Facebook iconLendFast Case Study: AI Financial Data Analysis Platform
F22 logo

LendFast - Financial Data Analysis

LendFast is an AI-powered financial analysis platform that helps lenders and financial institutions analyze financial documents up to 10x faster. It automatically extracts financial data from different financial statements, calculates key ratios, and provides instant risk assessments with clear scores. This reduces underwriting time, improves decision accuracy, and seamlessly integrates with existing lending workflows.

hero-image

Industry

Finance

Business Type

SaaS Platform

Key Features

AI Document Processing, Financial Ratio Analysis & Risk Assessment

Impact & Results

LendFast streamlined financial analysis by automating document extraction, ratio calculations, and risk scoring. Lenders reduced underwriting time, minimized errors, and accelerated loan decisions, without disrupting existing workflows.

Challenges

As lending volumes increased, underwriters and analysts were overwhelmed with manual financial document processing. Extracting data from PDFs, calculating ratios, and assessing financial health took excessive time and introduced human errors. The key challenges included:

Manual Processing Overload

Manual Processing Overload

Analysts spent hours manually extracting financial data, reducing time for strategic credit analysis.

Slow Loan Decision Times

Slow Loan Decision Times

Manual processes delayed financial evaluations and extended time-to-approval for loan applications.

Inconsistent Risk Assessment

Inconsistent Risk Assessment

Financial ratio calculations varied between analysts, leading to inconsistent risk evaluations and decision-making.

Scattered Financial Data

Scattered Financial Data

Information from documents, calculations, and assessments was stored across different systems, making it difficult to get a comprehensive view of borrower financial health.

How LendFast Transforms Financial Analysis with AI?

LendFast makes financial analysis faster and easier by automating the most time-consuming parts of document processing. It uses AI to read complex financial statements, extract key data points, calculate important financial ratios, and create clear risk assessments. This helps lenders quickly evaluate borrower creditworthiness, cut manual work, speed up loan decisions, and lower underwriting risks.

Our Approach

F22 Labs built LendFast as a comprehensive AI-powered financial analysis platform. We followed our proven four-step process discovery, design, development, and deployment to bring the product from concept to market:

01

Discovery & Scope Mapping

Identified lender pain points and defined business requirements
Mapped financial analysis workflows and decision processes
Created detailed PRDs and technical specifications

02

System Architecture & Design

Designed scalable database schema for multi-user financial document management
Architected AI processing pipeline with multiple service integrations

03

Development

Priority-driven feature development including AI document parsing and financial calculations
Integrated multiple AI services (OpenAI, LlamaIndex, Anthropic) for optimal performance
Built real-time document processing with status updates and error handling

04

Deployment

Implemented scalable cloud infrastructure with Supabase and Next.js
Deployed secure document processing pipeline with automated financial extraction
Ensured compliance with financial data security standards and user authentication
cta-background

Build Your AI Product With Us!

Why wait? Your financial technology idea deserves the best execution. Let's turn your vision into a market-winning product together.

Solutions - A Few Key Features that we built

1. AI Document Processing

Automatically extracts financial data from balance sheets, income statements, and cash flow statements with high accuracy and speed.

Reduces manual data extraction by up to 80%
Improves accuracy with standardized document processing

2. Financial Ratio Calculations

Runs automated calculations for liquidity, solvency, and leverage ratios with configurable risk thresholds for different lender requirements.

Ensures consistent ratio calculations across all analysts and teams
Enables faster credit evaluations with real-time, rule-based scoring

3. Real-time Risk Assessment

Generates instant risk evaluations using calculated ratios, industry benchmarks, and customizable lender criteria.

Provides clear risk scores to support faster approval and rejection decisions
Reduces underwriting errors with standardized, data-driven assessments

Related Case Studies

Explore related case studies showcasing how we solved similar business challenges across industries.

Connect with our Co-founders

Murtuza Kutub

Murtuza Kutub

murtuza@f22labs.com

LinkedIn
Hariharasudhan

Hariharasudhan

hari@f22labs.com

LinkedIn
Ankur Chaudhary

Ankur Chaudhary

ankur@f22labs.com

LinkedIn

Have a Project? Let’s talk

Whether you're a Fortune 500 company or a fast-growing startup, we're here to co-innovate AI solutions that become your strategic differentiator.

Phone

0/200