The pizza boxes have been cleared away. The server logs are returning to normal levels. The "War Room" Slack channel has finally gone quiet.
Black Friday and Cyber Monday (BFCM) are over.
For most of you, the numbers probably look good. Traffic spiked, conversions held up, and you moved a lot of inventory. But now that we have a moment to breathe, I want to talk about the campaigns you didn't run.
As a CTO, I see this pattern every year. Around October, the Commercial and CRM teams come to the table with brilliant, high-margin ideas. They want to run complex, gamified offers. They want tiered rewards based on customer lifetime value.
And then, the engineering team has to deliver the bad news: "The platform can't do that."
Or at least, it can’t do it without risky custom code, hacked-together scripts, or a terrifying amount of QA right before a code freeze.
So, you settled. You reverted to the "Vanilla" option-a blanket 40% off. You survived Black Friday, but you left margin (and customer engagement) on the table.
Here is a breakdown of why that happened, and why you don’t need to re-platform to fix it for next year.
The "Native" Trap
Modern e-commerce platforms (either custom-built or cloud-native) are incredible pieces of engineering. They handle catalogues, checkout flows, and payments beautifully.
But their native promotion engines are often an afterthought. They are designed for the 90% use case: Percentage Off, Fixed Amount Off, or Free Shipping, and some basic product rules with no promotional reporting.
When you try to push them into the "Enterprise-Grade" 10%, like bundling specific SKU variants based on a customer’s loyalty tier, or triggering a free item only if the cart contains items from two specific categories, the native logic breaks down.
I regularly talk to Heads of E-commerce who are essentially held back by their platform's limitations. They want to offer "Buy Jeans, get 50% off a Belt, but only for customers who haven't shopped in 6 months."
The platform says: "Computer says no."
The Hidden Cost of "Vanilla" Promotions
When technical limitations force you into generic promotions (like BLACKFRIDAY30 for everyone), you trigger two silent killers of profitability:
-
Margin Erosion: You gave a 30% discount to a loyal VIP who would have happily converted for an exclusive "Free Gift" that cost you £5.
-
Code Leakage: Generic codes end up on Honey, RetailMeNot, and HotUKDeals within minutes. Our data shows that during BFCM, up to 25% of API calls for discount validation come from scraping bots trying to brute-force your codes. If your system can't generate unique, single-use codes effectively, you are paying affiliate commissions on organic traffic.
The Solution: The "Sidecar" Architecture
The biggest misconception in our industry is that if you want complex promotions, you need to migrate to a massive, monolithic enterprise stack.
That is false.
You don't need to replace your engine; you just need to stop asking it to do things it wasn't built for. We call this the "Sidecar" approach (or Headless Architecture).
Imagine keeping your current platform exactly as it is. But, when a user adds an item to the cart, the cart asks an external expert: "Hey, here is the customer and the cart contents, what offers apply?"
The Sidecar (that’s us) processes the complex logic in milliseconds:
-
Is this a referral?
-
Is it their birthday?
-
Is there a bundle opportunity?
-
Is this unique code valid?
It then hands back the instructions to the cart. Your native platform handles the checkout; the Sidecar handles the brains. It's Promotion Intelligence!
Stop Settling for "What's Possible"
As we move toward the Christmas rush and the January clearance (where you will need to move distressed inventory intelligently, not just cheaply), take a look at your roadmap.
If your marketing team is designing campaigns based on what the tech allows rather than what your business needs, you are doing it backwards.
You don't need a six-month migration project to fix this. You just need to decouple your promotions from your platform.
Let’s make sure that next Black Friday, the only thing limiting your campaigns is your imagination, not your tech stack.



Subscribe to the Blog