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Case Study

Decision Intelligence Agents for Financial Institutions

Enterprise Grade AI Financial Advisor Platform

An AI-driven Decision Intelligence platform unifies ERP, treasury, and credit data to help banks and NBFCs forecast cash flow, optimize liquidity, and make faster, ROI-driven financial decisions.

Problem

The client is developing a Decision Intelligence Platform for banks and NBFCs to improve financial forecasting, working capital analytics, and ROI alignment. It needed a scalable AI engine to harmonize fragmented ERP, transaction, and credit data, enabling faster, data-driven financial decisions.

Approach

Intellectyx built an AI-driven Decision Intelligence framework on GCP that unified ERP, treasury, and credit data into a single financial model. Gemini-powered agents automated data ingestion, validation, and normalization, while Vertex AI enabled cash flow forecasting, credit exposure, liquidity optimization, and real-time scenario-based insights through Looker dashboards.

Platform in Action
Decision Intelligence Agent Platform — financial decisioning dashboard
Decision Intelligence Agent — scenario-based risk analysis and predictive forecasting
Our Solution

Agents We Created

Specialized AI agents engineered to automate and optimize business operations

Financial Data Orchestrator Agent

Decision Intelligence Agent

Predictive Forecasting Agent

Agent and HLIP Orchestrator

Compliance & Governance Agent

Insight Narrator Agent

Technology Stack

Tools Used

Cutting-edge technologies powering intelligent automation

LangChain logo
LangChain
LangGraph logo
LangGraph
Gemini logo
Gemini
pgvector logo
pgvector
Agno logo
Agno
Big Query logo
Big Query
Vertex AI logo
Vertex AI
Google Cloud logo
Google Cloud
Results That Matter

Outcome Metrics

Measurable impact delivered through intelligent automation

5×

Faster financial decision cycles for end clients

30%

Higher cash flow efficiency through predictive insights

50%

Reduction in manual data preparation effort

Real-time

Scenario modeling across treasury and credit functions

Automated

Anomaly detection and liquidity forecasting

Improved

ROI visibility for finance teams across the client base

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