Case Studies

The customer wanted to build a chatbot that would allow end customers, opticians, third party eyewear shops to place and track orders for lenses. Users could upload pictures of prescriptions, the chatbot would parse the data using OCR and ML to capture power, axis, spherical, and cylindrical data points. The user could then choose multiple options of lenses, enter details, and place an order. A rich web application was built to capture payments, user information, and edit orders.

The customer wanted to build a subscription platform. Users could subscribe to different market research reports. The reports can be viewed via the web application and apple newsstand. Security was the top most priority as login credentials, and reports could not be shared.

The customer wanted to build a platform where users can find parking spots as per their preference i.e. cost, distance or a combination of both. Parking lots should be able to book maximum occupancy, set rules for surge pricing, update occupancy details in real time and handle pre-booking of a parking spot.

The customer wanted to build a suite of products that would help them manage their business processes efficiently. This included a portal that would be used by the administrative team to manage customers, meal plan subscriptions, grievances and reporting. A kitchen portal to help chefs prepare meals as per each customer's specification and taste. A logistics app used to monitor the delivery of the meal. A customer facing mobile and web application that allows managing subscriptions, meals plans, and payments.

The customer wanted to build a platform to sell insurance policies direct to customers via an interactive web and mobile application. The policies were a combination of life, health, and income insurance. These were created by collaborating with industry leading insurance companies in these sectors. The platform had to automate functions such as accounting, billing, policy document generation, and payments. A configuration management system had to be built to allow generation of connectors to talk to legacy systems from partner insurance providers.

The customer wanted to build a release management pipeline that allowed them to test, build, and deploy their solution as a white-labelled offering to their customers. They also wanted the pipeline to support enterprise deployments of specific versions, these were deployed on premise or as an independent cloud deployment. Enterprise customers could request for features to either be built or added to a version they purchased.

The customer wanted to build a suite of products that would help them analyse credit risk for short term working capital loans, automate the KYC & underwriting process for faster loan disbursals and integrate with card issuers for automated card issuance. The product also involved building a treasury that would meet all compliance norms and ensure lending practices followed met the compliance and regulatory laws.

The customer wanted to build an auditing portal that used machine learning to reduce the time taken to review large documents. The solution required building a user interface that allowed the auditors to navigate through classification fields, review the excerpts in the document related to each classification field and interact with the document as they would using Adobe PDF viewer.

The customer wanted to build a first of its kind invoice financing platform for SMEs and MSMEs. Users could register with their GST details and share invoices that have been approved for income tax credit to lenders and other marketplaces. User's past financial information would be collected by integrating with account aggregators with the user's consent. Users could view loan offers from multiple lenders and select the one that is most apt.

The customer wanted to build a product that would allow users to take a picture of an invoice, send it over WhatsApp, Slack or email. The product would use an OCR system coupled with a machine learning model to identify the attributes of an invoice including the IBAN, amount, due date, currency and the recipient details. Reminders needed to be sent to customers when an invoice was nearning it's due date. Additional features included scheduling payments, conversations chat via WhatsApp, support for payment methods such as cards & open banking. A rich payment widget that can be embedded on any website to collect payments was also required.