Partner with Naga, a leading custom AI development company, to design, develop, and deliver world-class software that powers business growth.
Workbench AI, co-developed by Naga, is a no code AI builder that redefines how enterprises build, train, and deploy intelligent models. Designed to remove barriers to AI adoption, the platform allows teams to prototype and operationalize projects without writing a single line of code.
Naga’s experience in AI development, IT services, and software outsourcing shaped the platform’s architecture, scalability, and AI software design. Together with the Kranium AI team, Naga delivered a system that helps enterprises create and deploy production-grade models faster and at a fraction of traditional cost.
To transform the vision of a fully no code AI builder into a working product, Naga’s engineering team adopted an agile, sprint-driven approach. Short feedback loops, rapid prototyping, and continuous iteration guided the development process.
The project began with discovery workshops where business goals were mapped into technical milestones. Each sprint delivered a working prototype, from dataset upload and training screens to dedicated dashboards. Instead of long wait cycles, stakeholders interacted with live builds within weeks, shaping features through direct feedback and real usage.
This approach enabled drag-and-drop workflows, one-click deployment, and integrated analytics to grow directly from user insights. By prioritizing validation over lengthy documentation, Naga ensured each feature addressed a real need, reducing time-to-market and delivery risk.
For Naga, the platform became a showcase of AI software design, combining technical precision with adaptive delivery to achieve innovation at enterprise scale.
Scalability and flexibility were foundational to Workbench AI’s design. Naga architected the platform around a microservices framework, ensuring each service could scale independently and use the most suitable technology for its function.
Instead of a single monolithic system, the platform was divided into specialized services, data ingestion, data processing, model training, inference, user management, and deployment monitoring. Each module was built using the technology best suited to its role:
Python / Flask for machine learning services,
Node.js for lightweight APIs,
Go for streaming and concurrent tasks, and
Kubernetes + Docker for container orchestration and seamless scalability.
This approach ensures Workbench AI can scale easily for more users, larger datasets, or updated model libraries without disruption. Enterprises gain a system that grows as their needs grow, supported by proven AI web development patterns applied to microservices.
This architectural discipline positioned Workbench AI as a benchmark for how to develop AI software built for enterprise scale, fault-tolerance, and continuous evolution.
For a no code AI builder platform to succeed, usability is everything. Naga’s design and front-end engineering teams built a completely custom user experience from scratch, not just a themed dashboard, but a workflow-oriented design that simplifies complex AI operations into intuitive visual steps.
The UX design process began with user-journey mapping, identifying how data scientists, analysts, and business users would interact with the system. Each screen was then prototyped, tested, and refined to ensure clarity and speed.
The result is an interface where users can:
Upload and prepare data through guided steps,
Choose models from a visual library,
Train and evaluate results in real time,
Deploy models instantly as APIs or web services.
Modern front-end frameworks like React JS were used to ensure smooth interactivity, while contextual tooltips, visual flows, and error-proofing improved usability.
As a company experienced in AI web development, with a deep focus on human-centered design, Naga delivered a UX that lowers the technical barrier, enabling anyone, from analysts to executives, to harness the power of AI without specialized training.
One of the technical highlights of Workbench AI is its multi-database architecture – a polyglot persistence strategy where each data type is stored in the system best optimized for it.
Naga’s engineers implemented multiple database layers, including:
PostgreSQL for transactional data and relational models,
MongoDB for flexible document-based metadata and configuration,
Redis for caching and fast data retrieval,
S3-compatible object storage for datasets, logs, and model files, and
Time-series databases for monitoring model performance over time.
This design ensured every subsystem operated with optimal performance and scalability. By separating data concerns and aligning technology to purpose, the platform achieved rapid response times and high reliability even under heavy enterprise workloads.
Such architectural finesse reflects Naga’s maturity as a team that can develop AI software balancing data speed, flexibility, security, and maintainability.
The ultimate success of Workbench AI lies in what it delivers to its users: a way for enterprises to deploy AI solutions faster and more affordably than ever before.
Traditionally, developing AI systems required months of setup, extensive data engineering, and dedicated data-science teams. Workbench AI collapses this timeline from months to weeks, sometimes even days. Using pre-built workflows, model templates, and automated training pipelines, enterprises can:
Integrate their datasets instantly,
Experiment with multiple AI models,
Deploy predictive APIs within clicks, and
Monitor performance without manual maintenance.
By eliminating heavy engineering cycles through a no code AI builder, enterprises reduce costs by more than 60% while gaining agility to experiment, scale, and improve continuously.
This efficiency advantage defines why Workbench AI stands out as a cornerstone of enterprise AI development, enabling large organizations to leverage AI’s potential without high technical overhead.
Given its enterprise clientele, Workbench AI was designed with security and compliance at its core. Each microservice enforces authentication and role-based access control, ensuring isolation between tenants and data sources.
Automated deployment pipelines with CI/CD ensure smooth updates and zero downtime. Continuous monitoring with real-time logs, alerts, and metrics visualization enables proactive maintenance, all built into the platform’s microservice fabric.
Whether deployed on private cloud, on-premises, or hybrid environments, the platform adapts to enterprise requirements, leveraging Naga’s experience in AI web development for reliable deployment in complex infrastructures.
Workbench AI demonstrates how the right engineering partner can transform an idea into enterprise innovation. Through agile delivery, scalable microservices, multi-database architecture, and human-centered UX, Naga helped shape a no code AI builder that shortens deployment time while maximizing value.
For enterprises looking to develop AI software faster and more affordably, Workbench AI, co-developed by Naga, proves that building intelligent systems doesn’t need to be complex or costly. It simply needs to be built smart.
1/6. Discovery & Requirements
2/6. Architecture & Design
3/6. Agile Development & Iteration
4/6. Quality Assurance
5/6. Deploy to Production
6/6. Maintenance & Support
1/6. Discovery & Requirements
Every successful software project begins with clarity. At Naga, the Discovery phase ensures we fully understand your organization’s goals, challenges, and vision before writing a single line of code.
Our experts engage with business stakeholders, users, and technical teams to capture detailed functional and non-functional requirements. We identify use cases, map workflows, assess feasibility, and define project scope, milestones, and KPIs. This phase sets the foundation for everything that follows, ensuring alignment between business outcomes and technical execution.
As a trusted software development company, Naga emphasizes strategy as much as engineering. The outcome is a comprehensive Software Requirements Specification (SRS) and implementation roadmap that ensures complete transparency, shared understanding, and predictable delivery. Whether developing enterprise systems or next-gen applications, our approach minimizes rework, maximizes efficiency, and ensures every project begins on solid ground.
2/6. Architecture & Design
Once the requirements are finalized, Naga’s architects and design experts translate business objectives into robust technical blueprints.
We design scalable and secure system architectures, built to handle evolving workloads, integrations, and enterprise-grade reliability. Leveraging modern frameworks, cloud platforms, and design principles like microservices and modularity, Naga creates foundations that are both resilient and adaptable. Our UX and UI teams work in parallel, designing intuitive, user-centered interfaces that align with brand identity and usability goals. Every design decision considers maintainability, interoperability, and long-term cost efficiency.
As a mature application development company, Naga ensures all systems follow best practices in API structuring, data modeling, and DevOps compatibility. By the end of this phase, we deliver a detailed architectural document, wireframes, and prototypes that define how every component interacts, laying the groundwork for a software solution that is as beautiful in form as it is powerful in function.
3/6. Agile Development & Iteration
Naga’s development approach centers on agility, collaboration, and measurable progress. We divide the project into iterative sprints, ensuring rapid delivery of working modules that can be tested, reviewed, and refined continuously. This agile methodology keeps communication transparent, reduces risk, and allows stakeholders to see tangible results early in the cycle.
Our engineers specialize in using the latest frameworks – React, Angular, Node.js, Python, .NET, and Java, ensuring every application is built using secure, scalable, and maintainable code. As a result-oriented software development company, Naga integrates continuous integration (CI) and continuous deployment (CD) pipelines to automate builds and testing.
Regular sprint reviews and retrospectives guarantee continuous improvement and alignment with evolving business needs. Each iteration brings your vision closer to reality, faster, leaner, and with uncompromised quality. The result: software that not only meets expectations but adapts fluidly to changing markets and user demands.
4/6. Quality Assurance
Quality isn’t an afterthought at Naga, it’s embedded into every step of our software development process. Our QA engineers conduct comprehensive testing across functionality, performance, security, and compatibility dimensions to ensure a flawless user experience.
Automated testing tools streamline regression and integration checks, while manual testing ensures business logic and user workflows are validated in real-world scenarios. We apply advanced performance and load testing to guarantee stability even under demanding conditions. Security is prioritized through vulnerability scans and compliance validation for ISO 27001, GDPR, and SOC 2 standards.
As a quality-driven software development company, Naga believes in a “shift-left” testing approach, catching issues early and preventing downstream defects. Every build undergoes multi-stage verification through CI/CD pipelines, minimizing deployment risks and downtime. By the time your application reaches production, it’s optimized, secure, and ready to perform with enterprise-grade reliability.
5/6. Deploy to Production
The transition from staging to production is one of the most critical moments in any project. Naga manages this phase with precision, ensuring smooth, secure, and zero-downtime deployment. We leverage automated CI/CD workflows for versioning, testing, and deployment to maintain speed and reliability.
Our DevOps engineers configure cloud environments, manage containerized deployments with Docker and Kubernetes, and ensure scalability on platforms like AWS, Azure, and Google Cloud. Detailed rollback strategies and monitoring protocols mitigate risk during go-live. As an experienced application development company, we prioritize visibility and documentation, so clients always know what’s deployed, when, and how.
The result is a production environment that is stable, auditable, and fully aligned with your operational standards. Post-deployment validation ensures that every system component functions as expected, enabling a smooth transition from build to business value without disruption.
6/6. Maintenance & Support
At Naga, software delivery doesn’t end at deployment, it evolves into a partnership. Our maintenance and support phase ensures your applications remain optimized, secure, and adaptable long after launch. We provide ongoing monitoring, bug resolution, and system optimization, ensuring peak performance under all conditions.
Our team proactively identifies performance bottlenecks, security vulnerabilities, and scaling opportunities. Version upgrades, dependency management, and infrastructure optimization are all part of our continuous support model. As a reliable software development company, we also offer feature enhancements and UI/UX refinements based on user feedback and analytics insights.
Through service-level agreements (SLAs), we guarantee response times, uptime, and reliability that businesses can depend on. Whether cloud-hosted or on-premise, our proactive approach to maintenance ensures that your software continues to deliver value, stability, and performance, long after it goes live.
Ready to elevate your business? Contact us today with your requirements or book a free consultation to explore the possibilities.
5th Floor, Yamuna Building, Technopark Phase III, Trivandrum, India