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Hybrid AI services

Combine the power of Predictive and Generative AI

Backbase hybrid AI services bring together traditional machine learning and modern large language models - giving banks a unified AI layer to power smarter decisions and automated actions. From anticipating customer needs to generating contextual responses, these services embed directly into your banking platform, enabling real-time intelligence across journeys, channels, and systems.

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A full-stack AI layer, purpose-built for banking

Backbase puts AI to work across the entire customer lifecycle, from powering personalization, to faster decisions, and frictionless service. Built for scale and control, our Hybrid AI Services combine machine learning and GenAI to deliver real outcomes, not just insights. Every capability is designed to act in real time - so your bank moves smarter, not just faster.

Predictive intelligence

Anticipate customer behavior, detect risks, and trigger high-impact actions across journeys. Deliver personalized engagement, smarter servicing, and faster decisioning, all powered by machine learning models built for real-time execution.

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Generative AI orchestration

Safely integrate LLMs into your banking workflows. Manage prompts, routes, and guardrails to deliver context-aware conversations, automated servicing, and dynamic content—always compliant, always on-brand.

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Knowledge services

Map customer relationships, transactions, and assets into a living knowledge graph. Power smarter recommendations, semantic search, and hyper-personalized experiences grounded in real-world data.

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Responsible AI & guardrails

Govern every AI-driven interaction with explainability, safety, and compliance built-in. Control how models behave, moderate outputs, and ensure full transparency across customer and employee journeys.

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Operational AI management

Deploy, monitor, and optimize AI workflows at scale. With real-time observability and lifecycle automation, you keep innovation running fast—without losing control.

Overview

Capabilities

Predictive AI

Forecast behavior, reduce risk, and personalize journeys with models that detect intent, churn, and opportunity in real time.

LLM & Prompt Management

Centrally manage prompts, templates, and model behavior. Orchestrate large language models across channels—securely, consistently, and on-brand.

Guardrail Services

Control LLM outputs with moderation layers, safety filters, and policy enforcement. Ensure every interaction is compliant and trusted.

AIOps & LLMOps

Monitor, manage, and optimize your AI stack in production—ensuring performance, stability, and traceability at every step.

Data Science

Enable rapid experimentation with notebooks, templates, and reusable components—integrated directly into your development environment.

MLOps

Streamline the machine learning lifecycle with pipelines, version control, and CI/CD workflows tailored for banking-grade governance.

RAG Services

Deliver grounded, context-aware responses by combining retrieval-augmented generation with your bank’s own data and knowledge base.

LLM Gateways

Route traffic across external and internal models through a single API layer. Maintain full visibility and control across vendors and use cases.

Knowledge Graphs

Structure banking data into relational insights. Power search, personalization, and conversational AI with connected intelligence.