With Zero Funding, Nigerian AI Startup Decide Ranks Fourth Globally for Spreadsheet Accuracy

Why It Matters

Decide’s high ranking proves that resource‑constrained African startups can compete with heavily funded global players, signaling a shift in AI talent and innovation toward the continent. It also validates the practical value of AI agents in everyday spreadsheet workflows, a critical productivity bottleneck for many enterprises.

Key Takeaways

• Decide placed fourth in global spreadsheet AI benchmark
• Achieved 82.5% accuracy, solving 330 of 400 tasks
• Operates with three staff, zero external funding
• Gained 3,000 users within weeks of launch
• Benchmark created by Chinese universities, introduced at NeurIPS 2024

Pulse Analysis

The SpreadsheetBench benchmark, unveiled at NeurIPS 2024 by researchers from Tsinghua and Renmin universities, has quickly become the gold standard for measuring AI performance on real‑world spreadsheet problems. By sourcing tasks from online forums, it evaluates formula generation, data cleaning, multi‑sheet navigation, and logical reasoning—skills that directly translate to everyday office productivity. Rankings on this benchmark are closely watched by investors and enterprise buyers, because they signal an agent’s readiness for deployment in data‑intensive environments across finance, logistics, and consulting.

Decide, a three‑person Nigerian startup founded by former Flutterwave engineer Abiodun Adetona, achieved an 82.5 % accuracy score, solving 330 of 400 verified tasks and earning fourth place globally. The platform distinguishes itself by not only generating formulas but also executing changes within the spreadsheet and providing plain‑language explanations. Within just 24 days of launch, it attracted 1,000 users, and today the user base exceeds 3,000, including paying customers. This performance rivals well‑funded competitors such as Shortcut.ai, which operates with $30 million in capital.

The success of Decide underscores a broader shift in African AI: lean teams can compete on technical merit without deep pockets. However, scaling to enterprise‑grade deployments often requires capital for infrastructure, sales, and regulatory compliance. As African founders demonstrate product‑market fit, the challenge will be securing investment that respects local problem‑solving ethos while enabling global reach. If venture capital aligns with these realities, more African AI firms could climb rankings like SpreadsheetBench, reshaping the continent’s reputation from cost‑effective innovators to world‑class technology providers.