AI-powered planning,
built around your business

Workforce & capacity planning,
tailored to you

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Capacity planning in a fraction of the time
Up to 5–10% lower labour costs

Sounds too good to be true? Let us show you.

  • Built for mid-sized manufacturers who have an ERP system but still run their capacity planning in Excel
  • Worry-free from start to finish: made for you and shaped around your processes and systems, with no drawn-out implementation
  • A built-in AI assistant supports you as you plan
  • And because we automate our own development, the price is competitive too

What’s in it for you?

  • Lower labour
    costs

    Run with leaner capacity buffers and shorter set-up times, and free up your planners’ time – it all goes straight to your bottom line.

  • On-time delivery as
    a competitive edge

    AI-optimised planning shows you where you are over- or under-resourced, compares scenarios and proposes solutions – so your projects finish on schedule.

  • Avoid planning
    errors

    Tailored to your requirements and integrated seamlessly with your systems, the app protects your cash flow by heading off unplanned overtime and avoidable call-outs.

Optimise your planning today

Which industry
are you in?

Kapa App is built around your business. Here is what that looks like in your industry.

Automotive suppliers

You supply vehicle manufacturers (OEMs) and first-tier suppliers (tier 1), and you know the drill:

Call-offs change, and planning is the last to hear about it

Call-offs arrive through electronic data interchange (EDI) in the formats of the German automotive association (VDA) and change at short notice – with no lead time at all under just-in-time and just-in-sequence. Run your planning in Excel and a change only surfaces at the next manual export, so until then you are planning against yesterday's numbers.

With Kapa App Call-offs and order changes come straight from your ERP, and the app flags what has changed since the last plan.

Every price reduction has to come out of production

The reductions you agree to each year meet material and labour costs you do not control. What is left is utilisation – and a capacity buffer nobody can put a figure on, because working through the variants in Excel takes too long.

With Kapa App Demand against capacity by plant, hall, machine and shift. Over- and under-coverage become visible, so you can reduce the buffer deliberately instead of holding it flat.

Ramp-up and phase-out at the same time

Combustion-engine parts are running out while new products start up. Volumes swing hard and the plant moves between overtime and short-time work. Each of those decisions needs a calculation there is no time for in the daily routine.

With Kapa App What-if scenarios for ramp-up and phase-out, side by side. Every plan is saved as a version, together with an explanation of what changed.

On some machines everything rests on a handful of people

Skilled staff are scarce, and certain machines only run with people who hold the right qualification. Lose one of them and the line stops – and planning often finds out only once it has already happened.

With Kapa App A skills matrix records who can run which machine. Planning warns you when a shift is down to a single qualified person.

Many variants, heavy changeovers, series and small batches in parallel

A wide range of variants and long changeover times tie up capacity that appears in no unit count. Series and small-batch orders compete for the same machines and the same people.

With Kapa App Demand is calculated per machine and shift, changeover time included. The AI assistant proposes sequences that reconcile setup times with the dates you have promised.

Planning lives in Excel alongside the ERP system

Each new plan starts with a manual download and grows by copy and paste. There are no versions and no roles – anyone can change master data and standard times. With several plants, each one plans on its own.

With Kapa App One data basis across all plants, with roles and permissions for master data and standard times, traceable plan versions and a plan-versus-actual comparison.

What this looks like in Kapa App: the planning workspace, the scenario comparison and the AI assistant are shown with real screenshots on the product page.

Example An automotive supplier connects Kapa App to its own systems, runs what-if scenarios and halves its capacity buffers. Error-prone Excel is gone – without an expensive enterprise system.

  • Cut labour costs by up to 5–10% by reducing held capacity buffers deliberately rather than planning them in across the board.
  • Cut planning effort by up to roughly a third – time production management currently loses to the plan instead of the shop floor.
  • Work order changes into the plan the same day, instead of waiting for the next manual export.

Request a demo for automotive suppliers

Machinery and plant engineering

You build machines and plant to order, and you know the drill:

The date is promised before anyone knows the capacity

Sales commits to a delivery date because the customer needs it. Whether engineering, manufacturing and assembly can hold it across the whole lead time only becomes clear weeks later – by which point replanning is expensive.

With Kapa App Run the scenario before you commit: can we deliver this order on this date? The answer takes minutes, not until the next meeting.

The bottleneck keeps moving

Sometimes engineering stalls, sometimes machining, most often assembly and commissioning. Look at one department alone and you simply push the problem into the next one.

With Kapa App Demand against capacity by department – engineering, manufacturing, assembly, commissioning – side by side across several months. The bottleneck shows up before it arrives.

Hour budgets overrun, and it surfaces too late

Every order carries a costed budget of hours. That it has been exceeded often shows only in the post-calculation – by then the margin is long gone.

With Kapa App A running plan-versus-actual comparison of hours per order. Deviations surface while there is still time to act on them.

Many orders in parallel, each at a different stage

One-off and small-batch work means one order is in engineering, the next in assembly, the third already at the customer's site. Planning lives in Excel and project plans beside the ERP system, so no overall view ever emerges.

With Kapa App Orders and changes come straight from your ERP system. Every order sits in one plan with its stages, and each state is saved as a traceable version.

Key skills are scarce – and often out on site

There are only a handful of welders, electricians, programmers for programmable logic controllers (PLC) and commissioning engineers. When they are at a customer's site they are missing from the works, and the works plan does not know it.

With Kapa App A skills matrix shows who can do what, including availability during site work. Planning warns you before two orders need the same person.

Order intake swings, and the decisions are expensive

The business is cyclical. Hiring, bringing in agency staff or subcontracting – each of those commits money for months, and the basis is usually a gut feeling.

With Kapa App Scenarios for different paths of order intake show from when subcontracting or agency staff become necessary – and from when they no longer are.

What this looks like in Kapa App: the planning workspace, the scenario comparison and the AI assistant are shown with real screenshots on the product page.

  • Commit to dates that hold – checked against capacity in engineering, manufacturing and assembly before the commitment goes out.
  • Cut planning effort by up to roughly a third – time that currently goes into coordination rather than the shop floor.
  • Free up capacity by making buffers visible across all orders, instead of leaving them hidden inside each department.

Request a demo for machinery builders

Pharmaceuticals

You produce under good manufacturing practice (GMP), and you know the drill:

Who may be deployed is held somewhere other than the roster

Only trained and qualified staff may work a line. Training status sits in lists or another system, someone reconciles it by hand while planning – and expired qualifications often surface late.

With Kapa App A skills matrix with training status and expiry dates inside the same plan. As you assign people, you see who may be deployed where.

Changeover and cleaning tie up more staff than expected

Between two campaigns come changeover and cleaning. That effort is substantial, appears in no unit count and is routinely underestimated in workforce planning.

With Kapa App Campaigns are translated into staffing demand with changeover and cleaning times included. Demand is stated per shift and area rather than as a flat allowance.

Nobody plans the quality laboratory in

Testing and release in quality control decide when a batch moves on. Even so, the laboratory rarely appears in production planning – until it becomes the bottleneck.

With Kapa App Quality control is its own capacity area within the same plan. Bottlenecks in the lab become visible before they hold up release.

Shift work across areas with restricted access

Manufacturing, filling and packaging run in shifts, and not everyone may enter every zone. Cleanrooms and hygiene areas limit who can step in at short notice.

With Kapa App Demand against capacity by area and shift, with access and qualification rules stored alongside. Only people who are actually permitted are proposed.

Audits ask why

Inspections and audits need a planning decision to be traceable. With an Excel file that has grown over years, reconstructing that after the fact is next to impossible.

With Kapa App Roles and permissions for master data and standard times, together with a change history and plan versions. That supports traceable planning.

Skilled staff are scarce and take time to train in

New staff are not productive straight away – training and familiarisation run over months. Who reaches which qualification, and when, is missing from the plan.

With Kapa App The skills matrix records who reaches which clearance and when. Scenarios show what an additional campaign or a different shift model would require.

What this looks like in Kapa App: the planning workspace, the scenario comparison and the AI assistant are shown with real screenshots on the product page.

  • Free up capacity by planning changeover and cleaning times realistically instead of covering them with a flat buffer.
  • Cut planning effort by up to roughly a third – less manual reconciliation between training lists and the roster.
  • Planning decisions stay documented and traceable, rather than having to be reconstructed after the fact.

Request a demo for pharmaceutical production

Your industry not among them? Kapa App is built to fit your business – talk to us.

When does AI-powered workforce and capacity planning pay off?

If you …

  • A finger moving a slider from MIN to MAX labelled Productivity

    … want to get more out of your production

    ExampleAt one carmaker’s plant, AI-supported planning delivers more reliable forecasts. Planning effort drops by about a third, labour costs by 5 per cent.

  • A departure board showing one line in red reading Delayed while the others read On Time

    … need to react faster when orders shift

    ExampleAt a machinery manufacturer, a customer pushes a call-off back by four weeks. The revised plan is ready the same day – with no idle time on the shop floor.

  • Hands at a laptop with a flow chart of connected process steps above it

    … are still planning in Excel because off-the-shelf software just doesn’t fit

    ExampleA pharmaceutical manufacturer links the data from its production sites through software built for it, steers the network centrally and saves several days of coordination work.

  • A hand tapping a smartwatch showing the time and an appointment

    … want to complete orders on schedule

    ExampleA construction firm factors dependencies, bottlenecks and over- and under-coverage into its planning. Project phases finish as promised; penalties and damage to reputation are avoided.

  • Laptop with a digital overlay: tangled, colourful data lines converge in an AI node and emerge on the right as ordered analytics

    … want to solve seemingly unsolvable problems

    ExampleA technical services provider resolves requirements and staff availability that first appeared to conflict, finds a solution that works for everyone and saves two planning days a month.

  • Digital twin of a production line: robot arms and conveyor as a glowing wireframe model

    … want to simulate changes before they happen

    ExampleAn automotive supplier connects Kapa App to its own systems, runs what-if scenarios and halves its capacity buffers. Error-prone Excel is gone – without an expensive enterprise system.

Kapa App helps you get these challenges – and many more – under control: lower costs, better plans, faster decisions.

Tell us about your challenge

Six reasons

why Kapa App pays for itself within months

Calculate your potential savings

How it works

Book an introductory call

About us

Real-world experience,
not textbook theory.

Dinagentic is led by Dr Dirk Drechsel and Dr Nils Drechsel. Their expertise in AI-powered planning and data systems comes from years of leading real-world projects at Mercedes-Benz and Visokio.

Portrait of Dr Dirk Drechsel

Dr Dirk Drechsel

CEO & Co-Founder

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  • Former Head of Digital Transformation, Performance Controlling, Mercedes-Benz AG
  • Built planning systems, forecasting models and AI solutions for production plants worldwide and for logistics, treasury, IT, R&D and cost engineering

Dr oec. University of Zurich · ETH Zurich · LMU Munich

Portrait of Dr Nils Drechsel

Dr Nils Drechsel

CTO & Co-Founder

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  • Former Head of Data Science, Visokio Omniscope (London)
  • Built AI and data science products, LLM integrations and data pipelines
  • Industries: energy, logistics, insurance

PhD in Computational Biophysics (Barcelona) · Diplom in Computer Science (KIT)

Our office in
Konstanz

Bücklestraße 3
78467 Konstanz, Germany

Phone: +49 160 92294502
Email: info@kapa.app
Map showing the location Bücklestraße 3, 78467 Konstanz

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