What is AI model monitoring and why is it important?

It ensures deployed models continue performing accurately by tracking metrics like accuracy, latency, and drift.

How do you detect data drift or model drift?

We compare live input distributions to training data using statistical tests, alert thresholds, and logs.

How often should a model be retrained?

That depends on drift velocity and performance degradation; we automate triggers based on thresholds.

What tools do you use for model monitoring?

We use MLflow, SageMaker, Evidently, and Grafana, among others.

Can you help with model versioning and rollback?

Yes. We support model registry, versioning, rollback workflows, and CI/CD integration.

Do you support both on-prem and cloud environments?

Absolutely. We handle AWS, GCP, Azure, and hybrid setups with ease.

AI & Data Model Monitoring & Retraining Services Company in India

Name: Vervali Systems Pvt. Ltd. (India)
Address: IN

Emaratech – Dubai Store

Emaratech is a leading technology solutions provider in Dubai, specializing in innovative digital transformations for government and business sectors. We provided automation testing solutions for Dubai Store, ensuring seamless functionality, enhanced performance, and faster deployments. Our rigorous testing frameworks helped streamline operations, delivering a flawless user experience.

Motilal Oswal - Growth ka Arc

Motilal Oswal, a renowned name in financial services, launched Growth ka Arc to empower investors with insightful financial strategies. We provided design, development, and AI integration to create an intuitive and intelligent platform, enhancing user engagement and delivering personalized investment experiences.

Neuberg

Web App - Neuberg sought a robust digital platform to streamline diagnostics and patient management. We developed a user-friendly web application, integrating secure report access, online bookings, and real-time updates to improve patient convenience and operational efficiency.

Shiprocket Mobile App

Shiprocket, India’s leading logistics platform, wanted to simplify shipping management for businesses on the go. We developed a seamless mobile app, enabling users to book shipments, track orders in real time, and optimize delivery operations effortlessly.users to manage orders, track shipments, and optimize deliveries with ease.

Raheja Power Web App

Raheja Power, a trusted name in the energy sector, needed a robust digital platform to manage operations efficiently. We developed a userfriendly web application, integrating realtime monitoring, data analytics, and seamless reporting to enhance performance and decisionmaking. The platform ensures optimized resource management, improving overall operational efficiency.

Legrand Mobile App

Legrand, a global leader in electrical and digital building infrastructure, needed a mobile solution to enhance user experience and accessibility. We developed a robust and scalable mobile app, ensuring seamless connectivity, efficient performance, and a userfriendly interface tailored to their requirements.

Exide Mobile App

Exide, a trusted leader in energy storage solutions, needed a mobile app to improve customer experience and accessibility. We developed a reliable and userfriendly application that streamlines interactions, enhances convenience, and ensures smooth performance for their customers.

Neuberg

Mobile App - Neuberg, a leading name in diagnostics, aimed to enhance patient accessibility through a seamless mobile experience. We developed a feature-rich mobile app, enabling users to book tests, access reports, and manage health records effortlessly.

Market Mantra 99 – Mobile App

Market Mantra 99, a platform focused on financial insights and market analysis, needed a mobile app to provide users with realtime updates on the go. We developed a smooth, userfriendly application that ensures quick access to market trends, expert insights, and essential financial data, enhancing the overall user experience.

Pocket ATM Mobile App

Pocket ATM, a financial solution by Optimoney, needed a mobile app to provide users with seamless cash management and transaction tracking. We developed a secure and intuitive application that ensures easy access to financial services, smooth transactions, and an enhanced user experience.

Urban Ledger – Web App

Urban Ledger, a digital bookkeeping and payments platform, needed a web application to help businesses manage transactions effortlessly. We developed a seamless and secure web app, enabling efficient recordkeeping, realtime tracking, and streamlined financial management.

De Fabulous – ECommerce Store

De Fabulous, a premium haircare brand, needed a seamless ecommerce platform to enhance customer experience and drive online sales. We developed a visually appealing and userfriendly online store, ensuring smooth navigation, secure transactions, and an effortless shopping experience for customers.

Himalaya Wellness – ECommerce Store

Himalaya Wellness, a trusted name in herbal healthcare, needed an ecommerce platform to expand its reach in the UAE market. We developed a seamless and userfriendly online store, ensuring smooth navigation, secure payments, and an enhanced shopping experience for customers seeking natural wellness products.

NSEIT – Website

NSEIT, a sister company of NSE, specializes in digital transformation, cybersecurity, cloud solutions, and business process automation. We designed and developed a modern, highperformance website that effectively showcases their expertise, enhances user engagement, and ensures seamless navigation for clients across industries.

SLK Software – Website

SLK Software, a global technology solutions provider, needed a dynamic website to highlight its expertise in digital transformation, automation, and AIdriven solutions. We designed and developed a modern, intuitive website that enhances brand presence, improves user experience, and effectively communicates their innovative offerings.

Gamistaan – ECommerce Store

Gamistaan, a onestop destination for gaming enthusiasts, needed an ecommerce platform to offer a seamless shopping experience. We developed a userfriendly and visually engaging online store, ensuring smooth navigation, secure transactions, and easy access to a wide range of gaming products.

Urban Ledger – Mobile App

To enhance accessibility for businesses and individuals, Urban Ledger required a mobile app for onthego financial management. We developed a userfriendly and secure mobile application, ensuring smooth transactions, easy ledger maintenance, and realtime insights for better financial control.

boAt Lifestyle – Bills of Material (BOM) Web App

boAt, a leading brand in audio and wearable technology, required a specialized web application to manage its **Bills of Material (BOM)** efficiently. We developed a robust and scalable BOM management system, enabling seamless component tracking, version control, and streamlined production planning to enhance operational efficiency.

Nutrabay – ECommerce Store

Nutrabay, India's leading online store for health and fitness supplements, needed a seamless ecommerce platform to enhance customer experience. We developed a fast, secure, and userfriendly online store, ensuring smooth navigation, easy product discovery, and hasslefree transactions for fitness enthusiasts.

Currencies Direct – Automation Testing

Currencies Direct, a global leader in currency exchange and international payments, needed a robust testing framework to ensure seamless transactions and platform reliability. We implemented automation testing solutions to enhance performance, improve accuracy, and accelerate the release cycle while maintaining a secure and flawless user experience.

OnePlay – QA & Testing

OnePlay, a gaming platform offering seamless digital experiences, required rigorous QA and testing to ensure optimal performance and reliability. We conducted comprehensive quality assurance and testing, identifying and resolving issues to enhance user experience, improve stability, and ensure a smooth gaming environment.

Featured Insights

Embracing Accessibility

Vervali was commissioned to audit, identify and remedy over 2,000 URLs across all client platforms and solutions in accordance to the WCAG 2.0 guidelines with the objective to achieve AA Level of the 508 certifications.

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Automate Optimize and Drive Profitability

The offer loading and IP whitelisting was a process that was managed internally by our client. When they struggled to manage the increased volume, they reached out to us for help with manual data entry. Vervali analyzed the entire manual process and produced an automation plan and framework.

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A Bug Free Reward Program

To sustain an intensely competitive landscape of frequent flyers and loyalty programs our client was making every effort to engage & retain its customers by introducing increased benefits and new products. However, the introduction of these new changes without proper testing made their website more vulnerable and multiple defects.

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Digital Onboarding, Separation and Asset Management

With the increasing customer base, our client was enjoying great traffic and demand for their software. However, to sustain this increased growth, our client knew that they had to constantly upgrade their product. While they had introduced software to digitize the employee onboarding process. However, there were still many manual processes still in play. Our client needed a strategic partner, who can act as an extension of their team and help them digitize the manual processes.

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