Insider Brief
- Titan, a banking-native AI platform purpose-built for financial services, has raised $3 million in new funding led by Entropy Ventures — the firm’s inaugural Fund I investment — to deliver auditable, explainable AI infrastructure for regulated banking environments.
- Founded by CEO Arjun Sirrah, Titan launched from stealth in October 2025 with a seven-figure ARR and has since tripled that figure, serving community, regional, and super-regional banks, credit unions, and fintechs that require AI systems they can govern, audit, and defend to regulators.
- Unlike general-purpose LLMs, Titan’s models are trained from the ground up on the language, data structures, and regulatory workflows specific to financial institutions, addressing a gap the company argues leaves banks choosing between speed and the governance controls their regulators demand.
PRESS RELEASE — Titan, the first of its kind, banking‑native AI platform purpose‑built for financial services, has announced it has raised $3 million in new funding, led by Entropy Ventures. The raise accelerates its mission to deliver auditable, explainable AI infrastructure for the highly-regulated banking landscape, allowing institutions to innovate securely and at speed.
Launching from stealth in October 2025, Titan has experienced tremendous momentum in the market, signaling a surge in demand for AI solutions that financial institutions can trust in real operational and regulatory environments.
Banks, credit unions and fintechs face immense pressure to adopt AI, but today’s general‑purpose large language models (LLMs) were never built for banking. They lack the domain‑specific training, regulatory context and rigor, and data structures institutions operate under daily, leaving institutions to choose between speed and the governance controls their regulators expect.
Titan’s models are banking‑native by design, trained on the language, data, and workflows specific to financial institutions. Rather than using a general model that lacks the shared lineage of bank operations, regulatory reasoning and institution-specific context needed to be truly effective and compliant, Titan is built from the ground up to fit how financial institutions already work.
Titan is Entropy Ventures Fund I’s inaugural investment, underscoring the firm’s conviction in the emerging need for banking-native, regulatory-ready AI infrastructure and Titan’s ability to meet it. Having spent more than a decade in venture capital focused on B2B and fintech, Founder and General Partner of Entropy Ventures, Jeff Reitman has witnessed firsthand the rising appetite for AI throughout the financial services industry, recognizing the need for authentic solutions built on a genuine understanding of how banking works.
“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,” said Reitman. “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.”
This new financing will support Titan’s next phase of product acceleration and growth investments, including key hiring, as the company continues to expand and build banking‑native AI infrastructure designed for the compliance, risk, and operational realities of financial institutions.
“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,” said Arjun Sirrah, Founder and CEO of Titan. “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.”
Titan serves community, regional, and super-regional banks, credit unions, and fintechs operating in regulated environments — institutions that need AI infrastructure they can govern, audit, and defend to examiners. Learn more at www.titanbanking.ai.
About Entropy Ventures
Entropy Ventures is an early-stage venture capital firm that backs ambitious founders building transformative businesses across B2B, fintech, applied AI, and crypto infrastructure. Founded by investor and entrepreneur Jeff Reitman, the firm invests in companies raising their first $15 million. Entropy combines deep sector expertise, extensive enterprise networks, and hands-on support across customer acquisition, go-to-market strategy, and company building to help founders scale faster and de-risk their first few million in ARR.
About Titan
Titan provides the first banking-native AI platform that allows banks to adopt AI safely through a secure, private interface with access to foundational models, its own purpose-built models for banking, and banking agents. The platform, built by a founding team with deep experience in AI, bank operations & technology, and regulatory compliance, is designed to help banks compete and scale in the AI era. Titan delivers what off-the-shelf foundational models cannot: purpose-built banking intelligence that reasons through complex scenarios like veteran operators and automates critical workflows with built-in regulatory understanding. See why major institutions choose Titan at https://www.titanbanking.ai/ or connect with us on LinkedIn for industry insights.
Contacts
MEDIA CONTACTS:
Cristi Murray
For Titan
678–781–7217
cristi@williammills.com
Derek Howard
For Titan
678–781–7215
derek@williammills.com
