Decision intelligence platform for credit risk, fraud, and customer decisions
Provenir operates a decision intelligence platform for financial services, built on AWS microservices (Spring Boot, Python, FastAPI, Kubernetes) with heavy investment in ML/GenAI infrastructure (Bedrock, SageMaker, LangChain). The company is actively productionizing LLMs and building AI agents—a shift reflected in project priorities around ML/GenAI pipelines and AI capabilities research. Sales-led hiring (15 roles) combined with geographic expansion into Malaysia and Southeast Asia suggests Provenir is pursuing growth beyond its core North American and EMEA footprint.
Provenir is a decision intelligence platform for financial services, founded in 2004 and headquartered in Parsippany, New Jersey. The product unifies credit risk, fraud detection, and customer management in a single platform, serving banks, fintech, and lenders across consumer, auto, SME, and commercial segments. Provenir operates at scale across 60+ countries and processes over 4 billion transactions annually. The engineering is cloud-native (AWS, Kubernetes, microservices) with recent focus on embedding generative AI for faster decision deployment and continuous optimization of customer strategies.
Provenir's stack spans AWS cloud (EKS, Lambda, SageMaker, Bedrock), containerization (Docker, Kubernetes), backend services (Spring Boot, Python, FastAPI), frontend (Angular, TypeScript, Tailwind), and observability (Datadog, New Relic, Splunk, Prometheus).
Key projects include productionizing LLMs on Amazon Bedrock, building AI agents with LangChain, ML/GenAI pipelines, geographic expansion into Malaysia, and partner ecosystem development. The company is also conducting solution architecture workshops and building demonstration environments.
Other companies in the same industry, closest in size