Niural, an AI-native platform for global payroll and benefits, has launched Niural AI Labs, a dedicated research arm focused on developing long-horizon AI agents for high-stakes operational domains, alongside $21m in new strategic capital that brings its Series A to $52m.

The fresh funding came from customers and partners already using Niural in production, including FOG Ventures and NewView Capital, with continued participation from existing investors.

Niural AI Labs is designed to extend capabilities the company developed through running regulated payroll and benefits infrastructure into other domains where accuracy, compliance and deadlines are critical. The Lab's foundational stack includes workflow orchestration, agent decomposition, verifiable data infrastructure, evaluation systems, and post-training loops built around correctness.

For existing Niural customers, the Lab functions as the engine behind the product roadmap, with each development intended to feed back into the core platform as more autonomous workflows, reduced manual handoffs and broader agent coverage.

The company operates in more than 150 countries, moving billions of dollars in global transaction volume annually for clients including Rillet, Sevaro, ConductorOne and Polygon. It runs proprietary tax engines and regulated money movement capabilities, and in April 2026 launched a master medical partnership with Aetna, adding to existing institutional partnerships with Guardian and Kaiser. Since that partnership went live, Niural has crossed $200m in annualised gross revenue on its PEO product alone.

Niural co-founder and CEO Nami Baral said, 'Niural AI Labs is our bet on the hardest problem in AI: agents you can trust with work where the margin for error is zero. Most AI is built for tasks where being wrong is cheap. We built the opposite. Payroll and benefits gave us a production environment where every decision has a right answer, a deadline, and consequences. The Lab exists to take what we have proven there and extend it into other domains companies cannot afford to get wrong.'

Niural co-founder and president Nabin Banskota said, 'Every breakthrough in the Lab becomes a better product in our customers' hands. The goal is not just to save time. It is to return attention. The work that used to consume the back office should increasingly run itself, so founders and operators can focus on building the company.'