# Plinth — Full Content > Plinth is an AI development company (a [Pathnovo](https://pathnovo.com) product) building agentic workflows, AI agents, intelligent automation, and custom SaaS platforms for global enterprises. Plinth ships production-ready AI products up to 10x faster than traditional service firms, billing on outcomes rather than hours. Founded 2024, with offices in Bangalore (India) and Toronto (Canada). This file embeds the canonical content for AI assistants and search systems. For the navigation index, see [llms.txt](https://www.plinth.tech/llms.txt). For the human-readable site, start at [https://www.plinth.tech](https://www.plinth.tech). ## About Plinth - **Parent company**: Pathnovo (https://pathnovo.com) - **Founded**: 2024 - **Offices**: Bangalore, India (91 Springboard, Koramangala 7th Block) and Toronto, Canada (111 Peter Street, Suite 600) - **Team**: AI engineers from IIT and FAANG backgrounds (20–80 employees) - **Industry**: Artificial Intelligence, AI SaaS, agentic workflows, enterprise automation - **Website**: https://www.plinth.tech - **Contact**: hello@pathnovo.com - **Calendly**: https://calendly.com/ankur-pathnovo/30min Plinth builds AI-powered SaaS and agentic systems that automate real business workflows. Our value proposition is outcome-based delivery: ship production-grade AI products faster than traditional services firms, billed on measurable outcomes rather than hours. ## Core services ### AI Software Development URL: https://www.plinth.tech/ai-software-development Custom AI product engineering from MVP to production. Future-ready architecture, enterprise integrations, and scalable backends designed for AI workloads. ### Agentic Voice & Chat URL: https://www.plinth.tech/agentic-voice-and-chat Enterprise-grade conversational AI — voice bots and chat agents that automate support, sales, scheduling, and complex multi-step customer journeys. ### Agentic CRM URL: https://www.plinth.tech/agentic-crm AI-driven CRM agents that automate sales operations: lead scoring, follow-up sequencing, pipeline hygiene, and meeting prep — integrated with the CRMs you already use. ### Agentic Marketing URL: https://www.plinth.tech/agentic-marketing Autonomous AI agents for campaign strategy, hyper-personalization, content production, and continuous performance optimization across channels. ### Intelligent Automation URL: https://www.plinth.tech/intelligent-automation RPA, document processing, and end-to-end workflow automation. We replace repetitive manual operations with reliable agent-driven pipelines. ### AI Video & Image Generation URL: https://www.plinth.tech/ai-video-and-image-generation Generative AI pipelines for on-brand video, image, and marketing creative at scale. ComfyUI-based workflows tuned for production reliability. ### AI Services & Consultation URL: https://www.plinth.tech/ai-services-and-consultation AI strategy, adoption assessments, and implementation roadmaps for enterprise transformation programs. Used by teams scoping their first AI initiative or modernizing legacy stacks. ### Oil & Gas AI Software URL: https://www.plinth.tech/oil-and-gas-software-development Industry-specific AI for predictive maintenance, asset monitoring, and brownfield modernization in oil, gas, and chemical operations. ## Approach URL: https://www.plinth.tech/approaches Plinth's delivery methodology is AI-driven and outcome-focused: agile workflows, automated CI/CD, data-powered iteration, and a tight feedback loop between design, engineering, and the customer's KPIs. We start every engagement with measurable success criteria and structure delivery so progress is visible week-by-week. ## Case studies Index: https://www.plinth.tech/ai-case-studies — 19 case studies across AI SaaS, agentic automation, EdTech, FinTech, healthcare education, travel, sports, and more. ### Actikev: A Multi-Tenant SaaS Platform for Complete Sports Organization Management URL: https://www.plinth.tech/ai-case-studies/actikev-a-multi-tenant-saa-s-platform-for-complete-sports-organization-management Company: Actikev Industry: Multi-Tenant Sports Administration Software Services delivered: Design & development of a multi-tenant SaaS platform with RBAC, event booking, schedule management, and organizational workflow automation. Actikev's SaaS platform empowers multiple sports organizations with event booking, schedule management, and secure role-based access control (RBAC) to streamline operations. **Challenge** Sports organizations struggled with inefficiency and a lack of security. They relied on a messy combination of social media, spreadsheets, and informal payments. This disorganized approach was not only an administrative headache but also lacked the structure needed to manage different user roles effectively. There was no single, scalable solution that could securely cater to multiple independent organizations, each with its own set of admins, coaches, and players needing specific permissions. **Solution** We engineered a robust, all-in-one SaaS platform with a multi-tenant architecture, allowing numerous organizations to operate securely and independently on the same infrastructure. A cornerstone of our solution is a sophisticated Role-Based Access Control (RBAC) system. This ensures that users within each organization—be it a club owner, a coach, or a player - only have access to the features and data relevant to their specific role. The platform centralizes all key functions, from event booking and comprehensive schedule management to secure payments and internal communication. **Key Features & Functionality** - **Multi-Tenant Architecture:** Securely supports multiple, independent sports organizations on a single platform. Each organization has its own private data, members, and branding. - **Role-Based Access Control (RBAC):** A granular permission system for different user roles (e.g., Super Admin, Club Manager, Coach, Player, Parent) to ensure data privacy and proper workflow management. - **Event Booking System**: An intuitive system for admins and coaches to create training sessions, workshops, and matches, which players can then view and book. - **Advanced Schedule Management:** Dedicated dashboards for coaches to manage their availability and team schedules, and for players to see their upcoming events and bookings. - **Coach Discovery & Management:** A marketplace for players to find coaches, and tools for club admins to manage their coaching staff. **Results** Actikev successfully professionalized sports management at scale. The multi-tenant architecture allowed for the rapid and easy onboarding of new clubs and teams. The integral RBAC system provided the security and structured control that organizations desperately needed. The platform streamlined administrative workflows, boosted engagement, and helped a diverse range of sports organizations operate more efficiently and professionally online. ### AISDR: An n8n-Powered System for Automated Sales Outreach URL: https://www.plinth.tech/ai-case-studies/aisdr-an-n8n-powered-system-for-automated-sales-outreach Company: AISDR Industry: Sales Automation / AI Services delivered: Built automated sales outreach workflow using n8n with lead scraping, AI scoring, and email sequencing. By orchestrating web scraping, AI copywriting, and email sequencing, the AISDR workflow increased lead conversion rates while slashing the manual effort required for sales outreach. **Challenge** Sales teams were spending an excessive amount of time on manual, low-yield activities: researching potential leads, finding contact information, and writing personalized emails. This manual effort was not scalable and limited the number of prospects a team could engage with. **Solution** We designed and implemented a multi-step automated workflow using n8n. The process begins by using Apify to scrape targeted websites for potential leads. Next, an AI model maps the relevance of each lead against our ideal customer profile. For qualified leads, OpenAI is used to generate highly personalized copywriting for a multi-step email sequence, which is then executed automatically. **Key Features & Functionality** - **Automated Lead Scraping:** Uses Apify to gather lead data from specified online sources. - **AI-Powered Relevance Mapping:** Automatically scores and qualifies leads based on predefined criteria. - **Generative AI Copywriting:** Creates unique, personalized email drafts for each prospect. - **Multi-Step Email Sequencing:** Manages the entire outreach campaign, including follow-ups. **Results** The AISDR system was a massive success. It slashed the manual effort involved in lead research and outreach by over 90%, allowing the sales team to focus on conversations with qualified, engaged prospects. This resulted in a significant increase in lead conversion rates. ### Spinny: A Conversational AI Assistant for Streamlined Appointment Booking URL: https://www.plinth.tech/ai-case-studies/spinny-a-conversational-ai-assistant-for-streamlined-appointment-booking-1 Company: Appointment Booking Assistant (Spinny) Industry: Automotive / AI Services delivered: Built AI-driven chat and voice assistant for automated appointment booking with real-time scheduling integration. An intelligent AI assistant for Spinny that automates the appointment booking process, increasing efficiency and ensuring a smooth customer experience. **Challenge** Manually scheduling appointments over the phone or via email is inefficient and time-consuming for staff. It can lead to double bookings, delays in response, and a fragmented customer experience. **Solution** We developed an AI-powered chat and voice assistant that integrates directly with Spinny's scheduling system. The assistant can understand natural language requests, check for available slots in real-time, book the appointment, and send automated confirmations and reminders to the customer. **Key Features & Functionality** - **Natural Language Understanding:** Interprets user requests for specific dates, times, and locations. - **Real-Time Calendar Integration:** Checks for available slots and prevents scheduling conflicts. - **Automated Confirmations & Reminders:** Sends SMS and email notifications to reduce no-shows. **Results** The assistant automated a significant portion of the appointment-setting workload, freeing up staff to focus on customer service. It improved the speed and convenience of booking for customers, leading to higher satisfaction and more completed appointments. ### Aryavert: A Sustainable Logistics Solution for Smarter, Greener Deliveries URL: https://www.plinth.tech/ai-case-studies/aryavert-a-sustainable-logistics-solution-for-smarter-greener-deliveries-1 Company: Aryavert Industry: Logistics / Sustainability Services delivered: Built EV-first logistics platform with real-time tracking, secure payments, partner management, and two-sided marketplace. Discover how Aryavert's EV-first logistics platform reduces supply chain emissions, lowers delivery costs, and empowers local partners with real-time tracking and secure payments. **Challenge** Traditional last-mile logistics in urban areas are a primary source of pollution and carbon emissions. Businesses were reliant on fossil-fuel-based fleets, which contributed to poor air quality and were subject to volatile fuel costs. Furthermore, these legacy systems often lacked real-time tracking, leading to operational inefficiencies and a poor customer experience. **Solution** We developed a comprehensive platform that serves as a bridge between businesses needing delivery services and a curated network of trusted EV delivery partners. The solution was built as a two-sided marketplace: one interface for businesses to schedule and monitor shipments, and another for EV partners to accept and manage delivery jobs. Our approach focused on reliability, transparency, and sustainability. **Key Features & Functionality** - **Real-Time Tracking:** Live GPS tracking allows both the sender and receiver to monitor the delivery progress from pickup to drop-off. - **Secure Payments:** Integration with the Razorpay payment gateway ensures fast, secure, and automated payments to our delivery partners, fostering trust and reliability. - **Verified Partners:** A rigorous vetting process ensures that all EV delivery partners on the network are reliable, professional, and properly equipped. **Results** Aryavert successfully created a viable green logistics alternative. Every delivery made through the platform directly contributes to lowering urban emissions, empowers local EV entrepreneurs by providing them with steady income, and actively drives India's transition towards clean mobility. ### Case2Grow: An Ad-Free Platform for Legal Education & Career Development URL: https://www.plinth.tech/ai-case-studies/case2-grow-an-ad-free-platform-for-legal-education-and-career-development Company: Case2Grow Industry: Legal EdTech Services delivered: Built ad-free legal education platform with verified listings, AI assistant, plagiarism checks, and career tools. Case2Grow provides an equitable hub for law students to find opportunities and access career services, resulting in increased selections in moots, internships, and publications. **Challenge** The legal education landscape was fragmented. Students lacked a single, reliable hub for verified academic, internship, and career opportunities. High-quality career services like CV reviews were often expensive and inaccessible, placing students from smaller colleges at a significant disadvantage. **Solution** We created a centralized, ad-free platform that aggregates and verifies opportunities. To ensure accessibility, we offered a mix of free and highly affordable services. We integrated an AI assistant to provide initial guidance and support. **Key Features & Functionality** - **Ad-Free Interface:** A clean, focused user experience without distracting advertisements. - **Verified Opportunity Listings:** A curated database of moots, internships, jobs, and publications. - **Plagiarism Check:** An integrated tool to help students ensure academic integrity. - **CV & Career Review Services:** Affordable, expert-led reviews of resumes and career plans. - **Save & Track Opportunities:** A personal dashboard for users to manage their applications. **Results** The platform successfully leveled the playing field. Students from Tier-2 to Tier-4 colleges reported a marked increase in their selection rates for prestigious moots, competitive internships, and publications, directly attributing their success to the resources found on Case2Grow. ### Kuzushi Labs: An Avatar-Based Chat Platform with Diverse AI Personalities URL: https://www.plinth.tech/ai-case-studies/kuzushi-labs-an-avatar-based-chat-platform-with-diverse-ai-personalities Company: Character Base Chat (Kuzushi Labs) Industry: AI / Entertainment Services delivered: Built avatar-based AI chat platform with diverse personalities, 3D avatars, custom knowledge bases, and dynamic interactions. This platform enables users to engage in dynamic conversations with a variety of AI-powered avatars, each with a unique personality, knowledge base, and conversational style. **Challenge** Most chatbots are functional but lack personality and engagement. They often feel robotic and impersonal. There was an opportunity to create a more immersive and entertaining chat experience by giving the AI a distinct character. **Solution** We developed a flexible framework for creating and deploying AI characters. Each character is defined by a unique avatar, a distinct personality profile (e.g., helpful tutor, witty historian, sarcastic sci-fi captain), and a specialized knowledge base. We used advanced language models to ensure that each character's responses are consistent with its defined personality. **Key Features & Functionality** - **Avatar-Based Chat:** A visually engaging interface where users talk to animated characters. - **Diverse AI Personalities:** A wide range of characters to chat with, each offering a different type of conversation. - **Customizable Knowledge & Style:** The ability to create new characters tailored for specific applications, from education to entertainment. **Results** The platform created a highly engaging and memorable user experience. It proved effective in various contexts, from making educational content more interesting to providing unique brand mascots for companies, increasing user session times and emotional connection. ### A Secure and Accessible Crypto Investment Platform for the Next Generation URL: https://www.plinth.tech/ai-case-studies/a-secure-and-accessible-crypto-investment-platform-for-the-next-generation Company: CRX Industry: Cryptocurrency / FinTech Services delivered: Developed a secure and user-friendly web and mobile crypto investment platform with wallet management, trading functionality, portfolio tracking, multi-layer security, and seamless onboarding. CRX provides a user-friendly web and mobile app for managing and trading digital assets, offering easy access, secure storage, and a low-risk environment for new investors. **Challenge** The world of cryptocurrency can be intimidating for newcomers. Potential investors often lack a secure, accessible, and easy-to-understand way to manage and trade digital assets. Concerns about security, complexity, and volatility were major barriers to entry. **Solution** We built a streamlined web and mobile application that prioritizes user experience and security. The platform abstracts away the technical complexities of blockchain, allowing users to focus on their investment goals. Our approach was to combine institutional-grade security with a simple, consumer-friendly interface. **Key Features & Functionality** - **Easy Access:** A simple onboarding process allows users to create an account and start trading within minutes. - **Secure Storage**: Multi-layer security architecture, including cold storage and two-factor authentication, to protect user assets. - **Low Risk, High Performance:** Features like portfolio tracking, educational resources, and curated investment products designed to help users make informed decisions. - **Wallet Management & Trading:** Seamlessly trade, send, and receive a variety of cryptocurrencies. **Results** CRX successfully lowered the barrier to entry for crypto investing. It served its core purposes of trading, wallet management, and portfolio tracking, earning user trust through its robust security and transparent operations. ### Eucloid: Modernizing a B2B Lead Generation Platform with CRM & Teams Integration URL: https://www.plinth.tech/ai-case-studies/eucloid-modernizing-a-b2b-lead-generation-platform-with-crm-and-teams-integration Company: Eucloid Industry: Business Consulting & Services Services delivered: Modernized PHP platform with CRM integration, Teams notifications, optimized backend, and automated lead pipeline. Learn how we re-architected the Eucloid client-facing website, migrating from legacy PHP and integrating CRM and Microsoft Teams to create a powerful lead generation engine. **Challenge** The existing website was built on an outdated legacy PHP backend. It was slow, difficult to update, and lacked modern marketing capabilities. The lead capture process was disjointed, with no direct integration into the sales team's daily workflow (CRM, Microsoft Teams). This disconnect caused significant delays in lead follow-up and required manual data entry, creating inefficiencies and risking the loss of valuable prospects. **Solution** We executed a complete platform modernization focused on transforming the website into a high-performance lead magnet. Our approach involved two key phases: 1. **Technical Migration:** We re-architected the entire platform, migrating it from the legacy PHP version to a modern, secure, and scalable backend. This provided a stable foundation for future growth and made the site significantly faster and easier to manage. 2. **Workflow Integration:** We designed a seamless lead-to-sales pipeline. The new website's forms were integrated directly with the company's CRM for automated lead management. We then connected this system to Microsoft Teams to send real-time notifications to the sales department, ensuring instant awareness and rapid engagement with new prospects. **Key Features & Functionality** - **Lead Magnet Website:** Strategically designed with compelling content, dedicated case study pages, and clear calls-to-action to effectively capture visitor information. - **Seamless CRM Integration:** All form submissions are automatically pushed into the central CRM system, creating new lead records without any manual data entry. - **Microsoft Teams Integration:** Instantly notifies the sales channel in Microsoft Teams whenever a new lead is captured, enabling immediate follow-up. - **Modernized PHP Backend:** A complete migration from the old version, resulting in vastly improved performance, security, and maintainability. **Results** The new Eucloid website transformed the company's lead generation process. The seamless CRM and Microsoft Teams integration eliminated manual data entry and dramatically reduced lead response times. The modern, faster platform now provides the marketing team with an agile foundation to publish new content and case studies, resulting in a significantly more effective and efficient sales funnel from initial visit to client engagement. On average, clients using the platform were able to generate 20% incremental revenue growth over one year. ### Major.travel: An AI-Powered Assistant for End-to-End Flight Booking URL: https://www.plinth.tech/ai-case-studies/major-travel-an-ai-powered-assistant-for-end-to-end-flight-booking Company: Flight Booking Assistant (Major.travel) Industry: Travel Tech / AI Services delivered: Built AI flight booking assistant with search automation, passenger handling, payments, confirmations, and travel insights. This AI assistant automates the entire flight booking process, from intelligent airport search and booking to sending confirmation emails and providing travel-related information. **Challenge** Booking travel can be a complex process involving multiple steps: searching for flights, comparing prices, entering passenger details, and managing confirmations. Users often need additional information about their destination, which requires them to leave the booking flow. **Solution** We created a sophisticated AI assistant that automates this entire process. The assistant guides the user through a natural conversation, handling everything from initial search to final confirmation. It is also equipped with escalation paths to a human agent if needed. **Key Features & Functionality** - **End-to-End Process Automation:** Manages the full workflow: finding the nearest airport, searching flights, collecting passenger details, processing payment, and sending confirmation emails. - **Intelligent Information Search:** Proactively provides helpful information such as weather forecasts at the destination, local restaurant recommendations, and travel advisories. - **Smart Escalation**: Can detect user frustration or complex queries and seamlessly hand off the conversation to a live support agent. **Results** The assistant significantly improved the user experience and operational efficiency for Major.travel. It reduced the burden on human support agents, increased booking conversion rates, and provided added value to customers through its intelligent search capabilities. ### Flowgic: A No-Code Platform for Agentic Business Process Automation URL: https://www.plinth.tech/ai-case-studies/flowgic-a-no-code-platform-for-agentic-business-process-automation Company: Flowgic Industry: Automation / AI Services delivered: Built no-code automation platform with natural language workflows, AI agents, integrations, and multi-system orchestration. Flowgic empowers teams to automate repetitive tasks across CRM, HR, and ERP systems using a natural language workflow builder, freeing them to focus on high-value work. **Challenge** Businesses were plagued by repetitive manual tasks and data silos. Employees spent hours manually transferring data between CRM, HR, and ERP systems, processing approvals, and compiling reports. This not only wasted valuable time but also led to errors and compliance issues. **Solution** We built a platform centered around a natural language workflow builder. Business users can describe a process in plain English (e.g., "When a new deal is marked 'Closed-Won' in Salesforce, create an invoice in QuickBooks and notify the finance team on Slack"), and Flowgic's AI agents handle the integration and automation in the background. **Key Features & Functionality** - **Natural Language Workflow Builder**: An intuitive interface for creating automations without writing any code. - **Reusable Agents:** A library of pre-built agents for common tasks like data synchronization, report generation, and multi-step approvals. - **Multi-Platform Automation:** Seamlessly connects and orchestrates actions across dozens of popular business applications. **Results** Flowgic freed teams from the drudgery of repetitive tasks. It allowed businesses to scale automation across departments, which improved accuracy, ensured compliance, and drastically reduced response times for critical business processes. ### Givinity: A Digital Portal to Connect and Empower NGOs URL: https://www.plinth.tech/ai-case-studies/givinity-a-digital-portal-to-connect-and-empower-ng-os Company: Givinity Industry: Nonprofit Tech Services delivered: Built NGO portal with donor CRM, campaign tools, impact reporting, and secure donation integration. Givinity is an online portal designed to increase the visibility of NGOs, streamline donor management, and facilitate transparent communication with supporters. **Challenge** Many non-governmental organizations (NGOs) lack the technical resources and expertise to build a strong online presence. They struggled with outdated websites, inefficient donor management, and a lack of tools to transparently communicate their work to the public, which hindered their fundraising efforts. **Solution** We developed a turnkey portal solution that NGOs can easily customize and deploy. The platform provides an out-of-the-box professional website, an integrated donor management system (CRM), and tools for campaign creation and impact reporting. **Key Features & Functionality** - **NGO Profile & Campaign Pages:** Easy-to-create pages to showcase the organization's mission and fundraising campaigns. - **Donor Management:** A simple CRM to track donations and communicate with supporters. - **Impact Reporting:** Tools to create and share transparent reports on how donations are being used. Secure Donation Gateway: Integrated payment processing for seamless online contributions. **Results** Givinity empowered NGOs to operate more effectively in the digital space. It helped them reach a wider audience, build trust through transparency, and ultimately increase their fundraising capabilities to further their missions. ### Gradbudy: A Comprehensive Education Portal with Listings and an Integrated LMS URL: https://www.plinth.tech/ai-case-studies/gradbudy-a-comprehensive-education-portal-with-listings-and-an-integrated-lms Company: Gradbudy Industry: EdTech Services delivered: Built education portal with college listings, search engine, Vimeo LMS, dashboards, and course tracking features. Gradbudy offers a complete education portal featuring college listings, course tracking, and a Vimeo-based Learning Management System (LMS) for a seamless student experience. **Challenge** Students often have to navigate multiple websites to research colleges, find courses, and access learning materials. There was a need for a single platform that could consolidate these functions into one cohesive user experience. **Solution** We developed a comprehensive web portal built around two core components. The first is a robust listings engine with advanced search and filter capabilities for colleges and courses. The second is a secure, Vimeo-based LMS, allowing educational institutions to host and manage their video content, while students can track their progress through user-specific dashboards. **Key Features & Functionality** - **College and Course Listings:** A detailed, searchable directory of educational institutions and programs. - **Vimeo-Based LMS:** A secure and high-performance system for hosting and streaming video lectures and tutorials. - **User Dashboards:** Personalized dashboards for students to track their enrolled courses, progress, and achievements. - **Course Tracking & Management:** Tools for educators to upload content and for students to monitor their learning path. **Results** Gradbudy provided a streamlined and enriched learning experience. It became a go-to resource for students for both academic research and online learning, increasing user retention and satisfaction. ### Groemp: Scalable Employee Benefit Management Software URL: https://www.plinth.tech/ai-case-studies/groemp-scalable-employee-benefit-management-software Company: Groemp Industry: HR Tech Services delivered: Built scalable benefits platform with enrollment tools, self-service portal, compliance features, and carrier integrations. Groemp is an employee benefit software that streamlines HR workflows, improves employee engagement, and ensures compliance through a self-service portal and carrier integrations. **Challenge** Managing employee benefits is a complex and time-consuming task for HR departments. Manual enrollment processes, compliance tracking (ACA, HIPAA), and coordinating with multiple insurance carriers created significant administrative burdens and were prone to error. **Solution** We built a centralized, cloud-based platform that automates and streamlines the entire benefits lifecycle. The solution features a user-friendly portal for employees and a powerful administrative dashboard for HR managers, with seamless integrations into existing HRIS and payroll systems. **Key Features & Functionality** - **Benefits Enrollment & Management:** Digital management for medical, dental, vision, retirement, and other benefit plans. - **Employee Self-Service Portal:** Empowers employees to view, compare, and enroll in benefits on their own. - **Compliance Tools:** Built-in tools and reporting to ensure adherence to regulations like ACA and HIPAA. - **Integration with Carriers:** Direct API integrations with HRIS, payroll, and insurance carriers to eliminate manual data entry. Analytics and Wellness Program Management: Dashboards to track benefit adoption and manage corporate wellness initiatives. **Results** Groemp significantly impacted its clients by streamlining HR workflows, reducing administrative costs, and improving employee engagement with their benefits. The platform's scalability supported organizations from small startups to large enterprises. ### Mediverse: An Interactive 3D Anatomy & AI Tutoring App for Nursing Education URL: https://www.plinth.tech/ai-case-studies/mediverse-an-interactive-3-d-anatomy-and-ai-tutoring-app-for-nursing-education Company: Mediverse Industry: EdTech / Healthcare Education Services delivered: Developed 3D anatomy learning app with LMS, AI tutoring, quiz generator, notes, and subscription features. Mediverse revolutionizes nursing education with interactive 3D anatomy models, an AI tutor, and a full LMS, reducing educator workload by 90% and boosting student engagement by 20%. **Challenge** Nursing students struggled with static, one-size-fits-all learning materials and lacked immediate access to instructors for doubt resolution. A primary hurdle was the difficulty of visualizing complex biological systems from flat, 2D textbook diagrams. On the other side, educators were burdened by the enormous time commitment required to manually create engaging study materials and quizzes for their students. **Solution** We developed a multi-platform solution to address these challenges comprehensively. The core student experience is a mobile application built with React Native, ensuring a smooth, cross-platform experience. For educators and content managers, we built a powerful admin management system using the MERN stack (MongoDB, Express.js, React, Node.js). The platform integrates several key modules: an interactive 3D anatomy viewer for immersive learning, a complete LMS for structured content, a notes management system, and a powerful AI engine. This engine features a GPT-4 tutor, an automatic quiz generator, and a recommendation system to guide the student's learning path. A full subscription system was also implemented to manage user access to content. **Key Features & Functionality** - **Interactive 3D Anatomy:** Students can interact with high-fidelity 3D anatomical models, allowing them to rotate, dissect, and visualize different systems and organs in detail, directly alongside their study guides. - **Learning Management System (LMS):** A complete system for delivering structured courses, video lectures, and tracking student progress through modules. - **AI-Powered Quiz & Practice System:** An auto-quiz engine uses AI to generate a limitless supply of practice questions. A recommendation system then suggests relevant quizzes based on the student's performance analytics. - **GPT-4 Tutor:** An always-available AI mentor that provides detailed, context-aware answers to student questions, offering instant academic support. - **Notes Management System:** An in-app feature allowing students to create, organize, and review their personal study notes tied to specific topics or modules. - **Subscription System:** A secure system for managing different tiers of user subscriptions and access to premium content, all controlled from the admin panel. **Results** The comprehensive Mediverse ecosystem had a profound impact. The AI quiz generator reduced content creation time for educators by 90%. The combination of interactive 3D models, an adaptive LMS, and the AI tutor lifted student engagement by 20%. The app provided a crucial, multi-faceted support system that improved comprehension, confidence, and overall academic performance for nursing students. ### Mopid: An AI-Powered Platform for Interactive Interview Practice URL: https://www.plinth.tech/ai-case-studies/mopid-an-ai-powered-platform-for-interactive-interview-practice Company: Mopid Industry: Career Tech / AI Services delivered: Built AI interview practice platform with mock sessions, dynamic questions, speech analysis, and instant feedback. Mopid allows users to conduct mock interviews with a realistic AI, providing instant feedback on their answers, communication skills, and overall performance. **Challenge** Practicing for interviews is difficult. It's hard to get objective feedback, and practicing with friends or family may not replicate the pressure of a real interview. Job seekers needed a safe, accessible, and effective way to hone their interviewing skills. **Solution** We built a web platform where users can interact with an AI interviewer. The AI can ask questions from a vast, customizable question bank (covering technical, behavioral, and situational questions). It then analyzes the user's spoken responses for clarity, confidence, keyword usage, and structure. **Key Features & Functionality** - **Realistic AI Interviewer:** Simulates a real interview experience with dynamic questioning. - **Customizable Question Banks:** Users can select interviews for specific roles, industries, and companies. - **Instant Performance Feedback:** Provides a detailed report on verbal and non-verbal cues, answer quality, and areas for improvement. **Results** Mopid empowered users to build their confidence and significantly improve their interview skills. It provided a scalable and on-demand practice tool that helped job seekers perform better in real-world interviews and secure jobs. ### Our Big Apple: A Unified Platform to Connect NYC's Five Boroughs URL: https://www.plinth.tech/ai-case-studies/our-big-apple-a-unified-platform-to-connect-nyc-s-five-boroughs Company: Our Big Apple Industry: Community & Local Commerce Services delivered: Developed unified community platform with neighborhood hubs, event listings, local marketplace, and engagement tools features. Our Big Apple centralizes community information, events, and local commerce, fostering increased civic engagement and neighborhood participation across New York City. **Challenge** Crucial community information in NYC was scattered across countless apps, physical flyers, siloed forums, and outdated websites. This fragmentation made it difficult for residents to find trustworthy information about what was happening in their own neighborhood, hindering community cohesion and participation. **Solution** We designed and built a unified, user-friendly platform that organizes information geographically and thematically. The core of the solution is a network of interconnected "Neighborhood Hubs," giving each community its own digital space while still being part of the larger city-wide network. **Key Features & Functionality** - **Neighborhood Hubs:** Dedicated digital spaces for each neighborhood where residents can share news, discuss local issues, and organize events. - **Event & Opportunity Listings:** A comprehensive, searchable calendar of local events, volunteer opportunities, and workshops across all five boroughs. - **Local Marketplace:** A feature allowing local artisans, small businesses, and residents to promote and sell their goods and services to their neighbors. **Results** The platform successfully broke down information silos and brought communities closer together. It led to a verifiable increase in civic engagement, attendance at local events, and neighborhood participation across a diverse range of NYC communities. ### ComfyUI Automation: A Pipeline for Automated Video and Image Generation URL: https://www.plinth.tech/ai-case-studies/comfy-ui-automation-a-pipeline-for-automated-video-and-image-generation Company: Video and Image Gen Automation (ComfyUI) Industry: Generative AI / Automation Services delivered: Built automated ComfyUI pipeline for scalable image and video generation using templates and workflow orchestration. This project involved creating an automated pipeline for generative AI content creation using ComfyUI, a powerful and modular interface for Stable Diffusion models. The goal was to enable the programmatic generation of images and videos without manual intervention. **Challenge** Manually creating unique images and video clips using generative AI tools is time-consuming and doesn't scale. Businesses needed a way to automate content creation for social media, marketing campaigns, or product visualizations based on data inputs. **Solution** We designed a server-side workflow that uses the ComfyUI API to generate visual content. The system can take inputs from a database or a simple spreadsheet (e.g., product names, ad copy, style parameters) and feed them into a predefined ComfyUI graph. This graph then processes the inputs through various AI models to generate the final image or video sequence. **Key Features & Functionality** - **Programmatic Generation:** The ability to generate thousands of unique images or video clips via API calls. - **Template-Based Workflows:** Uses ComfyUI's graph system as a template for consistent and controllable outputs. - **Scalable Content Creation:** Can be integrated into larger applications to provide on-demand visual content. **Results** The automation pipeline dramatically accelerated content creation. It enabled the client to produce large volumes of customized visual assets for A/B testing, social media, and personalized marketing, significantly reducing manual design work and costs. ### Voilethat: A Virtualized Cybersecurity Lab for Hands-On Ethical Hacking Practice URL: https://www.plinth.tech/ai-case-studies/voilethat-a-virtualized-cybersecurity-lab-for-hands-on-ethical-hacking-practice Company: Voilethat Industry: Cybersecurity / EdTech Services delivered: Developed a browser-based virtual cybersecurity lab with sandboxed virtual machines, real-world hacking challenges, an admin challenge management system, and performance analytics. Voilethat: A Virtualized Cybersecurity Lab for Hands-On Ethical Hacking Practice Voilethat provides cybersecurity students with sandboxed virtual machines and real-world challenges to practice ethical hacking and threat analysis in a safe, interactive online lab. **Challenge** Aspiring cybersecurity professionals face a major hurdle: finding a safe, legal, and realistic environment to practice their skills. Setting up personal virtual labs is technically complex, resource-intensive, and carries a significant risk of misconfiguration. Theoretical learning alone is insufficient, leaving students without the practical, hands-on experience needed to identify and combat sophisticated cyber threats in the real world. **Solution** We built a web-based platform that provides on-demand, sandboxed virtual machines (VMs) for each cybersecurity challenge. Our approach was to create a realistic yet completely isolated "digital dojo." Students access a pre-configured, vulnerable VM directly in their browser, ready to tackle challenges like "hack the system" exercises and Capture The Flag (CTF) events. The platform also includes a robust problem management system for administrators to create and deploy new, evolving challenges, ensuring the curriculum remains current. **Key Features & Functionality** - **Sandboxed Virtual Machines:** Each student gets an isolated, browser-accessible VM per challenge, ensuring a safe and controlled environment for practicing both offensive and defensive techniques. - **Real-World Challenge Library:** A curated set of problems mimicking real-world scenarios, including penetration testing, vulnerability analysis, digital forensics, and network security tasks. - **Admin Problem Management System:** A dedicated backend for instructors to easily create, configure, deploy, and manage the lifecycle of challenges and their associated virtual machines. - **Performance Analytics Section:** A dashboard for students and instructors to track progress, skill development, completion times, and proficiency across different cybersecurity domains. **Results** Voilethat became an essential tool for cybersecurity education, effectively bridging the critical gap between theory and practice. The platform allows students to develop tangible, real-world skills in a secure, on-demand environment. It accelerates the learning curve, producing more competent and confident graduates who are better prepared to enter the cybersecurity workforce. ### Zodiaq: A Booking Platform Connecting Users with AI-Empowered Vedic Astrologers URL: https://www.plinth.tech/ai-case-studies/zodiaq-a-booking-platform-connecting-users-with-ai-empowered-vedic-astrologers Company: Zodiaq Industry: Spiritual & Wellness Marketplace Services delivered: AI-Powered Astrology Marketplace, Booking Platform, Astrologer Dashboard, Patrika Automation Tool Zodiaq is a marketplace for booking consultations and ordering Patrikas from Vedic astrologers, who use a powerful AI assistant to automate 90% of their report generation. **Challenge** Individuals seeking astrological guidance struggled to find, vet, and book appointments with trusted professionals. The process was often offline, fragmented, and inconvenient. For astrologers, managing client bookings and communications, in addition to the incredibly time-intensive manual work of creating detailed Patrikas, was a major operational bottleneck that limited their ability to grow their practice. **Solution** We built a complete service marketplace using the MERN stack and Next.js, hosted on Azure. The user-facing portal is a sophisticated booking system where clients can browse astrologer profiles, view their available services (e.g., live consultations, Patrika generation), and book appointments. For astrologers, we created a private dashboard to manage their schedule, availability, and client bookings. Integrated directly into this dashboard is the exclusive AI Patrika assistant. When a "Patrika" service is booked, the astrologer uses this powerful tool to automate the foundational report generation, allowing them to focus on delivering their expert interpretation and insights. **Key Features & Functionality** - **Astrologer Marketplace & Booking System:** A public-facing portal where users can search for astrologers, view their services and pricing, and book consultations or order a Patrika. - **Astrologer Service Management Dashboard:** A private workspace for astrologers to manage their professional profiles, availability, calendars, and client bookings. - **AI-Powered Patrika Assistant (For Astrologers Only):** An exclusive tool within the astrologer's dashboard to generate the foundational Patrika report for clients who have booked that specific service. - **Secure Communication & Delivery:** Integrated tools for astrologers and clients to communicate and for the final Patrika to be delivered securely through the platform. **Results** The Zodiaq marketplace created a fluid and trustworthy channel for astrological services. It provided users with a simple and secure way to find and book credible astrologers. For the professionals on the platform, the integrated booking and AI tools were a game-changer. The AI assistant automated 90% of the manual Patrika generation process, and the streamlined booking system allowed them to double their client throughput, growing their practice more efficiently than ever before. ## Blog Index: https://www.plinth.tech/blog — Insights on AI SaaS, agentic workflows, business process automation, and enterprise AI implementation from the Plinth engineering team. ### Why Ad-Free EdTech Platforms Drive Better Student Outcomes: A Case2Grow Deep Dive URL: https://www.plinth.tech/blog/ad-free-edtech-platform-outcomes 85% of students report digital ad distraction. Discover how ad-free EdTech platforms eliminate this, driving superior student outcomes, higher engagement, and better skill acquisition. Learn why this model is crucial for effective learning and career success. ### How to Build a Multi-Tenant SaaS Platform for Sports Organizations URL: https://www.plinth.tech/blog/multi-tenant-saas-sports-platform Unlock the potential of the $27 billion sports tech market by building a multi-tenant SaaS platform. This guide helps you design scalable architecture, implement robust RBAC, and integrate core features to eliminate administrative chaos for clubs and leagues. Learn to serve thousands of organizations efficiently. ### Role-Based Access Control (RBAC) in SaaS: A Practical Implementation Guide URL: https://www.plinth.tech/blog/rbac-saas-implementation-guide 80% of cyberattacks use identity-based methods. Learn to master RBAC SaaS implementation, defining roles, designing granular permission matrices, and integrating with Node.js & MongoDB for robust security. Equip your SaaS with a foundational, scalable access control system. ## Legal - [Privacy Policy](https://www.plinth.tech/privacy-policy) — Pathnovo is the data controller for the Plinth website and Services.