Why Revenue Management Belongs to Finance, Not Marketing The org chart decision most companies never revisit — and the margin it quietly costs them.

Ask a revenue management team how they're doing, and they'll show you bookings growth, win rates, average deal size. Ask the finance team the same question a quarter later, and you'll often get a different answer: margin compression nobody flagged in real time, discounting that pushed payback periods past what the business can actually carry, and a P&L that doesn't match the growth story everyone was celebrating three months earlier. That gap isn't a communication problem. It's an org chart problem, and it's one most companies never go back and fix.

Revenue management usually sits inside marketing or sales — which made sense when it was mostly about yield and volume. But every pricing decision a revenue management team makes is also a capital allocation decision: a discount changes cash conversion timing, a packaging change shifts unit economics, a usage-based tier resets the payback period on every customer acquired under it. Marketing and sales are the right owners for market positioning. They're the wrong owners for decisions with direct, immediate consequences for margin and cash — because the incentive on that side of the org is, correctly for their function, to close the deal. Nobody in that reporting line is structurally rewarded for saying no.

What changes when finance owns it When commercial finance and revenue management report to the same leader, the pricing conversation stops happening after the fact and starts happening at the point of decision. A few things follow almost automatically:

Discounting gets a hurdle rate, not just an approval threshold. Most companies have a discount approval matrix — above X percent, a director signs off; above Y percent, a VP does. That's governance, not discipline. A finance-owned revenue management function replaces "who can approve this" with "does this discount still clear an acceptable payback period," which is a fundamentally different — and much harder — question to answer yes to.

Bookings growth stops being the headline metric on its own. Growth weighted by cash conversion and gross margin tells you whether the business is getting better or just getting bigger. A commercial finance-led revenue function reports both numbers together by default, because separating them is exactly how margin erosion hides in a growth narrative for two or three quarters before anyone notices.

Pricing decisions get modeled with the same rigor as capital projects. A new pricing tier or packaging change is, functionally, a bet on future cash flows — the same category of decision as a capex approval. Once it's owned by finance, it tends to get evaluated the same way: scenario modeling, sensitivity to churn and expansion assumptions, and an honest look at downside cases, rather than a single optimistic forecast built to support the launch.

The mechanics of making it work This isn't just a reporting-line change — it requires real structural work. A deal desk with actual authority to hold a line on margin, not just log exceptions. A pricing committee that meets on a fixed cadence rather than convening only when a big renewal is at risk. And critically, sales compensation that rewards margin-adjusted revenue, not just closed bookings — because if the incentive structure downstream still rewards volume alone, moving the org chart accomplishes nothing; the discounting behavior won't change just because the approval sits one level higher.

The resistance to this is predictable and, to be fair, not unreasonable. Sales and marketing leaders worry — correctly, sometimes — that finance ownership of pricing will slow deals down and prioritize margin protection over market share at moments when share genuinely matters more. That's a real trade-off, not a strawman, and it's why this only works when the finance leader running it understands commercial strategy well enough to know when speed matters more than the hurdle rate, not just when to say no.

The strategic case In an environment where the cost of capital is real again and every dollar of cash conversion timing actually matters, letting the function that sets prices operate structurally disconnected from the function that understands what those prices cost the business is an expensive way to run a company. The fix isn't more reporting or more dashboards — those already exist in most organizations and still don't close the gap. It's putting revenue management and commercial finance under one leader who's accountable for both the growth number and the margin behind it, so the trade-off gets made on purpose, in the room, before the price goes out — not discovered in the numbers a quarter later. https://about.me/sergio.p.mendes https://finance.yahoo.com/economy/policy/articles/sergio-p-mendes-highlights-data-180000112.html https://www.msuexponent.com/sergio-p-mendes-proposes-a-30-day-standard-for-stronger-financial-data-literacy/ https://www.sergio-mendes.com/about/ https://www.sergio-mendes.com/

How AI Video Is Solving Modern Content Production Problems

The Problem

Today, businesses are expected to communicate visually everywhere.

Social media. Advertising. Product launches. Websites. Campaigns. E-commerce.

But producing high-quality video consistently can be difficult.

Traditional production may require locations, equipment, crews, actors, logistics, and significant budgets. For smaller businesses and growing brands, this can make ambitious visual ideas difficult to bring to life.

At the same time, audiences are becoming harder to capture.

More content is being produced than ever before, but attention is becoming harder to earn.

Where AI Video Changes the Equation

AI video introduces a different approach to visual production.

Instead of every idea beginning with a large production setup, a concept can begin with a story, visual direction, and creative idea.

AI can help transform those ideas into visual concepts, product scenes, environments, characters, advertisements, and cinematic sequences.

This can help businesses:

Reduce production barriers Explore visual concepts without immediately committing to expensive traditional production.

Move faster Create and test different creative directions more efficiently.

Visualize ambitious ideas Bring concepts to life that may otherwise require complex locations, sets, or production logistics.

Create more variations Develop different visual concepts for different audiences, platforms, campaigns, and products.

Compete through creativity Give smaller and emerging brands new ways to produce distinctive visual content.

But AI Is Not the Solution by Itself

Generating a video is easy to describe.

Creating a video that actually communicates something is harder.

The real value comes from combining AI with:

Creative direction. Storytelling. Brand strategy. Visual design. Editing. Audience understanding.

Technology can generate the visual.

Strategy gives the visual a reason to exist.

The Bigger Opportunity

The future of commercial video isn't necessarily about replacing traditional production.

It's about giving businesses more creative possibilities.

A product that once had one campaign can have ten creative directions.

An idea that once stayed inside a presentation can become a visual prototype.

A small brand that couldn't afford an elaborate production can explore cinematic storytelling in a new way.

And a marketing team can move from:

“Can we produce this?”

to:

“What should we create?”

The Goal

AI video should not be used simply because it is new.

It should be used when it helps solve a real problem:

Less friction. More experimentation. Faster visual communication. More creative possibilities. Stronger storytelling.

Because the future of video isn't just about making content faster.

It's about making ideas possible.