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Fintech infrastructure

AI infrastructure for fintech teams.

Fintech moves fast, and conversational, agentic finance is the next surface. TwelveAI gives your team the intelligence layer and financial APIs to ship it without a multi-quarter research project.

The AI is not your moat

Your product, your rates, and your customer experience are your moat. Intent detection, grounding, and guardrails are shared infrastructure. Buying them turns a research bet into a configuration task.

Architecture

How the layers connect.

Applications talk to the intelligence layer, which reasons and orchestrates, then executes against financial infrastructure and regulated providers.

Applications
Your product
BanksFintechsWalletsNeobanksFinancial SaaS
TwelveAI Intelligence Layer
Understand and reason
Intent RecognitionContext EngineFinancial ReasoningAgent OrchestrationMemoryGuardrailsAuthorization
TwelveAI Financial Infrastructure
Execute actions
AccountsTransfersPaymentsFXCardsBillsWalletsTransactionsIdentity
Financial Providers
Regulated rails
BanksPayment processorsCore bankingFintech infrastructureExternal APIs

Why fintechs build on TwelveAI

Faster time to market

Launch conversational finance in weeks, not quarters.

Lower risk

Safety machinery built in and maintained for you.

Composable

Bring your rails; add agents and tools as you grow.

Scales with you

Reliable and reconcilable on real financial systems.

AI fintech infrastructure with TwelveAI
12Built on real financial rails
Fintech infrastructure in practice

Infrastructure, not a demo.

Everything here runs on the same platform we operate for real customers, grounded answers, gated writes, and a full audit trail.

  • Faster time to market. Launch conversational finance in weeks, not quarters.
  • Lower risk. Safety machinery built in and maintained for you.
  • Composable. Bring your rails; add agents and tools as you grow.
  • Scales with you. Reliable and reconcilable on real financial systems.

Build with TwelveAI.

The AI infrastructure for conversational banking.