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PRODUCT & TECHNOLOGY LEADER

I build and transform Product, Engineering and AI organisations to create lasting business advantage.

From revenue-generating optimisation software to enterprise AI transformation, I combine deep technical expertise, commercial accountability and the leadership to change how organisations build, decide and deliver.

60+ FTEs · €30M+ software portfolio · Global remit · €2M+ realised AI benefits

CONTEXTINVESTMENTORGANISATIONVALUEthe seam
Optimisation · Machine learning · GenAI

Leadership scope

Career progression · earliest → most recent

Quintiq / Dassault Systèmes

Dutch-founded global enterprise software for advanced forecasting, planning and optimisation across complex industries — deployed at 1,000 sites in 90+ countries.

Global Product DirectorGlobal scope

7 commercial products · ≈60 FTE directly led

Europe, Asia & US · Shared P&L accountability

Reported to CSO (CPO equivalent)

  • Technical strategy, product development and global delivery, spanning software architecture, advanced optimisation and integration.

Volvo Cars

Automotive · Manufacturing & Supply Chain

Director of Data Science →Head of Advanced Analytics & AIGlobal scope

AI for a 27,000-person business across 9 sites

Global Central AI function · Production capability

  • AI strategy & operating model.
  • Grew central Data Science & Engineering · 3 embedded teams.
  • AI & Data architecture, AI platforms & production delivery.

TDC Brands

Denmark’s largest telecom group · Six brands

Head of AI & MLGroup scope

Company scale: ≈3,000 employees · 5M customer relationships

  • AI strategy & investment priorities with CEO & CTO.
  • Agentic AI platforms, guardrails & business-unit cost accountability.

01 / Commercial and operating impact

Commercial software · portfolio scale

Quintiq · Seven products · Shared P&L accountability

Lead a commercial product portfolio

€30.8M

Annual portfolio licence bookings

New rail-planning product launched.

Enterprise AI · operating value

Volvo Cars + TDC Brands · Finance verified

Deliver annual financial value

≈€2.0M

Combined annualised benefits · AI portfolios

TDC Brands · millions of annual interactions

Improve AI unit economics

≈70%

Lower inference cost per interaction

GenAI & agentic AI platforms established with guardrails and security

100+

Use cases in the first year at Volvo Cars

Platforms: Volvo Cars + TDC Brands

Release operating capacity

≈12 FTE

Volvo Cars + TDC Brands

Improve task efficiency

25–30%

Validated task-efficiency gain

Contract Intelligence · 450+ global procurement users
Volvo Cars

How the evidence is defined
Portfolio licence bookings
€30.8M represents annual licence bookings across the seven-product Quintiq portfolio within shared P&L accountability.
Rail product launch
The new rail-planning product was co-developed by Product and business-unit delivery teams, with global product engineering under my leadership.
Annual financial value delivered
The rounded ≈€2.0M combines ≈€1.9M annualised warranty savings at Volvo Cars and ≈€134K+ annual cloud savings at TDC Brands.
Platforms and operating capacity
GenAI and agentic AI platforms were established at Volvo Cars and TDC Brands. The ≈12 FTE figure represents combined capacity released through AI automation of team processes across both companies.

02 / Investment & portfolio direction

What is worth building.
What should stop.

AI investment priorities with the Group CEO and CTOTDC Brands · ≈€2.7M approved investment
Build

Deliver a commercial product portfolio.

Reporting to Quintiq’s Chief Solution Officer (Chief Product Officer), I led global product engineering for seven commercial planning and optimisation products. This included collaboration with business-unit delivery teams to launch a new rail-planning product line.

7 commercial productsNew rail-planning product launched The delivery story
Recover

Change the conditions holding delivery back.

Forecasting: reset the operating model, re-engaged business units and shaped a testable approach around sparse historical data, strengthening data requirements as delivery progressed.

Years stalled → weeks≈6–8 weeks to a production MVP The recovery story
Redirect

Lead investment to follow the evidence.

Dynamic pricing: led the team’s backtesting and agreed a data-led redirection with the Head of Global Pricing when the evidence did not support the original premise.

C-level initiative redirectedOriginal development path stopped The decision story

04 / Leadership, recommendations & recognition

The leadership perspective

“We were going through a major transformation of our team and she took every request in stride, bringing new and creative ideas with a combination of focus on her team as well as the needs for Quintiq.”
Sara G. · Former Chief Solution Officer · Quintiq

The product perspective

“She brought bold ideas into reality, from deploying our first enterprise-wide RAG model to launching low-code/no-code GenAI platforms that empowered teams on the factory floor.”
Hui Y. · Product Lead · Volvo Cars

The team perspective

“Even in tough times… she stayed calm, kept us focused and on track, and made sure we all had what we needed to succeed.”
Coline J. · Senior Data Scientist · Volvo Cars