Embedded AI for FinTech & Financial Services

FINTECH & FINANCIAL SERVICES

Secure, Intelligent Finance at the Point of Interaction

Payments, authentication, and fraud decisions increasingly happen on terminals, kiosks, and phones — not just in the data center. Sentrivo builds embedded AI and real-time data pipelines that make those edge touchpoints smarter, faster, and harder to attack.

Discuss Your Project
  • Millisecond decisions

    Risk and anomaly scoring runs at the terminal or kiosk, before a transaction completes.

  • Sensitive data stays local

    Biometric templates and raw signals remain in secure hardware and never leave the device.

  • Tamper awareness

    Sensors and models detect physical attacks like skimmers, shims, and enclosure breaches.

  • Audit-ready data

    Every event is captured in governed pipelines built for compliance, reporting, and model monitoring.

EMBEDDED AI PROJECTS

What We Build for FinTech

Smart POS Fraud Detection

Payment terminals that score transaction and device behavior on-device, flagging suspicious activity before authorization completes.

  • Secure MCU
  • On-Device ML
  • Payment APIs
  • Risk Scoring

ATM & Kiosk Security Intelligence

Tamper, vibration, and vision sensing that detects skimmers and physical attacks, plus predictive maintenance to reduce downtime.

  • Edge Vision
  • Tamper Sensors
  • Predictive ML
  • SOC Alerting

On-Device Biometric Authentication

Face and voice verification with liveness detection running inside secure hardware, so biometric data never leaves the device.

  • Secure Enclave
  • Edge Inference
  • Liveness Detection
  • Identity APIs

Usage-Based Insurance Telematics

Vehicle and mobile sensors that analyze driving behavior at the edge, sending privacy-preserving risk scores to insurers.

  • IMU / GPS
  • TinyML
  • Mobile SDK
  • Pricing Models

Real-Time Transaction Streaming

Streaming pipelines and feature stores that feed fraud and risk models with fresh signals and full observability into model behavior.

  • Kafka
  • Feature Store
  • Snowflake
  • Observability

Compliance & Operations Copilot

An AI assistant grounded in your policies, procedures, and audit data that helps compliance and ops teams find answers and document decisions.

  • RAG
  • AI Agents
  • Access Controls
  • Audit Logging
HOW WE DELIVER

From Concept to Production

01

Discover

Define the outcome, the signals available, and the power, cost, and latency budget the solution must live within.

02

Prototype

Build on target hardware early, proving the sensing, firmware, and AI model under real-world conditions.

03

Integrate

Connect devices to APIs, data platforms, dashboards, and AI agents so insight reaches the people who act on it.

04

Deploy & Observe

Ship with telemetry and observability in place, then keep improving models with real field data.

Ready to Bring Embedded AI to FinTech?

Tell us about the signals, devices, and outcomes you care about — we will help you shape a prototype and a path to production.

Start Your Project

Sentrivo engineers intelligent systems that connect edge devices, telemetry, observability, enterprise data, and AI—turning signals into action.

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