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Case Studies

18 engagements, with the problem each one started from, what we built and the numbers it moved. Written up by the people who shipped them.

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By service

The TractorIQ predictive maintenance dashboard on a laptop, showing engine speed, oil temperature and coolant dials.

Latest

Smart Predictive Maintenance for Tractors: Bringing AI to the Service Bay

An AI-powered predictive maintenance solution that predicts equipment health, optimizes maintenance schedules, and brings legacy tractors into a unified intelligent monitoring platform.

Client A Leading Indian Tractor OEMYear 2026Platform AI-Powered Predictive Maintenance Platform, IoT & Industrial Intelligence System
45%Faster component issue detection35%Reduction in unplanned downtime risk

AI & Machine Learning

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Everything we have shipped.

18 case studies · page 1 of 2

Fixed deposit onboarding on a phone — the application form asking for a mobile number, ringed by secure, quick, reliable and seamless-banking markers.FinTech

Digitizing Trust: Paperless Fixed Deposit Onboarding for a Leading Small Finance Bank

A leading Small Finance Bank launched a 100% digital FD platform with compliance, security, and fraud prevention at its core. The solution cut onboarding to 15 minutes, boosted trust, and reduced support costs.

98%Identity verification accuracy30%Improvement in customer satisfaction
The MSME loan application on a phone in a stand, surrounded by floating approval and disbursement screens.FinTech

MSME Loan Journey: Digitizing Lending for a Leading Small Finance Bank

A Small Finance Bank’s MSME loan platform enabling faster processing, real-time verification, and better accuracy through unified web and mobile solutions.

60%Faster loan processing40%Faster document review
The C3 MedTech clinic dashboard on a laptop mounted to a slit lamp, showing left and right eye images with redness grading.Healthcare

C3 MedTech: Building a Smart Digital Companion for Dry Eye Disease Management

A HIPAA-compliant platform designed to help patients manage Dry Eye Disease while keeping clinics connected beyond visits. With guided diagnostics, secure patient-clinic linking, and cross-platform support, it boosts adherence, streamlines workflows, and scales across eye care practices.

40%Faster patient report access35%Smoother patient journey
RapidAML AML compliance software dashboard and customer screening interface designed by DigiWagon for enterprise RegTech SaaS.FinTech

RapidAML: Designing a Scalable AML Compliance Platform for Global RegTech Teams

Transformed a global AML software into a powerful, intuitive RegTech solution. With role-specific dashboards, guided onboarding, and real-time risk monitoring, RapidAML streamlines anti-money laundering compliance, improves operational efficiency, and strengthens market position worldwide.

35%Smoother onboarding flow30%Reduction in training burden for compliance users
The AIVA data assistant open on a laptop, showing search results beside New Search, Search History, Upload Data and All Uploads actions.Manufacturing

Building an AI Data Assistant for a Global CPG Leader

DigiWagon built a production-grade RAG platform for a global CPG leader, using Azure AI to help R&D and compliance teams quickly search, synthesise, and generate insights from millions of scattered documents.

70%Faster information retrieval60%Reduction in manual knowledge discovery
The transaction monitoring dashboard on a laptop against a lilac backdrop, showing an alert queue with risk scores.FinTech

Transaction Intelligence & Behavioral Analytics

A scalable and configurable transaction monitoring solution engineered to detect suspicious activity in real time using rule engines, behavioral profiling, and hybrid risk logic, enabling financial institutions to strengthen AML compliance while optimizing operational efficiency.

45%Faster suspicious activity detection35%Improvement in monitoring workflow efficiency
The SWIFT data orchestration console on a laptop, showing a validated message table with status columns.FinTech

SWIFT Data Orchestration & Automation

A centralised data automation platform engineered to replace high-risk manual spreadsheet processes with secure ingestion, task-based validation, and SWIFT-compliant standardisation workflows, ensuring data integrity, operational scalability, and audit-ready transparency for insurance operations.

60%Reduction in manual spreadsheet50%Faster data validation
The real-time payment screening console on a laptop against a green backdrop, showing a live transaction queue.FinTech

Real-Time Payment Screening for AML & Sanctions

A high-performance, real-time payment screening solution engineered to validate every transaction against global regulatory requirements, sanctions lists, and risk indicators, delivering ultra-low latency, automated decisioning, and operational transparency for compliance teams.

50%Faster transaction screening40%Faster sanctions validation
The watchlist governance console on a tablet, showing a consolidated list view with status columns.FinTech

Watchlist Governance & Compliance Intelligence Solution

Unified data governance and watchlist orchestration solution that consolidates, cleanses, and enriches regulatory, commercial, and internal lists, empowering compliance teams with real-time updates, audit-ready transparency, and exceptionally accurate screening data for enterprise AML operations.

50%Faster watchlist updates40%Reduction in duplicate or inconsistent list data
The AI-powered AML screening platform on a tablet, showing a screening queue with match statuses and risk flags.FinTech

AI-Powered AML Screening Platform: Modernising Financial Crime Compliance

Consolidated AML screening, automation, and case management into a single AI-powered platform, enabling faster onboarding, reduced false positives, and real-time compliance visibility for financial institutions.

70%Faster information retrieval60%Reduction in manual knowledge discovery effort
The SmartLend personal loan app on two phones, showing an instant loan offer and the application flow.FinTech

SmartLend: Scalable Personal Loan Engine for Digital Lending

A cloud-native platform for fast, secure, and compliant personal loans. With smart eligibility, fraud detection, and multi-tenant scalability, it enables instant onboarding, quicker approvals, and seamless white-label deployment.

60%Faster loan approvals50%Faster customer onboarding

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