Titan announced that it has raised $3 million in new funding led by Entropy Ventures to accelerate development of its banking-native AI platform designed specifically for regulated financial institutions.
The New York-based company emerged from stealth in October 2025 and said it has experienced strong demand from banks, credit unions, and fintech companies seeking AI solutions that incorporate regulatory requirements and governance controls. According to Titan, its annual recurring revenue has tripled since launch.
Unlike general-purpose large language models, Titan’s AI models are built specifically for banking applications and are trained on industry-specific workflows, data structures, and regulatory considerations. The company aims to provide institutions with AI systems that are auditable, explainable, and aligned with compliance requirements.
The financing marks the inaugural investment for Entropy Ventures Fund I. Founded by Jeff Reitman, Entropy Ventures focuses on early-stage companies across B2B software, fintech, applied AI, and crypto infrastructure.
Titan said the proceeds will support product development, hiring, and expansion efforts as the company builds AI infrastructure tailored to the operational, risk management, and compliance needs of financial institutions.
The company serves community banks, regional banks, super-regional banks, credit unions, and fintech firms operating in regulated environments. Titan’s platform provides access to foundational AI models, banking-specific models, and banking agents designed to automate workflows while incorporating regulatory reasoning.
KEY QUOTES:
“Banking is one of the most demanding, compliance-driven operational environments in the world, and its next generation of winners will be those institutions that can adopt AI with governance, regulatory alignment, and real domain reasoning built in. Titan is defining what banking-native AI looks like from the start, and we’re excited to lead this round as Entropy Fund I’s first investment because trusted banking AI isn’t a future concept, it’s rapidly becoming required, foundational infrastructure. The window for banks to adopt AI safely is opening fast, and the cost of waiting will only compound over time. The institutions that get it right now will define the next era of financial services.”
Jeff Reitman, Founder and General Partner, Entropy Ventures
“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.”
Arjun Sirrah, Founder and Chief Executive Officer, Titan
