David Krause
Available from 1 January 2027
✔ Görlitz / Saxony · on-site preferred
✔ Hybrid possible · remote proven
✔ German · English (group-level, DE/HU/MY)
Costing · Controlling · Maintenance — for manufacturing

David Krause

Where engineering meets numbers — technical costing, plant controlling and maintenance from one source

Industrial engineering graduate with 15+ years of hands-on industrial experience in cost accounting, plant controlling and technical costing.

A deep understanding of manufacturing processes — from machining to die casting — enables precise full-cost models, from machine-hour rates to management reporting. On-site in the Görlitz / Upper Lusatia area preferred, hybrid models possible — remote collaboration proven over years. Moving from Spain in December 2026 — centre of life in Görlitz / Saxony from then on.

2×revenue in Hungary within two years
0 → €100k+new business line, Malaysia
plant-wideTPM rollout at ZF
≈ 20cost centres, built from scratch
Görlitz / Saxony from December 2026 · on-site preferred · available from 1 January 2027 +34 642 370 174david@unifyweave.ai
One-page profile (PDF)·Full résumé on request
Profile

15+ years of industrial experience across three fields that belong together: technical costing, plant controlling and maintenance — consistently in manufacturing environments, often in a leading or project role. From years in die casting/foundry and CNC machining I know the shop floor from the machine up: setup times, tool wear, scrap and machine utilization. This technical understanding enables precise full-cost models — from machine-hour rates to management reporting.

Core strengths: quotation and post-costing, cost-center and machine-hour-rate models, plan/actual reporting and capital-expenditure controlling — plus maintenance/TPM and leading technical projects from the business case through to commissioning. Experienced with SelectLine, SAP-PM and MS Dynamics AX, plus international, English-language client management at group level.

In addition, I automate ERP data flows with Python and local AI models — GDPR-compliant and offline-first. No buzzword consulting, but robust cost accounting, clean data flows and solutions that work in day-to-day operations.

What I bring

Calculate. Control. Maintain. All three.

Manufacturing Know-how

The foundation of all four tracks: solid hands-on experience in die casting/foundry and CNC machining (turning, milling, gantry milling). I understand how setup times, tool wear, scrap and machine utilization arise — and can cost, control and maintain them, because I know them from the machine up.

Die casting / foundry CNC machining OEE / TPM
Costing & Cost Accounting

Track 1 — Costing: technical quotation and post-costing for machining, forming and surface technology; self-built machine-hour rates and BAB across 20+ cost centers. Estimates that win business — internationally documented.

BAB Machine-hour rates Full costing
Production Planning & Scheduling

Track 2 — Production: machine loading, routing and due-date planning as line responsibility in CNC manufacturing, plus commissioning of new production systems to project and schedule. The advantage: the setup and cycle times I planned are the same ones I later costed — planning and cost impact never drift apart.

Machine loading Routing & scheduling Commissioning
Plant Controlling & Reporting

Track 3 — Controlling: annual budgeting, monthly plan/actual analysis with variance commentary for management, contribution-margin and capital-expenditure controlling (ROI / NPV).

Plan/actual analysis Budgeting CapEx controlling
Maintenance & Asset Management

Track 4 — Engineering: developed a plant-wide TPM concept and led its rollout (ZF); maintenance as line responsibility in a CNC company. Equipment availability, OEE, fault diagnosis — plus the investment appraisal that gets a replacement approved.

TPM rollout OEE / KPI Asset management
AI & Automation

Automating ERP data flows with Python and local AI models: DATEV mapping, machine-hour-rate/BAB updates and AI-assisted document recognition — GDPR-compliant, offline-first.

Python / ETL DATEV Offline AI
Three perspectives, one profile

Costing. Planning. Controlling. Maintenance. One profile.

Three perspectives on the same question: costing looks forward — what will this part cost, at what price do we win the order? Controlling looks back — what did it cost, where do we deviate? Maintenance looks at the machine — is it running, and what may that cost? I have owned all three: first maintenance engineer and TPM group leader, then production manager, then plant controller & estimator. Which is why, with me, no estimate fails on what actually happens on the shop floor — and no replacement investment fails in the presentation to management.

Costing & quotations

Technical quotation and post-costing for machining, forming and surface technology — calculated from first-hand production experience, not catalogue values. Estimates that won business: revenue doubled in Hungary, a market built from zero in Malaysia (both documented in references). The complete calculation path from P&L to quotation price is laid out in my book.

Quotation costing Post-costing Machine-hour rates Make-or-buy
Request résumé
Maintenance, TPM & asset management

Developed a plant-wide TPM concept and led its implementation (ZF, die-casting business unit). Maintenance as line responsibility in a CNC company. Equipment availability, OEE, fault diagnosis, commissioning of new production systems — plus the investment appraisal behind it (ROI, NPV, replacement value).

TPM rollout OEE / KPI SAP-PM Replacement investment
Request résumé
Plant controlling & costing

Built the first full-cost accounting system including the overhead sheet from scratch (~20 cost centres) — the foundation of the machine-hour-rate models still in use today. Budgeting, plan-actual analysis reported directly to management, technical quotation and post-costing.

Overhead sheet Machine-hour rates Plan-actual Post-costing
Request résumé
Measurable results

Numbers that stick.

× 2
Revenue doubled
Körber Hungary in 2 years
+100 k€
Malaysia ramp-up
from 0 in 18 months
−12 %
Tooling cost p.a.
through automation
The common thread

Since 2007, the same question: where does time get lost — and what does it cost?

My profile did not come together by chance. The link between machine time and money runs through every station — first from the technical side, later from the commercial one.

2007/08
Industrial placement, light-metal foundry
Analysing plant conditions and net productive time in three-shift operation — first contact with loss time as a measurable quantity.
2009
Diploma thesis: maintenance strategies from lifetime distributions
Weibull analysis, maintenance cost against downtime loss. Engineering meets cost accounting for the first time.
2010/11
Project engineer, die casting — after foundry maintenance
Quality and productivity on the Porsche gearbox housing, in foundry and machining: loss time now has a part, a cycle and a deadline.
2012–2015
TPM group leader, die casting
Systematic capture of loss time, OEE established as a management metric.
2015–2025
CNC production management, from 2021 plant controlling and estimating
The move to the commercial side: cost centre accounting, machine hour rates, quotation costing — time now valued in euros.
2026
Textbook „Kostenrechnung für Fertigungsbetriebe“
Both threads tied together: the machine hour rate is nothing but money divided by time. Read it free →
Experience

15+ years. Always close to the machine.

11/2025 – present
Author & developer of professional tools
UnifyWeave® · independent professional projects
Authored the textbook "Cost accounting for manufacturing companies" (single continuous reference company, open-access on unifyweave.ai) plus seven in-depth specialist articles. Developed CostEngine v11.7: desktop software turning a DATEV P&L into complete cost-center accounting (10-step wizard through to internal activity allocation, 127 automated tests, offline/GDPR-compliant) — a personal proof of method, not a commercial product. Published KostenKompass: ten quantified costing errors with self-diagnosis (free download). Developed the Abgrenzungs-Mapper: a browser tool that separates commercial from imputed cost items straight out of DATEV trial balances (rule set plus a self-trained text classifier, 100 % offline in the browser) — freely usable as a companion tool to the textbook.
TextbookCostEngineKostenKompassAbgrenzungs-MapperPython / DATEV
01/2021 – 10/2025 · Hybrid
Plant Controller & Cost Accountant
Kunststoff-Technik GmbH · Dresden · CNC machining · SelectLine ERP
Annual budgeting, monthly plan/actual analysis with variance commentary for management. Built and maintained the BAB; machine-hour-rate calculation across 20+ cost centers. Full-cost calculation of CNC production orders incl. contribution-margin controlling. English-language management of the Körber Technologies Group (DE / HU / MY).
BABMachine-hour ratesPlan/actualSelectLine
05/2015 – 12/2020 · On-site
CNC Production Manager, Maintenance & Plant Controlling
Kunststoff-Technik GmbH · Dresden · from 01/2017 (previously project engineer)
Built the company's first full-cost accounting system with a BAB — the foundation of the machine-hour-rate models still in use today. Capital-expenditure controlling (profitability analysis for a CNC gantry milling machine). Disciplinary management of the CNC turning department; strategic purchasing with price negotiations (Walter, Sandvik).
Plant controllingBAB setupCapEx controllingPurchasing
03/2011 – 04/2015 · On-site
Project Engineer & TPM Group Leader (from 07/2012)
ZF Gusstechnologie GmbH · Nuremberg · die casting / automotive
Porsche gearbox housings: quality and productivity improvements across foundry and machining; deputy foundry group leader (Hall 1). Developed a plant-specific TPM concept and led its plant-wide implementation in the die-casting business unit. OEE/KPI analyses and profitability calculations (ROI / NPV); process and weak-point analyses on die-casting machines.
TPMOEE / KPIROI / NPVDie casting
06/2010 – 11/2010 · On-site
Maintenance Engineer · Foundry
gfz services GmbH · assignment: Ortrander Eisenhütte GmbH, Ortrand
Foundry maintenance: condition monitoring of drive motors through recurring temperature measurements as a basis for wear assessment; sequence and scaffolding planning for a major overhaul by machine component; quotation comparison for measuring equipment.
Condition-based maintenanceMajor overhaulFoundry
Education
Dipl.-Wirtschaftsingenieur (FH) · Industrial Engineering Degree
Hochschule Lausitz · BTU Cottbus-Senftenberg
Production management · Grade 1.9 · Thesis: Optimal maintenance strategies (Weibull analysis)
2005 – 2009
BMW Group AG · Landshut
Internship semester
Light-metal foundry · OEE analysis · TPM
2007 – 2008
General Higher Education Entrance Qualification (Abitur)
Berufliches Schulzentrum für Bau und Technik · Dresden
Focus on construction engineering
2000 – 2003
Professional substance

One textbook, eight articles, three tools — all freely accessible.

Since November 2025 I have been documenting my professional practice systematically. None of it sits behind a paywall: anyone who wants to know whether I can do costing can read it and check the arithmetic.

Textbook · 18 chapters
Cost Accounting for Manufacturing Operations
The full path from the German statutory P&L to a defensible quotation price, worked through on a single reference plant: cost centre sheet, machine hour rate from replacement value and OEE capacity, contribution margin down to the bottleneck hour. Written in German.
Open the chapters →
Articles · three subject areas
From OEE to the yield curve
Production KPIs (OEE, TEEP, labour productivity), maintenance intervals from Weibull distributions, local language models in cost accounting — plus the cost-of-capital links from the yield curve and company valuation.
Read the articles →
Tools · three in the browser
Cost-type mapper & CostEngine
The mapper turns a DATEV trial balance into a structured cost-type plan — rule set plus a self-trained classifier, running entirely offline in the browser. CostEngine builds the full cost centre accounting on top.
Open the mapper →

Everything runs offline and GDPR-compliant — no accounting data leaves the machine. These are personal professional credentials, not commercial products.

Tools

Three tools. Right in the browser.

Not products — work samples. They show how I think about cost accounting: traceable, offline, no sign-up.

Costing self-test

Ten yes/no questions about your own costing with live evaluation: every “no” shows the correction need in euros. Part of chapter 8 of the book, right in the browser.

Ready to use
Start the test
Abgrenzungs-Mapper

Derives the accrual and imputed-cost adjustments straight from a DATEV trial balance: rule set plus a self-trained text classifier. Runs entirely offline in the browser, no sign-up, no upload.

Ready to use
Open tool
ROIC calculator

Return on capital, economic profit against the cost of capital and the effect of a planned investment — including the minimum EBIT at which it destroys no value. In the browser, no data transfer.

New · ready to use
Open calculator

Work samples to take away

A guide as PDF and the software the book's method runs on.

KostenKompass

The ten most expensive costing mistakes in manufacturing practice, each with a euro figure instead of theory, plus a ten-question self-diagnosis showing where hourly rates leak. 16 pages, PDF (German).

Free download
Open PDF
CostEngine v11.7

Desktop software that turns a DATEV P&L into a complete cost-centre calculation — a ten-step wizard through to internal cost allocation, 127 automated tests, offline and GDPR-compliant. A personal proof of craft, not a commercial product.

Demo on request
Request a demo
Free download · PDF · A4 · 16 pages · German
KostenKompass — Are you making these 10 errors?

Ten concrete costing errors from real CNC manufacturing shops — with euro amounts instead of theory. Plus a 4-minute self-diagnosis: ten yes/no questions reveal where your hourly rates are bleeding. A work sample of my controlling approach.

Download KostenKompass → One-page profile (PDF)Full résumé on request

Legal Notice

Information pursuant to § 5 DDG

ProjectUnifyWeave® Technologies
TrademarkUnifyWeave® — registered Spanish word mark, OEPM no. 4,342,232, class 42 (design and development of hardware and software), registered 10 July 2026
OwnerDavid Krause
Legal formPrivate individual (currently no freelance or commercial activity)
AddressC/ Sol No. 8, 04660 Arboleas (Almería), Spain
E-maildavid@unifyweave.ai

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Controller

David Krause · UnifyWeave® Technologies · C/ Sol No. 8 · 04660 Arboleas (Almería) · Spain · david@unifyweave.ai

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