AI workspace for manufacturing quality teams.Answer Every Quality Problem With the Evidence.
Docsbench AI agents work through your inspection records, process data, certificates, and control documents, separate facts from hypotheses, and build the 8D reports, PPAP packages, procedure changes, and food-safety plan updates your customers and auditors expect.
Bring inspection exports, NCRs, process data, certificates, maintenance logs, the PFMEA, the control plan, procedures, and your customers’ templates into one project. Docsbench’s agents read across all of it, so the evidence for each investigation and submission is in one place, with every record’s ID, lot, and revision kept.
Classification
Put the Whole Quality Record in Order.
Complaints, NCRs, inspection results, and returns. Docsbench applies your defect and cause codes, keeps each record’s lot, part, and revision, and sets aside what it can’t place for your review. A year of inconsistent entries becomes a quality record you can trend and investigate.
Complaint Log · Coded.xlsx
684 complaints651 coded to defect and cause33 to review
Defect: AppearanceCause: Colorant lot (proposed)Lot 8790Coded
“Housing won’t latch on our line”
Defect: ?Cause: ?Lot 8835Needs review
Analysis
Separate Facts From Hypotheses.
Compare suspect lots with good ones, line up process data, certificates, and maintenance against the timeline, and check the PFMEA and control plan against what happened. Docsbench marks what the records prove and what is still a hypothesis, so a plausible cause is never written up as a verified one.
Investigation Report.docx · Findings
Porosity rejects: 4.1% on Furnace 2 against 0.6% on Furnace 1
Furnace 24.1%
Furnace 10.6%
X-ray inspection export, Q3
Furnace 2 maintenance log
Alloy certificate H-2291
Shortened degassing timeUnverified
Revision
Rewrite the Investigation When the Evidence Changes.
A retest passes. A new lot fails. The customer asks for more. Tell Docsbench what changed and which documents to update. It revises the cause matrix, the report, and the actions, and keeps the earlier evidence in the record, so the investigation shows how you got to the answer.
Retest: sample 7 within specification3 files updated
Evidence and Cause Matrix.xlsx
Contaminated resin lotLikelyRuled out
Investigation Report.docx · D4
The retest of sample 7 met specification, so resin contamination is ruled out as the cause.
Investigation Report.docx · D5
Quarantine resin supplier lot R-77OpenWithdrawn
Built for Every Quality Deliverable.
Investigations, customer submissions, procedure changes, and food-safety plans each start from different records and end in a different package. Choose your work.
Investigate Every Nonconformance With the Full Record.
“Pull every NCR on the gearbox housing line from the last 12 months, group them by defect and cause code, and show which CAPAs reopened.”
“Build the effectiveness review for CAPA-0318 against its acceptance criteria, using the 90 days of inspection data since the fix.”
“Draft the 5-Why and corrective action response for the supplier escape in the customer’s template, with the evidence for each why.”
Spend less of each investigation assembling records and more of it on the floor proving the cause.
Evidence and Cause Matrix.xlsx.xlsx
5 candidate causes
1 verified · 3 ruled out · 1 open
Quality Review Deck.pptx.pptx
CAPA status
14 open · 3 overdue
Investigation Report.docx · Effectiveness.docx
Gearbox housing · porosity
CAPA-0318: 0 recurrences in 90 days
Criteria met
Fix in place70Defects per 1,000 parts, by week
Illustrative example · fictional parts and figures
Word.docx
Investigation Report. The problem, containment, verified cause, actions, and effectiveness evidence, in the customer’s template.
Excel.xlsx
Evidence and Cause Matrix. Every record, every candidate cause, and what each record proves or rules out.
PowerPoint.pptx
Quality Review Deck. Open investigations, CAPA status, and recurring failure modes for management review.
Assemble the PPAP Package Without the Chase.
“Check the PFMEA, control plan, and process flow for the new bracket against each other, and list every characteristic that doesn’t line up.”
“Index our PPAP elements against the customer’s requirements checklist, and show which evidence is missing or out of date.”
“Build the first-article package from the inspection export, material certs, and the ballooned drawing PDF, and flag every characteristic out of tolerance.”
Turn weeks of gathering and cross-checking into a package your engineers review, not rebuild.
First-Article Discrepancy Report.docx.docx
212 characteristics
209 in tolerance · 3 out
Submission Summary.docx.docx
Bracket 6630-B
Contents, open items, deviations
Submission Index and Cross-Reference.xlsx.xlsx
PPAP Level 3 · 18 elements15 complete · 3 open
Design records
Complete
Process flow diagram
Complete
PFMEA
Mismatch
Control plan
Mismatch
Dimensional results
Complete
Material test results
Expired cert
Illustrative example · fictional parts and figures
Excel.xlsx
Submission Index and Cross-Reference. Every required element, its evidence, and where the PFMEA, control plan, and flow disagree.
Word.docx
Submission Summary. The package contents, open items, and deviations for the customer.
Word.docx
First-Article Discrepancy Report. Every characteristic outside tolerance, with its measurement and drawing reference.
See Every Document a Process Change Touches.
“Redline SOP-114 for the new cleaning agent, and list every work instruction, form, and training record it affects.”
“Compare the approved change request with the current PFMEA and control plan, and draft the updates to both.”
“Build the change impact register and a training matrix for the operators on all three shifts.”
Make sure a change reaches every document it touches, without days of searching the document system by hand.
SOP-114 Redline.docx.docx
5.3 Cleaning agent
Replace solvent A with aqueous cleaner B.
Change Briefing.pptx.pptx
All three shifts
A new cleaning agent.
Change Impact Register.xlsx.xlsx
SOP-114 rev D → rev E11 documents · 46 operators to train
Document
Affected by
Owner
WI-114-03
Line clearance
Prod. lead
WI-114-07
Parts washer setup
ME
F-221
Cleaning log form
Quality
PFMEA 2210
Residue failure mode
Quality
Illustrative example · fictional parts and figures
Word.docx
Procedure Redline. The revised procedure with every change marked for approval.
Excel.xlsx
Change Impact Register. Every affected document, form, and training record, with its owner.
PowerPoint.pptx
Change Briefing. What changed, why, and what operators do differently.
Update the Food Safety Plan When the Process Changes.
“Compare the new almond flour supplier’s documents with our supplier approval requirements, and list what’s missing.”
“Update the hazard analysis and preventive controls sections for the new allergen line, and mark every change for the PCQI.”
“Review last quarter’s preventive control monitoring and verification records, and list any gaps or late sign-offs.”
Give your food-safety team the time for the hazard decisions, not the paperwork around them.
Hazard and Control Change Matrix.xlsx.xlsx
New allergen line
4 controls affected · 9 records
Verification Records Review.xlsx.xlsx
Q3 monitoring and verification
3 gaps · 2 late sign-offs
Food Safety Plan – Rev 9.docx.docx
For PCQI review · changes marked
6.2 Allergen preventive controls
Tree nut products run on Line 2 after the final shift only on dedicated Line 4.
Changeover verification uses visual inspection visual inspection and an allergen swab, recorded on form F-318.
Illustrative example · fictional parts and figures
Word.docx
Food Safety Plan Revision. Updated hazard analysis and preventive controls, every change marked for the PCQI.
Excel.xlsx
Hazard and Control Change Matrix. What changed, which controls it affects, and the supporting records.
Excel.xlsx
Verification Records Review. Monitoring and verification records by control, with gaps and late sign-offs.
Editable Word documents. Excel workbooks. PowerPoint decks. Open the files, check the work, and keep refining.
Docsbench assembles the evidence and drafts the documents. Your engineers investigate and approve, and your quality system issues and closes.
Does Docsbench decide the root cause?
No. It organizes the evidence, tests each candidate cause against the records, and marks what is proven and what is still a hypothesis. Your quality engineer verifies the cause and approves the corrective action.
Does it replace our QMS?
No. It works on exports and documents from your QMS, inspection tools, and MES. Controlled issuance, approvals, disposition, and closure stay in your quality system.
Can it work in our customers’ templates?
Yes. Upload the customer’s 8D, PPAP, or first-article template, and Docsbench drafts the deliverable in it and can edit existing files.
Can it read drawings and certificates?
It reads drawings, certificates, and test reports supplied as PDFs or images, alongside your other records. It doesn’t perform inspection or certify conformity.
Close Investigations, Not Paperwork.
Spend less time gathering records, cross-checking documents, and filling templates. Give your quality engineers more time on the floor, where causes are proven.