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My LinkedIn posts on finance, cash flow and customer value, all in one place.

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Same revenue, same margin, very different value

Turned the customer-value framework into an interactive AI-built simulator — move revenue, margin, discounts and collection days and watch economic value respond, then scale the impact across a portfolio.

From profitable growth to customer economic value

The long-form piece behind the first four posts: why cash conversion, customer economics and capital allocation belong in the same management conversation — and how the customer-value simulator came out of it.

Customizing RFM for your business

Part 2 of the RFM series: why static thresholds mislead across different customer groups, and how micro-segments and actionable segments work together.

Which margin drives your commercial decisions?

On IAS 2 / NRV: the same product can show a +1.96% margin on price alone and a −2.56% result once purchase and selling costs are factored in — built as an interactive simulator to make the discussion tangible.

What sits behind the revenue we report?

On IFRS 15: the five-step model connecting contract terms to the revenue number — and why orders booked, invoices issued, revenue recognised and cash collected shouldn't be used interchangeably.

The rent hasn't changed. But EBITDA just went up.

On IFRS 16: a simple ₺50,000/month, 5-year lease example where accounting treatment alone lifts EBITDA by ₺600,000 while the cash commitment and underlying economics stay exactly the same — paired with an interactive lease simulator.

Profit is up. So where's the cash?

A 70-second video on five practical rules for why profitable growth doesn't always generate cash — payment terms, inventory, cost-to-serve, and the capital that growth requires.

AI adoption is high. Business impact remains limited.

On McKinsey's 2026 State of AI report: 80%+ of respondents say AI improved individual productivity, but only 37% report a positive EBIT impact — the gap isn't adoption, it's redesigning workflows rather than just giving people faster tools.

Heading to the EPP Global Pricing & RGM Summit

Joining the EPP 20 Years Global Pricing & RGM Summit in Amsterdam (17–18 November) — and why revenue growth management is about connecting pricing, customer economics and profitability, not just optimizing prices.