Quality and compliance: running the quality system and proving compliance, without spending the day gathering evidence.
Quality checks that what leaves the workshop matches what was promised, and can prove it to a customer, an auditor or an authority. Its time often goes on collecting: finding a record, chasing a corrective action, updating a procedure, preparing an audit. Automation gathers that evidence as work goes on and gives quality back the time to analyse.
The role
Between production, suppliers, customers and the authorities.
Quality runs the quality system: procedures, control plans, non-conformances, corrective actions, audits, complaints and, in regulated sectors, deviations, change control and batch records. It arbitrates between production pace and the compliance requirement, and it is the one called when a customer complains or an auditor arrives. In a mid-sized company, a few people often cover several sites and several standards at once.
Day to day
A typical day.
- MorningReview the non-conformances and deviations opened the day before, and decide what happens to products on hold.
- MorningCheck inspection results and certificates for the day’s receipts before they go into stock.
- MiddayInvestigate customer complaints: find the batch, the inspections and the product history.
- AfternoonChase the owners of corrective actions and 8Ds whose deadline is approaching.
- AfternoonRevise a procedure or work instruction, have the new version approved and train the teams concerned.
- End of dayPrepare the next audit, customer, certification or inspection, and gather the evidence requested.
The objectives
What the role is measured on.
- Open non-conformances and their age
- Corrective action closure time
- Customer complaints
- Scrap and rework rate
- Audit results
- Batch release lead time
Indicators are named, never quantified: levels depend on each company, and the diagnostic measures them.
Day to day
The problems that come up most.
Scattered evidence
Inspection records, paper sheets, e-mails, spreadsheets, quality software: every audit begins with a hunt for documents.
Corrective actions that never close
8Ds and CAPAs are opened carefully then followed by chasing, and the effectiveness of actions is rarely checked.
Complaints that take long to investigate
Finding the batch, its inspections, its materials and similar cases takes longer than analysing the cause.
Documentation that ages
Procedures and work instructions change, but the version posted in the workshop is not always the right one.
Batch records to read line by line
Before release, record review ties quality up in repetitive checks, at the expense of the real anomalies.
Several standards to maintain
ISO 9001, GMP, customer and distributor requirements: the same evidence must be presented in different forms.
By sector
One role, several realities.
- Fashion and luxury
Piece-by-piece inspection in workshops and at contract makers, quality of leathers, metals and stones, material compliance with chemical restrictions, and customer complaints that go straight to the house’s image.
- Cosmetics and beauty
Cosmetic good manufacturing practice, release testing of bulk and finished products, product information file maintained with regulatory affairs, cosmetovigilance and distributor complaints.
- B2B distribution and wholesale
Supplier and private-label quality, specifications, inspection on receipt, factory audits, product recalls and withdrawals to run quickly with stores and customers.
- Industry
ISO 9001 certification and sector standards, control plans, 8Ds required by customers, product and process FMEA, supplier qualification and metrology.
- Pharma and healthcare
Pharmaceutical quality system under GMP: deviations, CAPA, change control, product quality review, batch record review; release remains the responsibility of the qualified person (in France, the responsible pharmacist or their deputy).
What changes
Automate the task, keep the judgement.
What gets automated
- 8D and CAPA workflow tracked in a single tool, with reminders to owners and the effectiveness check scheduled from the outset.
- Complaint file pre-assembled by a connected tool: batch, inspections, materials, shipments and similar cases brought together.
- Review of batch records by exception: a tool checks completeness and out-of-limit values, and presents only the variances to quality.
- Document control with the right version delivered to the workstation and reminders for read-and-understand training.
- Audit preparation: evidence gathered by requirement of the standard, and reports pre-drafted by an AI agent from the findings entered.
What stays human
- The decision on the product: accept, grant a concession, rework, scrap and, in pharmaceuticals, release by the qualified person.
- Root cause analysis and the choice of corrective actions.
- Relations with customers, auditors and the authorities.
Use cases
How to automate, case by case.
Each case starts from a question leadership teams ask. The starting point, what gets automated, the tools involved, and what stays in the teams’ hands.
How do you automate the tracking of 8Ds and CAPA actions?
- Today
- 8Ds requested by customers and internal CAPAs are opened in a spreadsheet or in separate documents. Owners receive their actions by e-mail, quality chases by hand, and checking the effectiveness of actions is often forgotten once the action is declared done.
- What gets automated
- Each 8D or CAPA is opened in a single workflow, linked to the originating non-conformance, complaint or deviation. Actions are assigned with their deadline, reminders go out on their own, and an effectiveness check is scheduled from the outset. An AI agent gathers the facts and similar cases to prepare the first steps of the report.
- What stays human
- Root cause analysis, the choice of actions and closure remain with quality and the designated owners.
- Quality software
- AI drafting agent
- Messaging
- Business intelligence (BI) tool
How do you automate deviation management in pharmaceutical production?
- Today
- A deviation found in production is reported on a form, then investigated by quality, which collects records, statements and equipment data. Classification, impact on the batch and the link with CAPAs are discussed by e-mail, and the batch stays on hold.
- What gets automated
- The report automatically picks up the batch, step, equipment and production order concerned. The tool gathers the relevant records, proposes a classification according to the site’s criteria and finds similar past deviations. The investigation, impact assessment and associated CAPAs are tracked in the same file, with audit trail and electronic signatures.
- What stays human
- Final classification, the impact assessment on the batch and approval remain with quality assurance, within the GMP framework.
- Quality software
- MES
- LIMS
- AI agent
How do you automate batch record review before release?
- Today
- Before each release, quality reads the batch record page by page: signatures, values, process times, laboratory results, deviations. This repetitive review ties up experienced people and delays making batches available.
- What gets automated
- Data from the electronic batch record or the MES, the LIMS and the quality software is checked automatically: completeness, values within limits, deviations closed, pending changes on the product. Quality receives a review-by-exception file showing only the variances and their justifications. The batch status is updated in the ERP after the decision.
- What stays human
- Certification and release of the batch remain the responsibility of the qualified person (in France, the responsible pharmacist), who signs.
- MES
- LIMS
- Quality software
- ERP
How do you automate the ISO 9001 internal audit programme?
- Today
- The internal audit programme lives in a spreadsheet, auditors receive their checklists by e-mail and write their reports in separate documents. Findings are then copied into action tracking, and some processes slip through the programme from one year to the next.
- What gets automated
- The programme is built from the process map and the history of findings, and the tool flags processes that have not been audited. Auditors enter their findings on a tablet, linked to the requirements of the standard; an AI agent drafts the report from these findings. Nonconformities directly open corrective actions, tracked until closed.
- What stays human
- The choice of audit priorities, the grading of findings and the management review remain with the quality manager.
- Quality software
- Mobile field app
- AI drafting agent
- Business intelligence (BI) tool
How do you automate the handling of customer quality complaints?
- Today
- The complaint arrives through customer service, a sales rep or an e-mail from the customer, with photos and a batch number that is sometimes wrong. Quality finds the batch, its inspections and its shipments across several tools, then writes the reply; similar complaints are not matched.
- What gets automated
- An AI agent reads the complaint, extracts the product, batch, defect and customer, and checks the batch against shipments. The file automatically gathers inspections, materials and similar complaints, and proposes a defect category. The reply to the customer is prepared from the validated analysis, and trends by product feed the indicators.
- What stays human
- The analysis, any commercial gesture and the reply sent to the customer remain with quality and customer service.
- AI agent
- ERP
- Quality software
- Ticketing tool
How do you automate quality document control?
- Today
- Procedures, work instructions and guidelines are written in documents, approved by e-mail and printed for the workshop. Obsolete versions stay posted, and proof that operators have read the new version is missing at audit.
- What gets automated
- Each document follows a drafting, review and approval workflow, with its revision dates. On approval, the new version replaces the old one at workstations and on tablets, and the people concerned receive a read-and-acknowledge request, which is traced. An AI agent flags documents that contradict each other or cite a withdrawn version.
- What stays human
- The content of procedures and their approval remain with process owners and quality.
- Document management software
- Quality software
- AI agent
- Training management tool
How do you automate calibration tracking for measuring instruments?
- Today
- The instrument fleet is tracked in a spreadsheet: calibration dates, providers, certificates. An out-of-date instrument can stay at the workstation, and when a calibration reveals drift, finding the batches measured with that instrument is laborious.
- What gets automated
- Each instrument has its record, its assignment and its interval; upcoming calibrations are scheduled and shipments to the provider prepared. Certificates received are read and attached, and an out-of-tolerance result triggers an alert. The tool then finds the inspections and batches measured with the instrument since the last compliant calibration.
- What stays human
- Assessing the impact of drift on products already delivered remains with quality.
- Metrology software
- CMMS
- AI agent
- MES
How do you automate checking supplier certificates of analysis on receipt?
- Today
- Each material receipt arrives with a certificate of analysis as a PDF. Quality compares it with the specification by eye, value by value, before releasing the material in the ERP; receipts wait when quality is away.
- What gets automated
- An AI agent reads the certificate, extracts the batch, parameters and results, and compares them automatically with the material specification. Compliant certificates are proposed for release, and variances, missing parameters or batches inconsistent with the delivery note are flagged. Results build up by supplier to monitor their consistency.
- What stays human
- Quality decides on material release and on the tests to carry out in-house.
- AI agent
- ERP
- LIMS
- Supplier portal
How do you automate the annual product quality review?
- Today
- The product quality review is prepared by compiling, for each product, the batches made, results, deviations, changes, complaints and stability. Data comes from several systems and the compilation keeps quality busy for a long time at each deadline.
- What gets automated
- Each product’s data is extracted continuously from the MES, the LIMS, the quality software and the ERP, with trends calculated over the period. A tool produces the file in the expected format, with trend charts and the list of events. An AI agent drafts a first summary of trends and points of attention.
- What stays human
- The conclusions of the review and the actions decided remain with quality assurance and the qualified person.
- LIMS
- MES
- Quality software
- Business intelligence (BI) tool
- AI drafting agent
How do you automate a batch recall or withdrawal?
- Today
- When a recall is decided, quality, logistics and customer service urgently draw up the list of customers delivered, stock by warehouse and contacts to notify. Notifications go out one by one, and returns are tracked in a spreadsheet.
- What gets automated
- Starting from the batches concerned, the tool produces the list of shipments, customers and stock by location, and blocks the batches in the ERP and the WMS. Notifications to customers and distributors are prepared from approved templates, and acknowledgements and returns are tracked until fully settled. A recall report is produced for the authorities and management.
- What stays human
- The recall decision, its scope and dealings with the authorities remain with management and quality.
- ERP
- WMS
- Messaging
- Business intelligence (BI) tool
Questions from the teams
What teams look to improve.
- How do you automate a quality department?
- By starting with the workflows that come round every week: non-conformances, corrective actions, complaints, receipts, audits. Each one can be described simply, with its steps, its owners and its evidence. A tool connected to the ERP and the quality software picks up data already entered, sends reminders and gathers the evidence. Quality keeps the decisions and the analysis.
- Do you need quality software to automate?
- Not necessarily at the start. Many mid-sized companies run their quality system across spreadsheets, shared documents and the ERP. Automation can connect these sources and structure the workflows; when volume or the standard requires it, quality software becomes the foundation, and the rest plugs into it.
- Can AI write an 8D?
- It can prepare the ground: gather the facts, find similar cases, propose a structure and a first draft of the descriptive steps. Root cause analysis, the choice of actions and approval remain with the quality team and the designated owners.
- How do you stay ready for an ISO 9001 audit at all times?
- By linking each piece of evidence to the requirement it covers at the moment it is produced: management review, indicators, internal audits, corrective actions, training. A dashboard shows requirements with no recent evidence, and the audit is prepared by exception rather than by collection.
- Can batch release be automated in pharmaceuticals?
- The preparation, yes; the decision, no. A tool can check the completeness of the batch record, the laboratory results, closed deviations and pending changes. Certification and release remain the responsibility of the qualified person (in France, the responsible pharmacist), who signs.
- How do you guarantee data integrity in an automated tool?
- By applying the rules for regulated computerised systems: named access, audit trail, time-stamping, electronic signatures where required, backups and documented validation. Automation is designed for these requirements from the start, with quality assurance.
- How do you handle customer complaints together with customer service?
- By sharing a single file: customer service records the complaint, quality investigates it, and everyone sees its status. Replies to the customer are based on the analysis validated by quality, and recurring complaints feed the indicators.
- How do you connect quality with suppliers?
- Through a portal or a structured workflow: supplier claims, 8D requests, certificates of analysis, audit results and ratings. Exchanges are traced and reminders go out on their own, and purchasing sees the quality performance of each supplier.
02 — Getting started
Describe what’s holding your teams back.
A first conversation to qualify your need. Then a scoped diagnostic: the scope, the solution, the estimate.
Discuss your projectReply within 48 business hours.