In almost every company someone says that orders take too long. An explanation usually follows straight away: production is too slow, purchasing is behind, the colleague in the office is overloaded. What stands out is how rarely these explanations rest on measured data. An order that takes eleven working days from intake to invoice is often worked on for only a few hours in that time. The rest is waiting: for an approval, for an answer to a question, for the next batch run, for the person who is back in the building on Monday. Anyone who wants to shorten order processing has to be able to separate these two times. This article shows how waiting time and handling time can be measured in a mid-size company without a dedicated department, why the bottleneck is rarely where everyone assumes it is, and what happens once it has been removed. A structured process analysis starts exactly here.
Key takeaways
- Lead time and handling time are two different figures: in typical assessments around four fifths of an order's total duration is pure waiting rather than work on the case itself (project experience).
- The bottleneck is the station with the longest queue in front of it, not the one with the heaviest workload. Asking who complains most reliably points to the wrong place in the flow.
- A sound assessment needs only two timestamps per station: arrival of the case and start of processing. The difference is the waiting time, and it can be recorded over three weeks without any additional software.
- Approvals, batch runs and handovers across a night or a weekend create the longest waiting times, because five minutes of work then costs a full calendar day or more.
- Once a bottleneck is removed the next one becomes visible immediately, because the queue only moves along. The assessment should therefore not be a one-off but repeated after every change using the same measuring points.
Lead time is not working time
The lead time of an order is the span between the moment it arrives in the company and the moment it is completed. It is the figure the customer experiences. Handling time, by contrast, is the sum of the minutes in which someone is actually working on that order: typing, checking, assembling, picking, signing. Between the two figures there is a factor in nearly every company that surprises everyone involved when it first appears on the table. An order that is in the building for twelve calendar days often adds up to three to five hours of genuine handling. The difference is not sluggish staff, it is a property of the workflow.
This distinction has an uncomfortable consequence: anyone who wants to become faster and starts with handling time is working on the smaller part of the problem. If eighty per cent of lead time is waiting (project experience), even halving the actual working time shortens the flow by only a few per cent. That explains why companies invest in faster tools, new screens or an additional member of staff and then find that nothing has changed in the delivery time promised to customers. Time was saved in a place where it was never lost.
Four terms every assessment needs
Why the bottleneck is rarely where everyone assumes it is
Ask in a company where things get stuck and you will reliably get an answer. It usually points to the station with the highest noise level: where overload is complained about loudest, where overtime accumulates, where the owner looks first in the morning. That is a poor indicator. A station can be heavily loaded and still create no queue if work arrives evenly and is passed on promptly. Conversely, a station where someone needs only a few minutes per case can determine the entire flow if cases wait there for hours or days before being touched.
The bottleneck is not the station with the most work but the one with the longest queue in front of it. That definition is inconvenient, because it often points at people who formally spend very little time on the case: the managing director who approves quotations above a certain value, the foreman who signs off material withdrawals, the accountant who starts a batch run once a day. Their contribution to handling time is minimal, their contribution to lead time is the largest in the whole flow. The second reason for wrong assumptions is visibility: everyone sees a stack in the warehouse, nobody sees a stack in a software inbox.
On top of that comes a distortion of perspective. Each department sees only its own section and judges it by its own workload. Sales knows how long it takes to write a quotation but not how long the enquiry sat in a shared mailbox beforehand. Production knows how long manufacturing takes but not how many days passed between order intake and production order. Only an end-to-end view across all stations shows where calendar time is really lost. Surveys by Bitkom regularly identify a lack of time and a lack of staff as obstacles to digitisation in mid-size companies (Bitkom) — both are symptoms that a bottleneck assessment can make precise.
- Assumption: production is too slow. Measurement: production starts on average two days after order release because material availability is checked manually.
- Assumption: dispatch cannot keep up. Measurement: dispatch clears cases within an hour but only receives them in a bundle at 3 p.m.
- Assumption: accounting takes too long to invoice. Measurement: the invoice takes four minutes but waits three days for the delivery note in a service vehicle.
- Assumption: the colleague in internal sales is overloaded. Measurement: she clears cases quickly but is interrupted roughly six times an hour by calls asking about order status.
Measuring the flow without disrupting operations
A bottleneck assessment rarely fails on method and often on the fear of effort. Yet it needs to be neither a project with a steering committee nor surveillance of employees. What is required are two timestamps per station: the moment the case arrives at that station and the moment work on it begins there. The difference is the waiting time. A third stamp for the end of processing yields the handling time. The first round needs nothing more. It is important that the stamps belong to the case and not to the person — this is about the path of the order, not about individual performance. Say so before the measurement starts, otherwise mistrust makes the figures useless.
The scope can stay small. Twenty to thirty orders over three weeks are enough for a sound picture, provided they cover the normal range and not just the rush jobs. A single day is not enough, because weekdays, holiday periods and month-end closing change the flow. If the assessment can be tied to ongoing metrics and reporting because the timestamps already exist in a system, do that. Where this is not possible, a routing slip or a shared list works just as well — the insight comes from separating waiting and working, not from the tool.
Step 1: Define the boundaries
Set start and end unambiguously, for example from arrival of the customer enquiry to dispatch of the invoice. Without clean boundaries two people measure different things and the figures cannot be compared later.
Step 2: Name the stations
Note every point at which a case changes hands or waits for a decision. Usually six to twelve stations emerge, considerably more than the org chart shows. Shared folders and mailboxes are stations too.
Step 3: Record timestamps
For each station record arrival, start and end. Record calendar time, not working time — the night between Tuesday and Wednesday is part of the waiting time the customer experiences, even if nobody is in the building.
Step 4: Evaluate and rank
Add up the waiting times per station and sort them in descending order. The top line is your bottleneck. Also check the spread: a station with widely varying waiting times points to a dependency on individual people.
Step 5: Review the result with the people involved
Present the evaluation to those who carry out the workflow every day. They will spot immediately whether a value was an exception or the norm, and they supply the explanations that no table contains.
Set start and end unambiguously, for example from arrival of the customer enquiry to dispatch of the invoice. Without clean boundaries two people measure different things and the figures cannot be compared later.
Note every point at which a case changes hands or waits for a decision. Usually six to twelve stations emerge, considerably more than the org chart shows. Shared folders and mailboxes are stations too.
For each station record arrival, start and end. Record calendar time, not working time — the night between Tuesday and Wednesday is part of the waiting time the customer experiences, even if nobody is in the building.
Add up the waiting times per station and sort them in descending order. The top line is your bottleneck. Also check the spread: a station with widely varying waiting times points to a dependency on individual people.
Present the evaluation to those who carry out the workflow every day. They will spot immediately whether a value was an exception or the norm, and they supply the explanations that no table contains.
Order Station Arrival Start End
A-4711 Order intake 12 May 08:12 12 May 08:20 12 May 08:35
A-4711 Technical check 12 May 08:35 12 May 14:10 12 May 14:40
A-4711 Manager approval 12 May 14:40 13 May 15:05 13 May 15:10
A-4711 Scheduling 13 May 15:10 14 May 07:30 14 May 07:55
A-4711 Production 14 May 07:55 14 May 08:40 14 May 11:40
Waiting time = Start minus Arrival
Handling time = End minus Start
Lead time = last End minus first ArrivalSix places where cases pile up in mid-size companies
Companies differ in sector, size and technology, yet the places where work piles up are strikingly similar. Small and medium-sized enterprises account for more than 99 per cent (Statistisches Bundesamt) of all companies in Germany, and the following six patterns appear across trades, manufacturing, wholesale and administration. Knowing them tells you where an assessment should look more closely — but knowing the patterns cannot replace the measurement, because the ranking differs from company to company.
The shared mailbox
Enquiries land in a shared mailbox that nobody feels clearly responsible for. Cases sit there until someone has time to sort them. Typical waiting time: several hours to two days, considerably longer around public holidays.
The approval
Above a certain value one specific person signs off. If they are in a meeting, on site or on holiday, the case waits. Handling takes minutes, waiting time regularly reaches a full working day.
The open question
A missing detail stops the case, the question goes out by mail or phone and nobody tracks the answer. The case drops out of sight until the customer follows up or a deadline is missed.
The batch run
Invoices, purchase orders or handovers run once a day or once a week. Being ten minutes late costs a day or a week. On average a batch run adds half a period of waiting time.
The media break
Data is retyped from another system or taken off paper. That costs handling time, but it also creates waiting time, because transfers happen in bundles and errors trigger a second round.
The only person who can do it
A task depends on one person with specialist knowledge. The workflow runs as long as they are present. Such stations show up in the evaluation as a very wide spread of waiting times between individual cases.
Approvals: the most expensive stop in the whole flow
Approvals are the case in which handling time and waiting time diverge the most. A signature or a tick takes barely a minute, but the case waits for one particular person to reach a particular place or a particular program. If the approval comes in the evening, the case has lost a working day without anyone being idle. If it falls on a Friday afternoon, that becomes three calendar days. This is why a chain of three approvals can create a week of lead time even though five minutes of work were done in total.
Before technology comes the question of necessity: which approval protects against a real risk, and which exists only because it was introduced at some point? Value thresholds set ten years ago often catch routine cases today. Where an approval is to be kept, a clear deputy rule usually helps more than any software. Only then is it worth looking at a digitally mapped approval as implemented within process automation — with notification, deputies and a deadline after which the case is escalated.
| Characteristic | Approval by paper and word of mouth | Structured digital approval |
|---|---|---|
| Visibility of open cases | Only to the person at the desk | Visible to everyone involved in the case |
| Cover during absence | Arranged ad hoc, often not at all | Defined in advance, applies automatically |
| Tied to a location | Bound to the workplace | Possible on the move as well |
| Traceability | Initials without a timestamp | Timestamp and person recorded |
| Reminder when overdue | By chance, usually after a query | Deadline with automatic reminder |
| Effort for the approvers | Collecting and sorting paper | One list of the open cases |
Overnight on a desk: handovers and shift boundaries
Every handover between two people is a potential resting place, and calendar time is unforgiving. A case that is passed on fully processed at 4:40 p.m. is picked up at the next station the following morning — sixteen hours of waiting time for a handover that strikes nobody as a problem, because everyone involved worked correctly. With three such handovers in one workflow this adds up to two or three calendar days. This is precisely why companies with comparable staffing end up with very different delivery times.
The effect is particularly visible at shift boundaries, in field service and in the trades. A delivery note lying in a vehicle does not exist as far as the company is concerned. If it only comes back on Friday, invoicing starts with a delay of up to a week — with an immediate effect on incoming payments. The remedy is not more pressure on the technicians but capture that happens on site. Where documents are to be digitised anyway, it is worth considering document capture together with the bottleneck assessment, because both efforts touch the same points.
Count calendar time, not working hours
What happens once the bottleneck is gone
The most important expectation to set before any improvement: a bottleneck that has been removed does not disappear, it moves. As soon as the approval no longer costs a day, work arrives earlier and in larger volume at the next station — and that is where the new queue forms. This is not a sign of a failed project but the normal course of events. Every bottleneck you remove makes the next one visible, and that second bottleneck was previously hidden underneath the waiting time of the first.
From this follows a practical rule: change one thing at a time and measure again afterwards with the same measuring points. Anyone who implements three measures at once cannot say afterwards which one worked, and risks leaving an ineffective change in the workflow permanently. The second round of measurement is considerably cheaper than the first, because the stations and the recording method are already in place. In practice ten to fifteen cases are often enough.
Equally important is the question of what happens to the time gained. Shorter lead times only pay off if they turn into something: faster quotations and therefore higher win rates, earlier invoicing and therefore better cash flow, shorter commitments to customers. If the freed-up time is not named, it disperses unnoticed and the improvement cannot be demonstrated later. Around half of all companies cannot fill open positions over the longer term (DIHK) — against that background, the recovered time of experienced staff is usually the most valuable part of the result.
A workflow is only ever as fast as its slowest point. Anything improved before or after it merely increases the queue in front of the bottleneck.
Cost and sequence: which bottleneck first
Not every bottleneck you find deserves an immediate measure. The ranking follows from three figures: the total waiting time across all cases, how often the case occurs, and the effort required for the change. A station with two days of waiting time across twenty cases a month weighs more than one with four days across two cases. Convert the waiting time roughly into money: how many orders are stuck in the flow at the same time on average, what value do they tie up, and how many status enquiries does the backlog generate per week? These figures need not be exact, they only need the right order of magnitude.
The second filter is the type of solution. A considerable share of the bottlenecks found can be cleared without software: a deputy rule, a dropped approval, a second batch run per day, a defined owner for the shared mailbox. Such changes cost little and take effect in days rather than months. Only once organisational means are exhausted, or when the bottleneck sits on a media break, does a technical solution make sense — for instance an interface between two systems that are currently connected by hand.
- Add up the waiting time per station across all measured cases and sort in descending order.
- Check how often the case type occurs: a rare special case rarely justifies a permanent change.
- Estimate the effort roughly and put it in three classes: rule, small technical change, project.
- Start with the combination of high waiting time and low effort, even if it looks unspectacular.
- Measure again after implementation and show the result to those involved, otherwise the change remains an assertion.
From measurement to a change that lasts
A bottleneck assessment that ends up in a drawer was wasted time. For the insight to last, the new workflow should be written down — briefly, with stations, responsibilities, deadlines and deputies on one or two pages. This short process documentation is also the basis for onboarding and for the next round of measurement, because it defines what is actually being measured. Extensive manuals are not needed for this and are rarely maintained in mid-size companies anyway.
Two side effects should be planned for. First: recording timestamps per case creates data from which conclusions about individual employees may be drawn. That touches data protection and, where a works council exists, its codetermination rights for systems capable of recording behaviour or performance. Clarify purpose, scope and retention period beforehand and limit the evaluation to stations rather than people; a professional review of the individual case remains advisable. Second: a measurement changes behaviour while it runs. Expect the first week to look slightly better than normal operation, and therefore evaluate the whole period.
If you want to start small, pick a single case type with high volume — the standard order, the recurring service job, the incoming invoice. Such a section can be recorded in a few days, delivers a figure nobody had before, and puts the discussion about priorities on a factual footing. Everything else follows from the result rather than from an assumption about where things ought to be stuck.
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