Flagship Projects &
Case Studies

First Wave AI is a conversational voice platform built to replace legacy IVR systems with intelligent, human-like phone interactions. The platform automates both inbound and outbound calls using NLP, speech-to-text, and text-to-speech models — understanding caller intent, accessing real-time data from connected systems, and responding in natural conversation without menus or hold queues. Inbound enquiries are handled instantly and accurately; outbound sales and follow-up calls are automated at scale with context-aware dialogue that adapts to each conversation. CRM integration ensures every interaction is logged and actioned, giving operations teams complete visibility. The result is near-zero wait times, reduced agent headcount requirements, and significantly higher call resolution rates across hospitality, sales, and customer support operations.

Avatar is an AI-powered passenger information kiosk deployed across Dubai Metro — one of the world's most advanced and heavily trafficked urban transit networks. At the centre of each kiosk is a lifelike 3D avatar with real-time lip sync and natural voice synthesis, designed to make interactions feel human and welcoming in a high-footfall, multilingual environment. Passengers can ask questions naturally in English, Arabic, or Hindi — about routes, connections, fares, station facilities, or travel advisories — and receive instant, accurate responses drawn from a live RAG pipeline connected to Dubai Metro's operational data. The conversational AI is built to handle varied phrasing, regional accents, and follow-up questions without losing context, replicating the fluency of a knowledgeable station assistant. By delivering self-service information at station level, Avatar reduces the volume of routine queries reaching staff — freeing frontline personnel to focus on complex situations and edge cases while every passenger gets the information they need immediately, regardless of language.

Lawsofmotions.com is the digital flagship for Laws of Motion — one of India's premium fashion brands — built around a proprietary body measurement intelligence platform. Techlead engineered computer vision technology that captures real-time body measurements from a customer's device, enabling the brand to produce garments tailored to individual body profiles without requiring physical fitting. The platform connects measurement data directly into the manufacturing workflow, driving a zero-waste production model where every piece is cut and assembled to the buyer's exact dimensions. Beyond fit precision, the web platform delivers a seamless premium shopping experience — combining the personalisation of made-to-measure fashion with the speed and accessibility of e-commerce.

Laws of Motion AI is an intelligent platform layer built on top of the Laws of Motion retail ecosystem, bringing Generative AI and machine learning directly into the customer journey. The platform features a style quiz engine that learns a shopper's aesthetic preferences, body type, and occasion needs — feeding this into an LLM-driven recommendation engine that surfaces the most relevant products in real time. Alongside the quiz, a computer vision–powered image AI allows customers to upload reference images and receive curated matches from the catalogue. Smart analytics track preference patterns across the customer base, giving the brand team actionable insight into trending styles, emerging demand signals, and individual shopper behaviour — enabling both personalised marketing and smarter inventory planning.

Defence precision analytics platform built to extract intelligence from high-speed military testing and operational events. The system uses computer vision and advanced data analytics to capture and analyse velocity data, blast profiles, and projectile trajectories from imaging feeds — replacing subjective manual assessment with objective, reproducible measurement. Results are consolidated into structured analytics dashboards, giving defence teams the data they need to evaluate test outcomes, refine ammunition performance, and make informed operational decisions with greater speed and confidence.

Implemented the Smarten Analytics platform for Nepal Police to consolidate crime, HR, and operational data from police departments across the country into a single source of truth. Delivered HR dashboards (personnel, training, inventory, weapons), crime analytics modules (DIRS & CCIS) with GeoMap heatmaps and trend analysis, and an advanced analytics layer with snapshot anomaly detection, predictive crime forecasting by time and location, and NLP-driven clickless self-service analytics — accessible via web and mobile.

Techlead implemented a large-scale ERP system for Navi Mumbai Municipal Corporation (NMMC) — integrating and digitizing the full spectrum of civic administration across departments. The platform spans property tax management, water supply operations, waste management, building permissions, and citizen services — all connected through a unified system with real-time management dashboards, operational analytics, and GIS-based spatial intelligence. Senior leadership gained live visibility into city operations for faster, more accountable decision-making, while citizens gained digital service touchpoints that reduced counter queues and improved service delivery timelines across the smart city.

Techlead delivered a GIS-enabled Enterprise Resource Planning platform for Pimpri-Chinchwad Municipal Corporation (PCMC) — one of the fastest-growing smart cities in India. At its core is a fully integrated GIS layer that maps every civic asset, infrastructure project, and service zone onto live city maps, giving administrators spatial intelligence they can act on. From property assessment and building permissions to water network management, drainage mapping, road maintenance tracking, and citizen grievance resolution — every module is spatially aware. The platform consolidates all departmental data into a single real-time view, enabling PCMC to monitor city performance, allocate resources, and respond to citizen needs with precision.

A citizen-facing disaster management and weather intelligence platform built for government emergency response agencies. The system integrates a network of automated weather stations to collect real-time atmospheric data — rainfall, temperature, wind speed, humidity, and storm indicators — and surfaces this intelligence through a mobile application that delivers localised alerts directly to residents. Governments gain a live operational picture of weather conditions across regions, enabling faster coordination and resource deployment. Citizens receive timely warnings that enable proactive action before events escalate, improving community resilience and reducing the human and economic cost of natural disasters.

Techlead delivered a comprehensive eGovernance transformation for MHADA (Maharashtra Housing and Area Development Authority) — one of India's largest public housing bodies responsible for allocating affordable homes to millions of citizens across Maharashtra. The platform digitized the entire housing lottery lifecycle: from eligibility-based applicant registration and document submission through automated compliance validation, lottery draw execution, and allotment notification. Configurable rule engines replaced manual multi-department document review. The system also introduced audit trails, grievance redressal workflows, and digital certificate generation — bringing transparency, accountability, and measurably faster turnaround to a process that previously spanned months.

TropLabs deployed a desktop-based QC application for Large Clinical Laboratory Equipment Manufacturer, integrated directly with the TOSHIBA TBA-120FR clinical chemistry analyzer. The solution addresses a core operational need in diagnostic labs: accessing QC and patient test data in a structured, compliant format without disrupting live analyzer operations. Configured for the lab's specific chemistries, the application applies Westgard multi-rules to flag QC failures in real time, generates Levey-Jennings plots for trend analysis, and consolidates patient test results into a central dashboard with statistical summaries — enabling faster review cycles and more confident reporting. Role-based access separates admin and technician functions, ensuring clear accountability and controlled data visibility. Built-in backup and restore capabilities protect against data loss and simplify recovery in regulated environments where audit trails and data integrity are non-negotiable.

A global medical device company operating a legacy application was facing compounding scalability limitations and increasing infrastructure maintenance costs that constrained growth and slowed delivery. TropLabs led a full cloud adoption engagement — migrating the application to a modern technology stack hosted on AWS, re-architecting for scalability, and implementing CI/CD pipelines to automate the build, test, and deployment lifecycle. The migration eliminated the performance bottlenecks and brittle maintenance overhead of the legacy system, replacing it with a cloud-native architecture that scales on demand. With automated pipelines in place, the team moved from manual, error-prone release processes to confident, repeatable deployments — cutting deployment time to a third of the previous cycle. The result: measurably lower infrastructure costs, near-perfect availability at 99.9% uptime, and an engineering team freed from infrastructure firefighting to focus on product development.

ENHVOICE Platform is an enterprise utility bill processing solution that uses OCR to automatically extract key data from uploaded bills — account details, billing amounts, due dates, meter readings, and consumption figures — across multiple provider formats. Extracted data moves through a configurable, role-based approval workflow with each action logged in a tamper-evident audit trail. Role-specific dashboards give administrators and users real-time visibility into processing volumes, accuracy rates, and workflow status, while results can be exported in CSV for downstream reporting and integration.

AllScan is an AI-powered visual inspection platform that automates packaging quality control on the production line. The system compares live production images against approved master artwork in real time, using advanced computer vision models to detect even the smallest deviations before products leave the facility. AllScan validates font type and size, logo dimensions, placement and colour accuracy, text content for typographical errors, ingredient and regulatory information positioning, structural knurling patterns, and precision content alignment — covering every aspect of packaging compliance in a single automated pass. Where manual inspection is slow, inconsistent, and limited by human fatigue, AllScan delivers consistent, high-speed, microscopic-level accuracy across 100% of production output. The result is a scalable quality assurance layer that protects brand integrity, ensures regulatory compliance, and eliminates the operational and reputational cost of defective packaging reaching the market.

Vendyman is a smart vending machine platform that transforms traditional vending into a fully automated, connected retail experience. The system uses AI-powered auto-detection to identify products as they are dispensed, automates the entire billing process to reduce transaction time, and continuously monitors product quality to ensure freshness and compliance. An IoT-based mechanism connects each machine to a backend ERP system — enabling real-time inventory updates, remote management, and end-to-end operational visibility across the vending network. The result is a frictionless buying experience for customers and a data-driven, low-overhead operation for businesses.

Vector is a next-generation urban transportation platform built around two purpose-built applications — Vector Go for riders and Vector Driver for drivers — unified into one seamless mobility ecosystem. Riders can book instant city rides or schedule intercity travel, choose from standard taxi, VIP, XL, ambulance, movers, or delivery services, track their driver in real time with accurate ETAs, and pay via cash, card, or digital wallet. Drivers get flexible working hours, turn-by-turn route guidance, automated fare calculation, and real-time earnings tracking. Every driver is verified through background screening, licence checks, and vehicle inspection before going live. The platform addresses the core failures of traditional transport — unpredictable availability, no GPS visibility, unverified drivers, opaque pricing, and limited service variety — replacing them with a transparent, safe, and multi-modal mobility experience designed for modern urban needs.

Multi-tenant SaaS platform streamlining the entire cleaning service lifecycle — with dedicated apps for Customers, Cleaners, and Administrators. Features instant quoting, recurring appointments, real-time cleaner assignment and tracking, automated invoicing, and a Zero-Rejection Booking Engine that ensures businesses never lose a booking due to temporary staffing constraints. Supports English & Spanish with complete data isolation across tenants.

Malibu Ski League is a members-only digital platform built for skiers, snowboarders, and surfers who take their sport seriously. The platform helps members discover the best mountains and surf breaks, access live conditions data for informed trip decisions, and connect with a community that shares their passion for board sports. Uniquely, the entire experience shifts between winter and summer modes — adapting content, conditions feeds, and recommendations to reflect the active season. Whether planning a ski trip or chasing swell on the coast, Malibu Ski League gives members the tools, intelligence, and community to get the most out of every session.

A surgical visualization and pre-operative planning tool built for Smith+Nephew, one of the world's leading medical device companies. The platform allows surgeons and clinical teams to model complex procedures in three dimensions before entering the operating room — visualising anatomy, positioning implants, validating sizing, and simulating surgical steps with precision. By replacing flat 2D imaging with interactive 3D surgical planning, the tool reduces the margin for intra-operative surprises, improves team preparedness, and supports better patient outcomes. Designed to fit seamlessly into existing clinical workflows, the planner gives surgical teams a shared planning environment that bridges pre-operative preparation and intra-operative execution.

TropLabs deployed Tube Labeler Middleware for hospital laboratories needing consistent, error-free tube labelling across multiple analyzers while integrating seamlessly with their existing Laboratory Information System. The middleware connects to the LIS via ODBC, API, Webhook, File, or HL7 — adapting to whatever integration method the site already uses — and receives test orders to drive the entire labelling workflow automatically. Configurable test-to-tube rules and department-based vacutainer logic allow each site to define its own labelling standards without custom development. Label templates are fully customisable, and print jobs are routed to registered tube labeler devices through a managed queue with failover handling, ensuring continuity if a primary device is unavailable. Duplicate detection prevents repeat printing errors, and full backup capabilities support audit readiness and operational resilience in regulated laboratory environments.

Businesses across sectors collect significant operational data — but without the right infrastructure and visualisation layer, that data remains inaccessible and unused. TropLabs has helped multiple customers build the end-to-end data infrastructure required to convert raw operational data into structured information and actionable business insight. Engagements have included marketing insight platforms for Diamond Chain — surfacing campaign performance, customer behaviour, and ROI analytics — and sales funnel optimisation for a consumer goods company, where data analysis identified conversion drop-off points in the pipeline and informed targeting adjustments that improved conversion rates. TropLabs has also delivered dashboarding and reporting platforms for government agencies seeking visibility into their operational activities, resource utilisation, and programme performance. Each engagement follows the same core approach: understand the business question, build or consolidate the data infrastructure, and deliver intuitive dashboards that make insight accessible to decision-makers without requiring technical expertise.