Personal BriefEdition MMXXVI
Brussels · Regen · Wuxi
Nº 01 The Brief
Growth needs three hats.
Not one.
Group CFO PE Value Creation Multi-site Manufacturing Europe–Asia

Group CFO across corporate, listed and private-equity-owned manufacturers, from €250m to $1bn. Finance, transformation and AI in one seat — set up that way by the sponsor. Sees the company as a system: balance sheet, cash and shop floor together.

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Ivo Huhmann
Ivo Huhmann · 2026
24M
EBITDA improvement
Stiebel Eltron · double-digit sales growth
$1B
China P&L
Bühler · Reg. Board
2-digit
Brand business growth
SCHOCK · the growth engine
Career1995 — Present
SCHOCK · Triton PE · Bühler Group · Leifheit AG · Stiebel Eltron · GE Healthcare · HP Consulting
Three competencies

One integrated profile.

Nº 02 — The Pillars
01
PE Portfolio
Value Creation

Three hats in one role: finance, transformation, AI. EBITDA track record across four companies. Refinancing. Exit readiness.

CFO Track Record
02
AI as a
Value Creation Lever

AI unit reporting directly to the CFO. F·O·D framework: Foundation, Optimization, Differentiation. Not technology for its own sake, but a value-creation discipline.

F·O·D Framework
03
Growth &
Value Creation

Investment planned against segment growth and white space. Portfolio surgery where revenue destroys value. Complexity priced rather than absorbed. Exit readiness from day one.

PE Value Creation
EBITDA is an opinion. Cash is a fact. A board needs someone who can read both — and explain the difference.
Ivo Huhmann · Personal Brief
Nº 03 — Positioning

Group CFO with a dedicated
Transformation
and AI function.

Reporting line direct to the supervisory board. GE Six Sigma Black Belt. TUM ML research partnership. Restructuring and refinancing experience.

Get in touch
Nº 01 PE / CFO · Track Record · AI Transformation
PE Portfolio Value Creation

Value creation needs three hats.
Not one.

Financial Steward, Transformation Architect and AI Owner — in one role. Across four private-equity-related companies, from €250m to $1bn.

The sponsor established Transformation & AI as a standalone unit reporting directly to the CFO — not inside IT, not under the CEO, not outsourced. That is an organisational mandate, not a side project.

>30%
of global EBIT · Bühler Greater China · $1bn P&L
24M
EBITDA improvement · Stiebel Eltron · >5% purchasing productivity
+€85M
Market cap uplift · Leifheit AG · Interim CEO
Track Record

Eight stations. One system.

09/2023 →
Present
SCHOCK GmbH
Group CFO & Transformation Lead, AI · Triton PE

PE-owned quartz-composite manufacturer. Value expansion agenda built backwards from the buyer universe; growth engine identified and funded; portfolio restructured on end-to-end market P&L economics rather than reported contribution. Finance, IT and Procurement (50 FTE). The agenda is sponsor and supervisory board approved and reviewed quarterly.

Refinancing with a 7-bank consortium led from lender negotiation through to signing. Customers analysed on realised profitability at fully allocated cost and inherent complexity to serve, and the result handed to sales as a negotiating instrument: either the requirement changes or the price reflects it. AI live across three fronts: invoice automation and forecasting; ML scrap reduction with a TUM research partnership and detailed production scheduling; a sales-force agent and an inside-sales answer bot.

Value Creation Levers
Value Expansion Agenda Segment Growth & White Space New Proprietary Material New Manufacturing Technology Brand Business as Growth Engine Complexity Pricing Framework Portfolio Surgery Exit Readiness
11/2022 –
08/2023
Bühler Group
CFO Greater China · CHF 3bn group, Greater China ~$1bn · Wuxi

P&L and cash for a ~$1bn fully localised China operation across 7 entities (35 FTE Finance). Sole foreign member of the regional China board. The region contributed more than 30% of global EBIT. Treasury, FX and cross-border cash under Chinese capital controls; sale of a loss-making entity.

Value Creation Levers
Cost-Efficiency Roadmap Back-Office Transformation Local Supply Chain Alignment Board-Level Governance
10/2021 –
10/2022
WEVO
Interim GM Asia · China business ~$50m · Guangzhou

Built the growth path for customised resins for electrical and electronic (E/E) components. Restructured sales, built business development, introduced KAM/SFE and KPI disciplines, localised the supply chain in Singapore. COGS improved by ~20%; lead times reduced by more than 40% through improved customer forecasting and closer key-account alignment.

Value Creation Levers
Commercial Restructuring Supply Chain Localisation KPI Introduction Business Development
04/2017 –
03/2020
Leifheit AG
Group CFO · IT · IR · Interim CEO (c. 12 months) · Listed · €250m

Profitable growth restored and the operating model modernised. Finance, IT and IR (65 FTE). +10% EBIT and market capitalisation +58% (+€85m) through pricing and leakage analytics, portfolio simplification and channel profitability. New anchor investor attracted; more than 150 investor pitches a year; pan-European e-commerce platform launched as a direct-to-consumer channel.

Value Creation Levers
Pricing & Leakage Analytics Portfolio Simplification BI-supported Decision Support Pan-EU E-Commerce Launch Capital Markets
01/2016 –
03/2017
Bergluft Co. Ltd.
Co-Founder · Hong Kong

Co-founded a clean-air technology start-up, with the Hong Kong entity and R&D from Munich. Product developed and Series A closed. Discontinued when improving Chinese air quality removed the market.

Value Creation Levers
Start-up Build from Zero Financial Infrastructure Series A Cross-border Europe–Asia
04/2011 –
12/2015
Stiebel Eltron
Group CFO · Finance, IT, HR, Legal, Sourcing · €500m

Restructuring and portfolio simplification for a global heating and hot-water manufacturer. €24m EBITDA improvement with double-digit sales growth; more than 5% annual purchasing productivity. Backend digitisation (P2P, OTR), SAP and MS Office cloud migration.

EBITDA transparency established by product line. The reporting showed the group’s economics inverted relative to its funding: direct water heating generated effectively all profit and cash on a minimal R&D budget while its competitive position eroded, and the loss-making heat pump business absorbed the development spend. Highly profitable heat pump segments were themselves underfunded. The R&D budget and the segment focus were reallocated accordingly.

Value Creation Levers
Purchasing Productivity Program Backend Digitisation SAP Cloud Migration P2P/OTR Automation R&D Capital Reallocation
04/1999 –
04/2011
GE
CFO / COO & Key Finance Roles · Global · 12 years

CFO, COO and FP&A roles at GE Healthcare, GE Fanuc, GE Equipment Services, GE Inspection Technologies and GE Information Technologies. CFO GE Healthcare Germany ($1bn, regulated medical technology) — one German finance organisation built out of seven separate P&L teams. CFO GE Fanuc EMEA ($500m). FP&A GE Equipment Services ($8bn). GE Corporate Audit Staff.

Integrated two publicly traded 2006 acquisitions as CFO GE Fanuc EMEA: Radstone Technology plc (LSE) end to end as the only GE executive on the ground, including ITAR export-control compliance and technology control plans, and the European operations of SBS Technologies (NASDAQ, ~$215m) — three finance organisations into one, €4.9m EBITDA from the consolidation. Sell-side: the sale of the Service & Logistics group at CompuNet, and a portfolio divestiture valued and led at Equipment Services. Full M&A cycle before the CFO seat at GE Inspection Technologies: deal model, due diligence, synergy tracking against the deal case.

Value Creation Levers
Integrations & Divestitures Lean Six Sigma Transformations Global Reporting Architecture ITAR Export-Control Compliance GE Operating System
12/1995 –
03/1999
Hewlett-Packard Consulting
Principal Consultant

SAP change management and organisational redesign for Tier 1 automotive clients. Acquisition integration and factory setup (>12,000 employees).

Value Creation Levers
SAP Change Management Organisational Design M&A Integration Automotive Tier 1
AI Transformation — the mandate in practice

AI that reaches the shop floor.

Three fronts: finance and administration, production and supply chain, and the customer front end. GDPR and data governance throughout.

F·O·D Framework — the sequence decides.

Most AI roadmaps do not fail on the technology. They fail on the order. F·O·D structures the sequence in which investment actually releases value.

Phase 01
F
Foundation

Data infrastructure, data quality, governance. Without a clean base, every AI initiative produces nothing but noise with authority. Not attractive — but the precondition.

Phase 02
O
Optimization

Making existing processes more efficient. Invoice automation, knowledge kiosks, throughput optimisation. Measurable, reversible, pays for itself in the first year.

Phase 03
D
Differentiation

Building competitive advantage — new products, new business models. Must not happen before phases 01 and 02. Almost nobody gets this far.

Sequence is everything
Production-grade Implementations

From concept to shop floor.

Finance · Automation
Invoice Automation

End-to-end AP automation deployed in 8 weeks. Three-way match, exception routing, ERP integration. Concept to go-live within a quarter.

8wk
Concept to live
–40%
Processing time
Operations · AI
Knowledge Kiosks

AI-supported knowledge hub for production staff. Technical documentation, maintenance history and work instructions, available in real time and multilingual.

–12%
Downtime queries
Faster resolution
Manufacturing · ML
TUM ML Partnership

Research partnership with the Technical University of Munich. Process optimisation through machine learning — recipe stabilisation, scrap reduction, process variance.

TUM
Research partner
ML
Process stabilisation
Sales · AI
Sales-Force AI Agent

CRM-based AI agent for customer service and sales-force integration. Automated order capture, backlog management, escalation logic.

85%
Query automation
1 wk → 24h
Response time
Nº 02 Board · Supervisory Mandate
Aufsichtsrat · Beirat · Prüfungsausschuss

Finance-Kompetenz trifft
operative Tiefe.

Aufsichtsrats- oder Beiratsmandat als Financial Expert i. S. d. § 100 Abs. 5 AktG — mit AI-Governance-Perspektive und Europa–China-Overlay. Für Industrieunternehmen, die einen Finanzchef im Gremium brauchen, der die Shopfloor-Realität kennt.

Ivo Huhmann
Board Briefing
„Ein Board-Peer erwartet Ruhe. Keine 17-seitige Analyse des Management-Packs. Sondern drei Fragen, die das Management noch nicht gestellt hat.“

Audit-Rigour ohne Mikromanagement. Strategische Herausforderung ohne operative Einmischung. Internationale Perspektive ohne Abstraktion von der Geschäftsrealität.

Value Proposition

Was ich in einen Aufsichtsrat einbringe.

Finance & Audit Committee

Group-CFO-Erfahrung von €250M bis $1B — Konzern, Börse, Private Equity. Financial Expert i. S. d. § 100 Abs. 5 AktG. Audit-Fundament: GE Corporate Audit Staff, GE CFO Award. 150+ Investorengespräche als CFO/IR eines börsennotierten Unternehmens.

AI Governance & Digital Risk

Eigene AI-Einheit aufgebaut und geleitet, direkte Berichtslinie an den Aufsichtsrat. TUM ML-Partnerschaft. Pilot-Gate-Modell: Use Cases werden gestoppt, bevor sie Budget verbrennen — Governance heißt auch Nein sagen können.

Europa–China Oversight

JV-Steuerung, PRC Company Law, Supply Chain Diversifikation. China als Absatz- und Beschaffungsmarkt — aus eigener Erfahrung, nicht aus Beraterperspektive. De-risking ohne De-coupling.

Transformation & Restrukturierung

Restrukturierung und Refinanzierung aus erster Hand: Bankenkonsortien, unabhängige Gutachterprozesse, Szenario-Planung. Weiß, was ein Unternehmen refinanzierbar macht. Und wann eine Schließung die stärkere Entscheidung ist.

Mandatsprofil

Wo ich den größten Beitrag leiste.

Sektor
Industrieller Mittelstand · Maschinenbau · Fertigung · PE-Portfolio
Unternehmensgröße
€150M – €3B Umsatz. Börsennotiert, PE-geführt oder Familienunternehmen. Internationaler Footprint.
Ausschüsse
Audit & Finance (Vorsitz möglich) · Digitalisierung & Technologie · Risiko
Geographischer Fokus
DACH · Europa. China-Overlay als Differenzierer.
Besondere Situationen
Restrukturierung · Nachfolge & Eigentümerwechsel · Post-Merger-Integration · Exit-Vorbereitung
Kontakt
Kurzprofil

„Group CFO und Financial Expert (§ 100 Abs. 5 AktG) in einem PE-geführten Industriehersteller, mit eigener Transformation- & AI-Einheit. Track Record: Restrukturierung und Refinanzierung bis Exit-Readiness; Kapitalmarkterfahrung als Börsen-CFO. Stärken: Audit & Finance, PE Value Creation, AI-Governance, Europa–China.

Nº 03 Insights · Long-form Thinking
#DerWertHebel · LinkedIn

Long-form thinking.

Beiträge zu Cash, Wertschöpfung und Governance — aus operativer Erfahrung, nicht aus der Beraterperspektive. Wöchentlich auf LinkedIn unter #DerWertHebel.

Ivo Huhmann
Ivo Huhmann
Group CFO · Financial Expert · Europa–China
20+ Jahre in CFO- und P&L-Führungsverantwortung. Von GE Healthcare bis Triton PE. Von Europa bis China.