Lyron
Operations

Complaint Management Automation

Every report becomes a case file with a number, a deadline and a named owner – whether it arrives by email, over the phone or through a field rep. Goodwill, liability and recalls stay with a person.

Context

A complaint rarely arrives labelled as one

It turns up as a remark at the end of a phone call, as a photo sent to the engineer on site, as a comment made to the sales rep. Whoever takes it tries to sort it out themselves first – well meant, and often the right instinct. The matter only becomes a case once that attempt fails, and by then days have gone by, the customer has told the story three times, and nobody can say when the clock started.

The real difficulty is that a complaint is two procedures at once, and they pull against each other. Outwardly, speed counts: the customer wants to know today that someone owns this. Inwardly, evidence counts – the photo, the batch number, the delivery note, often the part itself – because otherwise nobody can establish afterwards where the fault came from. Resolve quickly with no evidence and you get a happy customer plus the same defect again next quarter; document thoroughly and you lose the customer's patience along the way.

So we build the case file and the deadlines first, and the message templates afterwards. A case file only works if it is the one place things live: for as long as half the arrangements still run directly between two inboxes, the record tells a story that is not true. For the first few weeks this costs your team more time than before, because even the call somebody would have dealt with in passing now has to be logged. The return arrives later and somewhere else: from the second quarter on you can put a number on which handful of causes produces the bulk of your cases.

Use cases

Which reports belong in the case file

We start with the complaint type that comes up most often and demands the clearest evidence. Further types later share the same deadlines and the same cause list.

Most common starting point

Transport and delivery damage

The most common starting point and the one with the clearest evidence: photo, delivery note, carrier. Miss one and the case stalls, so it is chased straight away.

Photo requiredDelivery noteCarrierClaim window

Defect notices after installation or service

In the trades a case ends not with a credit note but with a return visit. The deadline hangs on the appointment, not the amount.

Rework visitEngineer reportWarranty

Wrong items and short deliveries

Quantity, variant or colour do not match. Without order and delivery note side by side you cannot tell mis-picking from mis-ordering.

PickingSplit deliveryReturn

Disputed invoices and services

It is rarely the whole invoice that is disputed – usually one line. So the case attaches to the line item rather than the document; otherwise the half nobody argues about sits still as well.

Dunning holdCredit noteVariation

Safety-related reports

Injury, fire risk, an affected batch: what counts afterwards is who knew what and when. The case is minuted from the first minute, even when it turns out to be a false alarm.

Immediate escalationBatchRecall check

Complaints about service and appointments

No product defect, no cause code – but the same deadlines. Leave the category out and you lose exactly those cases from the analysis where nothing was broken.

Missed appointmentNobody called backGoodwill
Example

One quarter of causes and one single case

Frequency above, time below: which causes make up the bulk – and where in a single case the days actually go.

One quarter, 92 cases by cause

Cause recorded at closingCases · cumulative

  1. Transport damage 28 30 %
  2. Wrong quantity or variant 21 53 %
  3. Dimensions off in production 16 71 %
  4. Rework after installation 11 83 %
  5. Four causes, 83 % of all cases. What sits below the line costs handling time – what sits above it can be designed out.
  6. Expectation differs from data sheet 9 92 %
  7. Other, seven one-off cases 7 100 %

Case R-2481, one line out of the top bar

Received
Monday 09:12, email with two photos
Customer and order
Kranz Interiors · A-10744
Category
Transport damage, goodwill limit €500
Owner
Service, escalation to quality
StepTargetActualState
Acknowledgement sent to the customer 2 hrs4 min within target
Category, order and owner set 1 day11 min within target
Photos and delivery note complete 1 day3 days target missed
Checked with warehouse and carrier 2 days2 days within target
Replacement or credit note decided 1 day1 day approval
Customer informed, replacement ordered 1 day1 day within target
Cause code and corrective action 5 daysopen waiting on quality

Where the eight working days went

1 day intake 3 days waiting for photos 2 days checking 1 day approval 1 day replacement

Somebody worked on this case on four of the eight days. The longest gap was not a decision but a question: two photos were missing, the request went out on Monday and the customer replied on Thursday. Nobody sees that gap today, because it appears in no report.

within target a person decides cause of failure or missed target collected remainder

The bars at the top say what you should design out. The case file below says why it still takes so long. Getting both out of the same source is the real work – otherwise the cause sits on a quality sheet and the waiting time sits in an inbox.

The figures, categories and deadlines are a worked example, not a measurement. Your cause list comes out of your own cases; how long it may get is something we settle together after the first quarter.

How it works

From the report to a closed case

  • Take the report in, whatever the channel

    Email, web form, phone note and the engineer's photo become one case with one number. From that moment the attachments belong to the case, not to an inbox.

  • Attach customer, order and product

    Customer number, order or serial number pull in the delivery note, the invoice and the history. If that customer or product has come up before, the case is flagged.

  • Set category, deadline and owner

    Category and product decide who takes over and by when. Safety-related categories skip that rule entirely and go straight to quality and management.

  • Watch the deadlines and chase what is missing

    The acknowledgement goes out immediately; after that the automation watches the clock, not the quality of the answer. If photos or details are missing, the customer is chased instead of the case sitting.

  • Close with a cause and an action

    A case cannot be closed without a cause code and a corrective action. Together the two produce the quarterly analysis – the code on its own only says what happened, not what you changed as a result.

Impact

What changes day to day

Today

  • The case lives in the inbox of whoever took it
  • Photos, delivery note and agreement sit in three places
  • Ownership is established by asking around
  • The customer chases the deadline, not the system
  • Causes are free text rather than a category

With case files and deadlines

  • The case has a number and lives in one place
  • Attachments and order data hang off the same record
  • Category and product decide who owns the case
  • A missed deadline reports itself
  • Every closure carries a cause and a corrective action
Limits

What the automation does not take over

We settle these four points before quoting – on the first one the answer may well be that we tell you not to buy:

  • Below roughly twenty cases a month we advise against it. If you get a handful of complaints a quarter you know every one of them personally, and a case file for €1,490 replaces a memory that already works. The analysis needs volume too: with a dozen cases a year you cannot tell a pattern from a coincidence. Bring last year's case count to the intro call and we can settle this in five minutes.
  • We do not write the reply to the customer. Acknowledgements, status updates and appointment notices go out without anyone typing – and on a complaint that is a risk as much as a relief, because the message reaches someone who is in no mood for a circular. The sentence that wins an angry customer back belongs in no template. Replace it with one and you will hear about it in the replies.
  • Goodwill, liability and recalls are decided by a person – and the automation does not make that decision any quicker. It surfaces amounts, categories and repeat cases and requests an approval; if the approval sits for three days, the case sits for three days. In the example above that is the segment marked “1 day approval”. So what you get at first is not a faster procedure but visible waiting – and the longest waits are usually inside your own building.
  • A cause code is only as good as the discipline behind it. If “Other” is the fastest option at closing, it becomes the most common one, and the analysis only shows how busy everyone was. So we keep the list deliberately short and rework it with you after the first quarter. Whether it is maintained after that is decided by your management, not by the software.
Systems

Fits your service systems

Microsoft 365SharePointMicrosoft TeamsDynamics 365HubSpotJiraERP systemsn8n
Scope and price

Scope and price

The entry price covers one case flow with your categories, your deadlines and one cause list. What moves the price, we say before the quote.

from €1,490 one-off
  • One intake point for email, web form and phone notes
  • Case file with number, attachments and full history
  • Enrichment with customer, order and product data
  • Categories with owner, deadline and escalation level
  • Acknowledgement and status update to the customer
  • Cause codes and a Pareto view of the quarter
  • Documentation, handover session and 30 days of support

What increases the price

  • Connection to an ERP or stock system for order data
  • Supplier complaints handled in the same flow
  • Separate processes for several sites or brands
  • Customer portal with status lookup and photo upload
  • Evidence requirements from an ISO 9001 quality system

Connecting an ERP or stock system, supplier complaints and a customer portal typically land in the range of our Workflow Advanced package from €2,490. We quote the binding fixed price after the intro call.

All prices excl. VAT · operation and further development optionally via a support package

Included

What you get

  • Production case flow

    Set up from intake to closure and rehearsed with your most recent real cases

  • Category and deadline plan

    Which category leads to which owner, deadline and escalation – as a table you can change later

  • Cause list and quarterly analysis

    A list that can be filled in within seconds at closing, and the Pareto view built on it

  • Handover for service and quality

    How a case escalates, who approves goodwill and what happens when a safety-related report arrives

Questions & answers

Frequently asked questions about complaint management

Usually not. If you already run a CRM, a service desk or a list in Microsoft 365, we build the case file inside it and connect the channels to it. A new system is only worth it when what you have cannot hold attachments, deadlines or categories – we check that before anybody buys a licence.
Through a short form the colleague fills in during the call, or a voice note we pull the mandatory fields from. Four details are needed: customer, order, what is wrong, how urgent – the automation adds the rest from your master data. What defeats this in practice is not the technology but the length: a form that takes longer than the call gets bypassed within a fortnight.
You get two cases to start with, because a Monday phone call and a Tuesday email do not look alike to the automation. We flag likely duplicates on the order or customer number, but merging them stays a manual step. The older case keeps its deadline and the newer one is attached to it. We deliberately do not merge automatically: two reports from the same customer on the same order are sometimes genuinely two.
The disputed line goes on hold for as long as the case is open; the rest of the invoice carries on. Closing the case either releases that line again or replaces it with a credit note. This only happens on its own when both flows know the same document number – without that link it stays a message to finance, and somebody sets the hold by hand. Which of the two you can have depends on your stock or accounting system.
In our experience between eight and fifteen, with one clear catch-all at the end. A longer list is not read at closing, it is scrolled through until something roughly fits. We would rather start coarse and split a category once it gets crowded. That is more honest than a list of forty entries where half are never used.
Yes, through a link carrying the case number that shows status, next step and deadline. It absorbs part of the chasing, but it also turns the pressure inwards: from that moment every delay is on show. So the link is worth switching on only once the deadlines have run for a few weeks and the status is actually true. A portal that has said “under review” for eight days annoys more than it reassures.

How many complaints are open right now?

In the free intro call we walk through your most recent cases: which channels they came in on, where they stalled and which causes keep repeating. Afterwards you know whether a case file carries at your volume, or whether the process before it comes first.

Book a free intro call
Practical guide

Where automated complaint management creates value in everyday work

Complaints are captured across channels, linked to order and product, prioritised and handled within clear service and quality processes.

Three concrete operating scenarios to compare with your own process.
01

Capture complete cases

Customer, order, product, issue and attachments are assigned to one clear record.

02

Route urgency correctly

Safety-related or recurring defects move immediately to quality and leadership.

03

Make causes visible

Product, supplier and defect category feed analysis and improvement actions.

A strong fit when …

Requests arrive through several channels, need reliable prioritisation and should remain traceable with status, deadline and ownership.

  • You handle recurring complaints using repeatable rules.
  • The intake, target system and accountable business role can be named clearly.
  • Exceptions are allowed to remain visible and move to people deliberately.
Transparent potential estimate

Estimate time savings with your own volume

The calculator uses 16 minutes today and 5 minutes after automation as fixed example assumptions. It does not replace process analysis.

Illustrative estimate based on the visible assumptions — not a guarantee.

44Hours per month
528Hours per year
Additional measures after launch First response Resolution time Escalation rate
Frequently asked questions

What decision-makers should know before starting

How does automated complaint management work in practice?
A complaint arrives by email, form, call note or customer portal. The workflow then validates the required data, runs approved steps and routes exceptions to the responsible person with context.
Which systems can be connected?
Typical integrations include CRM, ERP, Ticketsystem, Microsoft 365, Power BI. The decisive factors are a stable interface and clearly defined ownership of each data field, not a specific tool.
Which tasks deliberately stay with the team?
Liability, goodwill, safety risks and emotionally sensitive communication remain with authorised staff.
How is the automation introduced?
We classify request types, service targets and escalations, test realistic cases and expand the scope after measurable stability. A tightly scoped first process typically takes 2–5 weeks; scope, interfaces and approvals determine the actual plan.
How can the benefit be measured?
Before implementation we record volume and current handling time. After launch we also compare First response, Resolution time, Escalation rate. The calculator on this page is a transparent estimate, not a promise.
Content reviewed on 26 July 2026 About Lyron AI