63% of extra e-commerce budgets go to AI and cashback
Classic advertising is losing ground. Where budgets flow, how AI-cashback mechanics work and what it means for retail chains — data, not opinions.
September 2026
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DF4R
Digital Force 4 Retail
- Reliability
- Commitment
- Courage
Oversight of the digital side of the business.
I advise supervisory boards, owners and funds. I judge whether the board's digital plan will deliver — and what has to change for it to deliver.
Book a call
See how I help boards
15 years in e-commerce, 20+ in retail and FMCG. Lidl · Allegro · Fressnapf. Poland and DACH.
Experience
I have worked with
In-house roles and advisory projects across retail, FMCG and logistics — in Poland and the DACH markets.
Lidl Polska
Allegro
Maxi Zoo / Fressnapf
Dino Polska S.A.
Nanovo DACH
Raben
Rhenus / ZARA Inditex
Kompania Piwowarska
H&M Online
Boards and bodies
Advisory Board — Zago Capital
Chamber Council — Polish Chamber of Electronic Economy (2020–2022)
About
Wojciech Milewski · Oversight of the digital side of the business
I have worked on both sides of the table. For fifteen years I answered to management boards for the digital channel — at Lidl, at Allegro, today at Fressnapf. That is why I know what a digital plan that delivers looks like, and what a plan looks like that sounds good in a meeting and will not survive contact with operations.
Today I work mainly with those who hold management boards to account: supervisory boards, owners and funds. Poland and DACH, in three languages.
Today
Digital Growth Director — Maxi Zoo / Fressnapf Group
Digital growth and omnichannel transformation in PetCare.
Today
Advisor to the Management Board — Dino Polska S.A.
Digital advisory for the management board.
Before
Head of e-Commerce — Lidl Polska · FMCG Director — Allegro · Country Manager DACH — Nanovo
Building online channels and commercial structures at market scale.
Also
Founder DF4R · Chamber Council PIGE
Advisory for boards, funds and supervisory boards.
15+
years e-commerce
20+
years retail / FMCG
PL+DACH
markets covered
PL·EN·DE
working languages
Services
Pick your need
Four ways I can help. Pick the one that fits your situation.
Transaction
Digital due diligence before an investment decision. I check the tech stack, operating model, growth quality and customer acquisition cost — and say what of this changes the valuation.
due diligence · consumer behaviour · reporting & controlling
Post-acquisition integration
The first twelve months after the transaction. Where integration breaks, what is missing so it does not, and which assumptions in the model no longer hold.
operationalisation · rollouts & processes · logistics
Digital programme oversight
Independent assessment for the board or owner: whether the programme that management defends will deliver. A second opinion at the level of the governing body, not a marketing audit.
e-commerce strategy · omnichannel · management reporting
Entry into DACH
Readiness assessment, operating model and a realistic entry timeline. A market known from the inside, not from a report.
q-commerce · retail media · digital shelf · CRO · CRM & loyalty
Insights
Latest publications
Reports and market analyses prepared for boards. Read on site or download the PDF.
Petcare premium: why Poles spend more on pet food despite inflation
The pet food market grows despite inflation — premiumisation, 3 scenarios for 2029 and 8 recommendations for petcare players. Data, not opinions.
September 2026
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Loyalty 2.0: the app as a product, not a marketing channel
68% of consumers cite offers and promotions as the strongest loyalty driver (Adobe 2025). 12.7 million Poles use loyalty apps. The program as a product — with a product manager and retention focus.
September 2026
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AI in e-commerce — trend or standard?
A 33-fold surge in AI-driven traffic during Prime Day. AI agents, Google Zero, privacy — what's really changing e-commerce in 2026.
September 2026
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NRF 2026 Paris — what Polish retail can learn
The second edition of NRF in Paris (Sep 15-17). Agentic AI, retail media 2.0, hyperpersonalization. 5 recommendations for Polish boards.
September 2026
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On-demand retail: what the Wolt Retail Report tells us — and why petcare is becoming a core category
Retail is already more than a quarter of Wolt's revenue (Q4 2025). Petcare and non-food have tripled their share, e-grocery in Poland is accelerating. Recommendations for boards.
September 2026
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Retail media 2026: from pilot to primary margin engine
Europe's retail media market is growing 20% a year. How chains can monetize customer data — from pilot to a full platform.
September 2026
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Loyalty Apps in Poland 2026–2029
State of play and outlook to 2029. Benchmarks of Żappka, Rossmann, Biedronka and Zooplus. Omnichannel loyalty as the operating model.
August 2026
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Pet Care Online in Poland 2025–2029
Three scenarios for the development of the online pet market through 2029, plus operational takeaways for pet care chains competing for the digital channel.
August 2026
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Retail Media: Broker or Operator?
Who should manage a retailer's in-store advertising space — a broker or an operator? An analysis of the decision and its consequences for retail chains.
July 2026
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Contact
Let's talk about your situation
Describe the challenge or book a free 30-minute call. I reply within 24 h.