Building the Intelligence Layer for E-commerce — The Story Behind Revluma

Most e-commerce businesses have more data than ever before.

They have advertising dashboards, analytics tools, customer data, email platforms, attribution software, conversion reports, and automation systems. Yet despite having access to all this information, many merchants still struggle to answer the questions that matter most:

What is actually happening? Why is it happening? What does it mean financially? And what should I do next?

For Splendor O. Benjamin, Founder and CEO of Revluma, those questions became the foundation of a company built to solve one of e-commerce’s biggest challenges: turning data into decisions.

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From Running a Shopify Store at 15 to Building Revluma

Splendor’s journey into entrepreneurship started long before Revluma existed.

Before founding the company, he worked as a software engineer building commercial products across real estate, healthcare, and e-commerce. But the idea for Revluma came from a much more personal experience.

At just 15 years old, he launched a Shopify store during a period when he genuinely needed income.

“It wasn’t an experiment,” he explains. “It was a survival move.”

Like many merchants, he quickly found himself drowning in data but lacking clarity. Revenue fluctuated, carts were abandoned, customers failed to return, and email campaigns underperformed. The data existed everywhere, but actionable answers were nowhere to be found.

After spending countless hours inside e-commerce communities and forums, he discovered that thousands of merchants shared the same frustrations.

The problem wasn’t a lack of data.

The problem was that nothing connected the data to the decisions required to grow revenue.

That realization became the foundation of Revluma.

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What Revluma Does

Revluma is an AI-powered operational intelligence platform designed specifically for e-commerce businesses.

At the center of the platform is Rev Intelligence, a system built to connect signals across a merchant’s entire operation, including:

Rather than simply reporting that revenue dropped or conversions declined, Revluma aims to explain what changed, identify likely causes, quantify risks or opportunities, and recommend the next best action.

The company’s long-term goal is ambitious:

To become the default operational intelligence layer for e-commerce.

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Moving Beyond Analytics

According to Splendor, most existing tools focus on a single channel or metric.

Email platforms focus on email.

Attribution tools focus on attribution.

Analytics platforms focus on reporting.

They all answer the same question:

What happened?

Revluma is focused on answering something deeper:

Why did it happen, what is the impact, and what should happen next?

For example, a merchant doesn’t simply need to know that abandoned carts increased by 18%.

They need to understand:

Revluma is designed to sit above traditional analytics tools and act as an intelligence layer that connects data from every corner of a business.

The company’s philosophy can be summarized in four stages:

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The Technology Behind Rev Intelligence

Building that intelligence layer required far more than adding AI to existing dashboards.

Revluma operates on a multi-agent reasoning architecture supported by multiple machine learning systems covering areas such as:

Every recommendation generated by the platform is grounded in a merchant’s actual business data rather than generic industry benchmarks.

The goal is not simply to provide more information.

The goal is to help merchants make better decisions.

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Building Without External Funding

One of the challenges Splendor speaks about most openly is funding.

Revluma has been built over eight months by a six-person founding team based in Nigeria, covering expertise in machine learning, backend engineering, data science, and product development.

The company has achieved this without raising external capital.

According to Splendor, operating under resource constraints has forced the team to become disciplined in every technical and business decision they make.

Another major challenge has been market access.

While Revluma serves merchants primarily in the United States, United Kingdom, Canada, Australia, and Western Europe, building from Nigeria means earning trust and reaching customers without existing networks in those ecosystems.

To overcome that challenge, the company is actively pursuing accelerator programs, partnerships, and investor relationships that can help expand distribution and reach.

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A Milestone That Matters

While many founders highlight funding rounds or user growth, Splendor points to a technical achievement as one of his proudest moments.

The team built a Message Understanding Layer capable of correctly classifying merchant intent and routing requests without relying on a language model.

In testing, the system successfully passed all 20 deterministic scenarios.

This means Revluma can distinguish between a casual greeting and a serious business question before activating more advanced reasoning systems.

Behind that milestone sits:

For Splendor, however, the biggest milestone is still ahead.

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The Public Launch

Revluma will officially launch on September 25, 2026, at Founders Friday Abuja, where Splendor will pitch the company live and open the platform to the public for the first time.

The launch marks the transition from months of engineering and development into real-world adoption by merchants.

“It’s the point where an idea becomes something real businesses can build on,” he says.

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The Long-Term Vision

Splendor believes e-commerce is moving toward a future where AI doesn’t simply assist merchants—it actively operates alongside them.

His vision is for Revluma to become the operational intelligence layer that continuously monitors every stage of an e-commerce business:

The system would identify opportunities, detect revenue leaks, surface risks, and eventually take action autonomously.

The long-term objective is clear:

To help thousands of stores recover lost revenue, improve customer retention, and make smarter operational decisions through AI-driven intelligence.

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Advice for AI Founders

When asked what advice he would give founders building AI startups today, Splendor’s answer is straightforward:

Don’t start with AI. Start with the problem.

He believes many founders focus on finding places to insert AI rather than identifying expensive problems that exist because current systems lack intelligence.

His recommendation is to stay close to the problem, build trust, focus on measurable value, and avoid pretending to be further along than reality.

“The goal isn’t to look bigger than you are,” he says. “The goal is to build something that eventually becomes much bigger than you are.”

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What’s Next for Revluma?

Following its public launch, Revluma plans to continue expanding Rev Intelligence across:

The company is currently seeking:

to accelerate product development and market expansion.

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Connect with Splendor Benjamin

Want to follow Revluma’s journey?

Revluma will become publicly available following its launch on September 25, 2026.