Beyond the pilot: Dyna.Ai raises eight-figure Series A to put agentic AI in financial services to work

The financial services industry has a pilot problem. Institutions pour resources into AI proofs-of-concept, generate impressive dashboards, and then quietly watch momentum stall before anything reaches production. Singapore-headquartered Dyna.Ai was built precisely to break that pattern–and investors are now backing that thesis with serious capital.

The AI-as-a-Service company has closed an eight-figure Series A round led by Lion X Ventures, a Singapore-based venture capital fund advised by OCBC Bank’s Mezzanine Capital Unit, with participation from ADATA, a Taiwan-listed technology company, a Korean financial institution, and a group of finance industry veterans.

The funding will accelerate deployment of what Dyna.Ai calls its agentic AI in the financial services platform–a platform already live across banks and financial institutions in Asia, the Americas, and the Middle East

Execution over experimentation

What sets Dyna.Ai apart from the broader wave of enterprise AI startups is its deliberate narrowness. Founded in 2024, the company positioned itself not as a general-purpose AI platform but as an execution-focused operator inside regulated environments–places where compliance, auditability, and governance are not optional extras but baseline requirements.

Its platform combines domain-specific expertise, AI agent builders, task-ready agents, and fully operational agentic applications capable of running within defined workflows. The pitch, framed under a “Results-as-a-Service” model, is that enterprises don’t need more experimentation–they need AI that works within the constraints of their industry and produces measurable outcomes from day one.

“While much of the industry was focused on how broadly AI could be applied, we doubled down early on a specific, pressing problem and built it with outcomes in mind,” said chairman and co-founder of Dyna.Ai Tomas Skoumal. 

Why investors are betting on this moment

The timing of this raise is significant. Across the region, the conversation around AI in enterprise has shifted–from whether to adopt it, to how to make it stick. Irene Guo, CEO of Lion X Ventures, captured the mood among investors clearly.

“Enterprise AI is entering a phase where execution and measurable outcomes matter more than experimentation. Dyna.Ai differentiates itself through strong domain expertise, operational discipline, and the ability to deploy agentic AI within complex, regulated enterprise environments,” Guo noted.

That regulatory dimension is where the real friction lies for most institutions. Agentic AI–systems capable of autonomous decision-making and task execution within defined parameters–carries a different risk profile than a standard AI model generating recommendations. 

In banking and insurance, especially, those agents need to trigger workflows, update records, and handle documentation with full accountability trails. Getting that right requires more than good models; it requires governance architecture built into the product from the ground up.

Cynthia Siantar, Dyna.Ai’s Head of Investor Relations and General Manager for Singapore and Hong Kong, pointed to a clear shift in how enterprise buyers in the region are approaching this: “The focus has moved past pilots and experimentation to how AI can be deployed in day-to-day operations and deliver real outcomes.”

A market that’s ready

The macroeconomic backdrop supports the appetite. Southeast Asia’s AI market is projected to exceed US$16 billion by 2033, and the financial services sector–long constrained by legacy infrastructure and regulatory caution–is increasingly seen as one of the highest-value targets for agentic AI in financial services deployment.

The investor syndicate around this raise is itself telling. The involvement of a Korean financial institution alongside OCBC-advised capital and a Taiwan-listed tech company signals cross-border appetite that spans both the buy-side and the infrastructure side of the equation.

For the broader industry, Dyna.Ai’s Series A is a data point in a larger pattern: the era of AI pilots has a shrinking shelf life. Enterprises that cannot move from proof-of-concept to production–within the compliance frameworks their regulators demand–will increasingly look to specialists who can.

The pilots had their moment. Now comes the hard part.

(Photo by Dyna.Ai)

See also: Santander and Mastercard run Europe’s first AI-executed payment pilot

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