Titan has raised $3m in new funding to scale its banking-native AI platform for financial services.
Entropy Ventures led the round, which Titan said will support the development of AI infrastructure for banks and other regulated financial institutions, including tools designed to be auditable and explainable.
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Titan is due to emerge from stealth in October 2025.
According to the company, its models are designed specifically for banking and are trained on sector-specific language, data and workflows.
The deal is the first investment made by Entropy Ventures Fund I.
Jeff Reitman, the founder and general partner of Entropy Ventures, has spent more than a decade in venture capital focusing on B2B and fintech.
The funding will back the next stage of product development and expansion, including recruitment, the company said.
Its customers include community, regional and super-regional banks, credit unions and fintech companies working in regulated markets.
Titan founder and CEO Arjun Sirrah said: “Since coming out of stealth seven months ago with a seven‑figure ARR, we’ve tripled our live ARR in this short period by focusing on what banks actually need to adopt AI safely, which are systems that actually understand banking’s products, workflows, and governance from day one.
“AI adoption in banking is no longer optional, but delaying or getting it wrong can create real operational and regulatory risks. This is why we’re building banking‑native AI now that allows teams to move with urgency without sacrificing effectiveness, control, and examiner readiness.”
