← Embedded Finance Index 2026

TitanBanking

Can a banking-native small language model beat general-purpose LLMs as the AI substrate for regulated financial institutions?

Founded2025
HQNew York, NY, United States
FoundersArjun Sirrah
Total raised$3M
Latest roundEarly Stage VC, 2026
IndustryInfrastructure / AI for Banking
The story

Titan is a 2025-founded, New York-based AI platform (Titan OS, Inc.) building banking-native small language models and agents for banks, credit unions, and regulated fintechs. Founded by Arjun Sirrah (ex-EVP/Head of Digital & FinTech at KeyCorp, founding CTO of Laurel Road), the company positions itself explicitly against general-purpose LLMs — training its own SLMs on OCC, CFPB, FFIEC, FDIC, and Federal Reserve materials with regulators and bank operators. The product suite is Titan Foundry (secure chat), Banking Models (proprietary SLMs), and Banking Agents for credit memos, transaction monitoring, and regulatory reporting. Titan is a vendor TO banks, not a bank — it does not itself hold licenses or offer embedded finance rails.

Last 12 months
2026-03
2026
2026
Product timeline
2025
Titan OS, Inc. founded in New York by Arjun Sirrah (former EVP, Head of Digital & FinTech at KeyCorp; founding CTO of Laurel Road).· pivot
2026
Launched banking-native Small Language Models (SLMs), claiming outperformance vs ChatGPT, Gemini, Claude on Banker Trust Index and RAGAS benchmarks.· product
2026
Raised $3M from Entropy Ventures to scale banking-native AI platform.· funding
2026
Achieved SOC 2 Type II compliance (period Sep 2025 - Mar 2026).· compliance
The stack
0 layers disclosed in TitanBanking’s embedded-finance stack
Accounting gap: none