NLightN Consulting

Empowering Businesses using AI

NLightN

Empowering Banking & Finance Through Generative AI

With extensive experience in Generative AI, NLightN's mission is to enable banking and financial institutions to effectively leverage the power of GenAI and stay ahead in a rapidly evolving technological landscape that has the potential to transform financial services.

Our Agentic Services

Human-led Services Powered by Agentic AI

NLightN delivers financial services using intelligent AI agents that work alongside human experts. Our approach combines the speed and accuracy of AI with the domain expertise and regulatory compliance knowledge of experienced professionals.

Available in Two Modes:

1. Human+AI Services (Traditional Consulting)

  • You engage us for banking services (loan analysis, risk assessment, document processing)
  • Our team uses AI agents combined with financial services expertise
  • We deliver completed work with human oversight ensuring compliance and accuracy
  • You receive actionable deliverables—credit memos, risk reports, processed documentation

2. Direct Agent Access via FRIDAYi Platform (Enterprise Self-Service)

  • Your banking teams access our AI agents directly through the FRIDAYi platform
  • Agents handle analysis, document processing, and reporting tasks on-demand
  • Your analysts maintain control while leveraging AI capabilities at scale
  • Ideal for financial institutions with internal teams seeking AI augmentation

Whether you need full-service delivery or direct agent access, NLightN provides the flexibility to work the way that best suits your institution.

AI Benefits

Why AI for Banking & Finance?

Generative AI transforms banking operations across retail and corporate segments by automating complex processes, enhancing customer experience, and enabling intelligent decision-making. Key benefits include:

Operational Excellence

Automate retail and corporate loan processing, KYC verification, trade finance documentation, and credit analysis—reducing processing time by up to 60% while maintaining accuracy and compliance.

Enhanced Customer Experience

Deliver personalized financial advice for retail clients and intelligent relationship management for corporate clients with 24/7 support that understands context and needs.

Risk Management

Detect fraud patterns, assess retail and corporate credit risk, monitor portfolio exposure, and ensure regulatory compliance in real-time with AI-powered monitoring and predictive analytics.

Strategic Insights

Unlock actionable intelligence from vast financial data, market trends, corporate performance metrics, and customer behavior to drive informed lending and investment decisions.

What We Offer

Banking Services We Deliver (Using AI)

We deliver the following banking and financial services to you—leveraging our AI agents to ensure speed, accuracy, and compliance:

Retail Customer Service Agent

Intelligent chatbots that handle retail customer queries, account information, transaction support, and personalized financial guidance across multiple channels.

Corporate Lending Agent

Automates analysis of corporate financial statements, working capital requirements, credit memos, and covenant compliance—accelerating loan approval workflows and credit decisions.

Trade Finance Agent

Processes letters of credit, bill of lading, shipping documents, and compliance verification for import-export transactions—reducing manual review time and errors.

Treasury & Cash Management Agent

Provides corporate clients with intelligent cash flow forecasting, liquidity management insights, and automated reconciliation of accounts and transactions.

Risk Assessment Agent

Analyzes credit histories, transaction patterns, corporate financials, and market data for intelligent risk scoring, fraud detection, and portfolio monitoring.

Wealth Management Agent

Generates personalized investment recommendations, portfolio rebalancing strategies, and financial planning insights for retail and HNI clients based on goals and risk profiles.

About Us

GenAI Pioneers with Elite Expertise

NLightN Consulting combines deep GenAI proficiency with strategic advisory to fast-track AI adoption. Our team accelerates maturity assessments, roadmaps, and high-ROI implementations while prioritizing ethical governance and data security.

Sreekanth Sreedharan

Co-founder with 15+ years in AI applications, 6,000+ hours hands-on coding GenAI, MBA from IIM Ahmedabad, and former roles at TCS, eBay, and Azim Premji Foundation.

Sreenath Manickom

Deep expertise in GenAI applications QA, user experience, and client requirements with 15+ years at Volvo spanning India and US operations.

NLightN delivers human-AI synergy for transformative results.

Portfolio

Proven GenAI Impact: Relevant Projects

Large-Volume Document Processing: Automated grant reviews for India's largest grant makers—scalable to high-volume corporate loan applications, trade finance documentation, and financial statement analysis.
HR Policy Assistant: AI chatbot serving 2,500+ users—adaptable for retail customer service, corporate relationship management, and policy automation.
AI Analytics Platform: Delivered insights platform for India's largest Not-for-Profit with web and WhatsApp interfaces—mirroring treasury analytics, portfolio monitoring, and corporate client engagement tools.
Natural Language Application: Healthcare insights across multiple programs—transferable to financial data analysis, credit risk assessment, and customer behavior understanding.

Ready to Transform Your Institution with AI?

If you want to explore how AI can modernize your banking operations but aren't sure where to begin — let's talk.

sreekanth.sreedharan@nlightn.in

WhatsApp: +91 97312 96263