Banking and Finance
The Current Challenges
Banks make thousands of credit, risk and research decisions every day, and many still rely on manual review and scattered information. Underwriting is slow, risk signals arrive late, and analysts spend hours gathering news and market data before they can act. Every one of these decisions must also be explained to customers and regulators.
How NueralSoft Is Solving It
We combine three kinds of AI, each where it fits best. Explainable machine learning scores credit, fraud and churn risk. Generative AI condenses news and market data into analyst-ready insight. Agentic AI handles multi-step work such as loan review, with a person approving every decision.
Solutions
Working reference implementations across agentic AI, generative AI and machine learning, each available for a private demonstration.
Multi-Agent Mortgage Assistant
A team of AI agents reviews loan applications against underwriting policy, runs risk checks and gathers supporting evidence. Every case goes to a human underwriter for the final decision.
Financial News Intelligence
Aggregates and summarises financial news, scores market sentiment and turns it into concise intelligence for faster investment and business decisions.
Stocks with AI Analysis
Combines market data with retrieval-based research into companies' AI initiatives and market sentiment, giving analysts a side-by-side view for decision support.
Credit Risk & Loan Eligibility Models
Predicts loan default, delinquency, credit card approval and personal loan eligibility from applicant and account data, so lenders can prioritise reviews and act earlier.
Credit Card Fraud Detection
Flags likely fraudulent card transactions from transaction patterns, so fraud teams can focus on the highest-risk activity.
Customer Churn Prediction
Identifies customers likely to leave, so retention teams can reach them before they do.
Built for Regulated Environments
- GroundedAnswers cite the source document they come from.
- Human approvalAgents prepare and recommend; people decide.
- Measured qualityRAGAS, DeepEval and LLM-as-a-Judge evaluation.
- Your controlsYour security, identity and data controls in production.
See it working on your data
Every solution on this page is available for a private demonstration.
Request DemoSolutions shown are NueralSoft reference implementations, adapted to each client's data, systems and controls. Private demonstrations available on request.