
Rejection and incoming-defect trends
Approved, conditional and blocked status
Connects Supplier Management, Procurement, Incoming QA and purchase decisions.
Supplier Quality
Use supplier quality history as an input to procurement decisions.
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Complaint Quality Investigation
Turn customer complaints into traceable quality investigations.
Complaint category and severity
Customer, invoice, delivery and batch linkage
Sales-return quality inspection
Root cause, CAPA and resolution tracking
Repeat-complaint and customer history analysis
Connects Omnichannel CRM, Sales Returns, QA, Manufacturing and Customer Follow-up.
Complaint Quality Investigation
Turn customer complaints into traceable quality investigations.
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Calibration Control
Protect quality decisions by controlling the instruments used to measure them.
Instrument and measuring-equipment master
Calibration schedules and due alerts
Calibration certificates and history
Expired/blocked instrument control
Repair, cost and responsible-person tracking
Connects QA tests, Maintenance, Asset Management and audit evidence.
Calibration Control
Protect quality decisions by controlling the instruments used to measure them.
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Quality Documents & Standards
Keep every specification, test method and QA instruction current and approved.
QA manuals, SOPs and test methods
Product specifications and certificates
ISO-related document control
Version, approval and effective-date control
Role-based access and revision history
Links approved standards directly to products, suppliers, processes and QA tests.
Quality Documents & Standards
Keep every specification, test method and QA instruction current and approved.
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AI & Computer Vision QA
Use cameras, CCTV, images and IoT signals to automate quality inspection where appropriate.
Object/item counting
Visual defect detection
Dimension/measurement checks where technically feasible
Label, packaging, color and shape verification
Human review before final approval where required
Connects camera feeds, IoT, QA rules, exception workflows and audit evidence.
AI & Computer Vision QA
Use cameras, CCTV, images and IoT signals to automate quality inspection where appropriate.
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Quality KPIs & Cost
Turn quality results into management-level action and financial visibility.
Pass/fail and rejection trends
First-pass yield and rework rate
Scrap and quality-loss analysis
CAPA and calibration status KPIs
Quality cost by product, supplier, factory, line or machine
Connects QA, Manufacturing, Supplier Management, Accounts and BI dashboards.
Quality KPIs & Cost
Turn quality results into management-level action and financial visibility.
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Traceability & Audit
Trace every quality decision from customer complaint back to the source.
Forward and backward batch traceability
User/date/time audit trail
Controlled overrides and correction workflows
Inspection evidence and approval history
Complaint → batch → production → supplier traceability
Connects all quality transactions into one defensible audit chain.
Traceability & Audit
Trace every quality decision from customer complaint back to the source.
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Inspection + Evidence
Every Inspection. Every Evidence. Every Decision.
Define quality parameters, sampling rules, tolerances and approval logic by material, product, supplier or production stage — and keep the proof attached to the result.
QA Template · v3
Quality Parameter & Specification Control
Use numeric, text and checklist parameters, mandatory/optional points, sampling frequencies and version-controlled QA templates.
Parameter
Target
Tolerance
Result
Weight
500 g
± 5 g
PASS
Dimension
120 mm
± 1 mm
REVIEW
Visual Finish
Approved Ref.
No defect
PASS
Batch Label
Matched
Exact
PASS
Evidence locked
Evidence-Based QA
Attach the actual evidence behind the decision and preserve it in the inspection history.
Photos & Images
Defects, samples, packaging and visual evidence.
Lab / Result Reports
PDFs, certificates and external test results.
Camera / CCTV
Inspection evidence and AI-assisted detections.
IoT Measurements
Machine and sensor values captured into QA.
Controlled Override
Reason + approval when a result is overridden.
Retest History
First test, rework, retest and final decision.
AI + Computer Vision Quality
From Camera Feed to QA Decision.
Cyclomax can connect cameras, CCTV feeds, images and IoT data with custom AI workflows to automate inspection tasks where technically appropriate.
Count Automatically
Object, item and pack counts from camera feeds.
Detect Defects
Visual anomalies, missing parts, wrong parts or surface issues.
Measure & Compare
Dimension or feature checks where the imaging setup supports reliable measurement.
Verify Packaging
Label, color, shape, position and approved-reference comparison.
AI Inspection Preview
AI QUALITY CAMERA · LINE 02248 PASS · 2 REVIEW
Camera / CCTV→AI Count / Detect / Measure→Compare Against Standard→Exception→Human Review→QA Result
QA action raised · Pack 05Packaging anomaly → Human reviewREVIEW
QA action raised · Pack 10Label position mismatch → Human reviewREVIEW
Non-Conformance + CAPA
Find the Issue. Fix the Cause. Prevent It From Returning.
Move from a failed inspection to root cause, corrective action, preventive action and verified closure without losing the links to the source transaction.
Non-Conformance→Hold / Quarantine→Root Cause→Corrective Action→Preventive Action→Verify & Close
Ownership
Assign the responsible person, team or department with target dates.
Escalation
Escalate overdue actions through configured approval and management levels.
Evidence
Attach photos, reports, certificates, comments and corrective evidence.
Source Link
Link the issue to supplier, material, batch, machine, line or operator.
Supplier Quality Management
Buy From Suppliers You Can Trust — With Quality Data to Prove It.
Qualification, audits, rejection trends, corrective actions and supplier quality KPIs can feed directly into procurement decisions.
Qualify & Approve
Supplier qualification, audit checklists, scoring and approved/conditional/blocked status.
Track Quality History
Incoming defects, rejection reasons, certificates, corrective actions and recurring issues.
Improve Purchase Decisions
Procurement teams can see the supplier’s quality performance alongside commercial information.
Supplier Scorecard
Incoming Pass Rate
96%
Supplier Audit Score
92
Reject Rate
2.8%
Supplier Status
Approved
ApprovedConditionalBlocked
Omnichannel Complaint → QA
Turn Every Customer Complaint Into a Quality Action.
Cyclomax CRM can bring complaints from social media and other customer channels into the same complaint-management workflow, then route quality-related cases into QA investigation.
Social MediaWebsiteEmailPhone / ServiceSales ReturnCRM Entry
1. Omnichannel CRM captures the complaint
2. Customer / invoice / delivery / batch is linked
3. QA investigates product, process and production history
Combine supplier results, inspection data, production quality, complaints, CAPA, calibration and quality cost into one management view — with AI-generated insights where required.
Quality Management View
First Pass Yield
97.8%
Finished Reject
1.9%
Rework Rate
3.4%
Open CAPA
06
Calibration Overdue
02
Supplier Quality
92%
Incoming Pass
95%
In-Process Pass
88%
Finished Goods Pass
97%
AI Quality Insight● Updated
Connected Quality Ecosystem
Quality Connected Across Every Department.
QA becomes more powerful when the source data and the business impact remain connected.
Procurement
Supplier Management
Inventory / Warehouse
Manufacturing
Maintenance / Assets
Omnichannel CRM
CYCLOMAX QUALITY
CORE
Sales Returns
Accounts / Quality Cost
IoT / Machine Data
CCTV / Cameras
BI / Dashboards
External Labs / APIs
Governance + Audit
Every Quality Decision. Controlled, Evidenced and Traceable.
Control who can inspect, hold, release, override and close quality transactions — and preserve the complete chain behind every decision.
Role-Based Authority
Access and approval by product, test, severity, factory, department or responsibility.
Hold & Release Control
Only authorized users can move quarantined or held materials and batches.
Controlled Overrides
Require a reason, approval and audit history when a result is overridden.
No Silent Deletion
Use controlled correction/reversal workflows for approved quality transactions.
Evidence Trail
Photos, reports, certificates, IoT readings, comments and approvals stay with the record.
Your QA Process Shouldn’t Have to Adapt to Generic Software.
Cyclomax can configure inspection templates, workflows, approvals, evidence, AI models, device integrations and reporting around the client’s actual quality environment.
Full Source-Code Handover
Customer-controlled deployed solution for internal business use.
No Per-User Licence Fees
Scale users around infrastructure and operational requirements.
Flexible Deployment
AWS/cloud, local or hybrid infrastructure depending on the project.
Optional AMC
Continue with Cyclomax support or your own IT team after implementation.
Cyclomax Difference
Built for Your Business. Owned by Your Business.
The Quality module can be part of the wider Cyclomax ERP or implemented around the specific process scope, with integrations to the operational systems that quality depends on.
Cyclomax maps the client’s real QA flow, configures the solution, validates it with users and expands module-by-module rather than forcing a fixed generic template.
Step 01
Requirement Study
Map quality checkpoints, documents, approvals, devices and reporting requirements.
Step 02
QA Process Design
Define specifications, sampling, NCR/CAPA, supplier, complaint and calibration flows.
Step 03
Prototype + UAT
Validate department-level workflows with actual users and realistic transactions.
Step 04
Integrate + Improve
Connect ERP modules, IoT/camera systems, AI and reporting, then refine from feedback.
Enterprise Quality Control
Deep Quality Control Without Losing Flexibility.
20+ Years
Business software and implementation experience since 2005.
1 Quality Chain
Supplier, production, QA, complaints, CAPA and evidence connected.
AI + Human
Automate inspection where useful while keeping controlled human approval.
Build Quality Into the Operation
See How Cyclomax Can Model Your Quality Process.
From incoming inspection and production QA to CCTV-based AI inspection, CAPA and customer complaints, Cyclomax can connect the entire quality lifecycle around your actual workflow.
