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Data & Analytics

Data platforms, pipelines, reports and data science.

Data platforms

  • Snowflake: Cloud data warehouse for all your data
  • Databricks: One platform for data, analytics and AI
  • Microsoft Fabric: Microsoft's all-in-one analytics platform
  • Azure: Data platforms on Microsoft Azure
  • AWS: Data platforms on Amazon Web Services
  • Google Cloud: BigQuery and data on Google Cloud
  • dbt: Tested, documented data models
  • Data Lakehouse: Open lakehouse on Iceberg and Delta

Data foundation

  • Data Engineering: Pipelines that move and clean your data
  • Real-time Data Streaming: Live data with Kafka and Flink
  • Cloud Data Migration: Move old databases to the cloud safely
  • Data Warehouse: One trusted home for reporting data
  • Database Engineering: Fast, reliable, well-run databases
  • Managed Data Engineering: We run and support your data platform

Strategy & trust

  • Data Strategy & Assessment: A clear plan for your data and its value

Strategy & trust

  • Data Governance: Ownership, access and compliance for data
  • Data Quality & Observability: Catch bad data before it hits reports
  • AI-Ready Data, trending: Prepare your data for AI and RAG

Reports & insights

  • Data Analytics: Answers and KPIs from your data
  • Power BI: Dashboards and reports in Power BI
  • Tableau & Looker: Dashboards in Tableau, Looker and Qlik
  • Data Science, trending: Forecasts and predictions from your data

Snowflake · Databricks · Microsoft partner

Data platforms engineered end to end, from ingestion to dashboards and models.

  • Microsoft Fabric
  • Microsoft Azure
Explore Data Engineering →

Agentic AI

AI agents that plan, use your tools and get work done.

AI agents

  • AI Agents: AI that completes tasks for your team
  • Multi-Agent Systems: Teams of AI agents for complex work
  • Voice AI Agents: AI that answers and makes phone calls
  • AI Agent Developers: Hire engineers who build agents

Copilots & assistants

  • Custom AI Copilots: An AI assistant inside your product

Copilots & assistants

  • AI Chatbots: Chat support and sales, 24/7
  • AI Shopping Assistants: Guided buying in your store

Tools & automation

  • MCP Server Development: Connect AI assistants to your systems
  • Workflow Automation, trending: Automate repetitive business tasks

Tools & automation

  • AI Integration: Add AI to the tools you already use
  • LLM & RAG Development: AI that answers from your own documents

Prove & trust

  • AI PoC & MVP: Prove an AI idea before you invest
  • AI Testing & Red Teaming: Test AI for accuracy and safety
  • AI Governance & EU AI Act: Use AI safely and within the rules

Agents that do the work, with guardrails

Agents and copilots wired into your data and tools through MCP, tested before they act.

Explore AI agents →

Service areas

All services →

Data platforms

  • Snowflake: Cloud data warehouse for all your data
  • Databricks: One platform for data, analytics and AI
  • Microsoft Fabric: Microsoft's all-in-one analytics platform
  • Azure: Data platforms on Microsoft Azure
  • AWS: Data platforms on Amazon Web Services
  • Google Cloud: BigQuery and data on Google Cloud
  • dbt: Tested, documented data models
  • Data Lakehouse: Open lakehouse on Iceberg and Delta

Data foundation

  • Data Engineering: Pipelines that move and clean your data
  • Real-time Data Streaming: Live data with Kafka and Flink
  • Cloud Data Migration: Move old databases to the cloud safely
  • Data Warehouse: One trusted home for reporting data
  • Database Engineering: Fast, reliable, well-run databases
  • Managed Data Engineering: We run and support your data platform

Strategy & trust

  • Data Strategy & Assessment: A clear plan for your data and its value

Strategy & trust

  • Data Governance: Ownership, access and compliance for data
  • Data Quality & Observability: Catch bad data before it hits reports
  • AI-Ready Data, trending: Prepare your data for AI and RAG

Reports & insights

  • Data Analytics: Answers and KPIs from your data
  • Power BI: Dashboards and reports in Power BI
  • Tableau & Looker: Dashboards in Tableau, Looker and Qlik
  • Data Science, trending: Forecasts and predictions from your data

Snowflake · Databricks · Microsoft partner

Data platforms engineered end to end, from ingestion to dashboards and models.

  • Microsoft Fabric
  • Microsoft Azure
Explore Data Engineering →

Build AI

  • AI Development: Custom AI built for your business
  • Generative AI: AI that writes, summarises and creates
  • LLM & RAG Development: AI that answers from your own documents
  • Fine-tuning & Small Models: Smaller, cheaper models trained for you
  • Private LLM Deployment: AI models that keep data in-house
  • Machine Learning & MLOps, trending: Prediction models, run in production
  • Computer Vision: AI that understands images and video
  • Document AI & NLP: Read and process documents automatically

Agents & assistants

  • AI Agents: AI that completes tasks for your team
  • Multi-Agent Systems: Teams of AI agents for complex work
  • Custom AI Copilots: An AI assistant inside your product
  • AI Chatbots: Chat support and sales, 24/7
  • Voice AI Agents: AI that answers and makes phone calls

Automate & connect

  • Workflow Automation, trending: Automate repetitive business tasks
  • AI Integration: Add AI to the tools you already use

Automate & connect

  • MCP Server Development: Connect AI assistants to your systems
  • CRM & ERP Integration: AI and sync for your CRM and ERP

Plan, prove & govern

  • AI Consulting: Expert advice on where AI pays off
  • AI Readiness Assessment: Is your business ready for AI?
  • AI PoC & MVP: Prove an AI idea before you invest
  • AI Governance & EU AI Act: Use AI safely and within the rules
  • AI Testing & Red Teaming: Test AI for accuracy and safety

AI that ships, not just demos

Agents, chatbots and generative AI wired into your data, tools and products.

Explore AI development →

Cloud & DevOps

  • Cloud & DevOps: Cloud setup and faster releases
  • Kubernetes & Containers: Run apps reliably at scale
  • DevSecOps: Security built into every release
  • Cloud Migration: Move your apps to the cloud
  • Cloud Cost Optimization: Cut your cloud bill

Testing & security

  • Software Testing & QA: Find bugs before your users do
  • Test Automation: Automated tests on every change
  • Performance & Load Testing: Know your app holds up under load
  • Security & Penetration Testing: Find security holes before attackers

Keep it running

  • Maintenance & Support: Updates, fixes and monitoring
  • 24/7 Monitoring & SRE: Round-the-clock uptime and alerts
  • Application Modernization: Upgrade legacy software safely
  • Managed Data Engineering: We run and support your data platform

Reliable, secure and looked after

Cloud and DevOps, testing and security, with monitoring and support that keeps software running.

  • AWS
  • Microsoft Azure
Explore Cloud & DevOps →

Build an app

  • Mobile App Development: Apps for iPhone and Android, end to end
  • iOS Apps: Native apps for iPhone and iPad
  • Android Apps: Native apps for Android devices
  • Flutter Apps: One codebase for iOS and Android
  • React Native Apps: Cross-platform apps with React Native
  • Kotlin Multiplatform: Shared Kotlin code, native feel
  • FlutterFlow Apps: Low-code apps built faster

Smarter apps

  • On-device AI Apps, trending: Private AI features that run on the phone

Smarter apps

  • IoT Development: Apps that talk to devices and sensors
  • Wearable Apps: Apps for Apple Watch and Wear OS

Start & launch

  • MVP Development: Launch a first version quickly
  • AI-Assisted Development, trending: Build faster with AI coding tools
  • App Store Optimization: Get found and downloaded in app stores

After launch

  • App Modernization: Rebuild an old app on modern tech

After launch

  • Maintenance & Support: Updates, fixes and monitoring
  • Software Testing & QA: Find bugs before your users do

Design & prototyping

  • UI/UX Design: Apps and sites that are easy to use
  • Design Systems: Reusable components for consistent design
  • UX Audit & Research: Find out why users struggle
  • AI Product Design, trending: Design for chat, agents and copilots
  • Product Design Sprint: A tested prototype in five days

Apps your customers keep using

Native and cross-platform apps, designed, built, launched and looked after by one team.

See our portfolio →

Websites

  • Web Development: Business websites, built to convert
  • WordPress: Websites your team can update easily
  • CMS Development: Manage content without a developer
  • Headless CMS: Fast sites with Strapi, Sanity, Contentful
  • Website Redesign: Refresh an outdated website
  • Responsive Web Design: Sites that work on every screen

Web apps & SaaS

  • Web App Development: Custom software in the browser
  • SaaS Development: Build and scale a software product
  • Customer & Partner Portals: Self-service portals for your users
  • API Development & Integration: Connect your systems and apps

Web apps & SaaS

  • AI Integration, trending: Add AI to the tools you already use

By technology

  • React & Next.js: Fast, modern web front ends
  • Laravel: PHP web apps on Laravel
  • Node.js: Fast back ends and real-time apps

Quality & care

  • Web Accessibility (WCAG): Usable by everyone, and compliant
  • Website Speed Optimization: Faster pages, better Core Web Vitals
  • Application Modernization: Upgrade legacy software safely
  • Maintenance & Support: Updates, fixes and monitoring

E-commerce platforms

  • Shopify: Stores on Shopify, set up to sell
  • Shopify Plus: Shopify for high-volume brands
  • WooCommerce: Sell on your WordPress website
  • Headless Commerce: Fast custom storefronts on any platform

Online stores

  • E-commerce Development: Custom online stores, end to end
  • B2B E-commerce: Ordering portals for trade customers
  • Multi-vendor Marketplace: Many sellers, one marketplace
  • On-Demand Delivery Apps: Food, grocery and delivery apps
  • AI Shopping Assistants, trending: Help shoppers find and buy with AI
  • Store Migration: Move platforms without losing SEO

Websites and web apps that perform

Business websites, portals and SaaS products, fast, accessible and easy to update.

Explore web development →

Search

  • SEO & Digital Marketing: More traffic and leads from search
  • Technical SEO: Fix what stops Google ranking you
  • Local SEO: Show up in local and map searches
  • AI Search Optimization, trending: Get cited by ChatGPT and AI Overviews

Ads & conversion

  • PPC / Google Ads: Paid ads that pay back

Ads & conversion

  • Conversion Optimization (CRO): Turn more visitors into customers

Measure

  • GA4 & Server-side Tracking: Analytics and tracking you can trust

Apps

  • App Store Optimization: Get found and downloaded in app stores

Be found, then convert

SEO for Google and AI search, paid ads, conversion work and tracking you can trust.

Explore SEO & marketing →

Ways to hire

  • Hire Dedicated Developers: A full-time team that works as yours
  • Staff Augmentation: Add engineers to your in-house team

Data & AI

  • AI & ML Engineers, trending
  • Generative AI Developers, trending
  • AI Agent Developers, trending
  • Data Scientists
  • Data Engineers
  • MLOps Engineers
  • Python Developers
  • Snowflake Developers

Data & AI

  • Databricks Developers
  • Power BI Developers
  • Fabric Developers
  • dbt Developers

Web

  • Full-stack Developers
  • React Developers
  • Next.js Developers
  • Vue.js Developers
  • Node.js Developers
  • Laravel Developers

Web

  • PHP Developers
  • WordPress Developers
  • Shopify Developers

Mobile, DevOps, QA & design

  • iOS Developers
  • Android Developers
  • Flutter Developers
  • React Native Developers
  • FlutterFlow Developers
  • DevOps Engineers
  • QA Engineers
  • UI/UX Designers

Vetted engineers, 15-day free trial

Add one developer or a full team, in your time zone, on a monthly or hourly model.

Hire dedicated developers →

Industries

All industries →

What we build for Healthcare

Patient apps, clinical data and healthcare AI.

  • Healthcare Software DevelopmentHospital and clinic management systems · EHR and EMR platforms · Revenue cycle management, medical billing and insurance verification
  • Healthcare App DevelopmentTelemedicine and virtual care with secure video consultations · Appointment scheduling, reminders and follow-ups · Remote patient monitoring and chronic care apps
  • Interoperability and IntegrationEHR and EMR integration · Lab, pharmacy and billing system integration · Integration with HIS, LIS, CRM and medical devices
  • Healthcare Data, Analytics and AIReal-time analytics dashboards for clinicians and administrators · AI-powered healthcare analytics platforms · Clinical workflow automation and task management
  • Product Engineering and ModernizationHealthcare IT consulting and digital roadmaps · End-to-end product engineering for healthtech startups · Software as a Medical Device (SaMD) development
  • Security, Compliance and Managed ITSecurity-first architecture with encryption and role-based access · Audit logs and access controls · Compliance frameworks for HIPAA and GDPR requirements
  • Telemedicine and Remote CareVirtual doctor consultations and video telehealth · Remote patient monitoring and RPM vital tracking · Digital prescription and e-pharmacy workflows
  • Explore Healthcare →Client case studies, technical approach, production architectures and FAQs

What we build for FinTech

Banking, lending, payments and financial AI.

  • Banking and Digital PaymentsAccount management for savings, current and business accounts · Fund transfers, UPI and payment processing · Digital wallets and payment gateway apps
  • Lending and CreditLoan origination and approval for personal, business and secured loans · Automated eligibility checks · EMI scheduling, repayments and tracking
  • Risk, Fraud and ComplianceReal-time transaction monitoring and fraud detection · Risk scoring and anomaly detection · Security alerts and reporting dashboards
  • Investment, Wealth and InsuranceInvestment platforms for stocks, mutual funds and other assets · Portfolio tracking, risk profiling and goal-based investing · Real-time market data and investor dashboards
  • Accounting, Payroll and Financial CRMAccounting and bookkeeping with invoicing and GST · Payroll automation, payslips and statutory deductions · Financial CRM for client data, leads and follow-ups
  • Financial Analytics and ForecastingRevenue, cash flow and performance analytics · Cash flow forecasting and financial planning · Customer behavior and conversion insights
  • Open Banking and API IntegrationsCore banking system and ledger integration · Open Banking and PSD2/Plaid API connectors · Microservices and financial middleware architecture
  • Explore FinTech →Client case studies, technical approach, production architectures and FAQs

What we build for E-Commerce & Retail

Stores, integrations and shopper data.

  • Shopify DevelopmentCustom Shopify Store Development · Theme Customization · App Integrations
  • Adobe Commerce (Magento) DevelopmentCustom Module Development · Performance Optimization · Multichannel and Multi-Store Support
  • Store Design and DevelopmentCustom Storefront Design and Development · WooCommerce Stores with Custom Plugins · BigCommerce Development and Catalog Optimization
  • IntegrationsCRM and ERP Integration · Payment Gateway Integration · Shipping and Logistics Integration
  • Store Analytics and AISmart Product Recommendations · Dynamic Pricing · Customer Behavior Analytics
  • Consulting, Testing and OperationsE-commerce Consulting · E-commerce Audit (Performance, Conversion, SEO, Engagement) · QA and Performance Testing
  • B2B E-Commerce and Wholesale PortalsCustom B2B pricing and catalog management · Wholesale ordering and bulk checkout workflows · Dealer, distributor and vendor portals
  • Explore E-Commerce & Retail →Client case studies, technical approach, production architectures and FAQs

What we build for Logistics

Fleet tracking, warehouse management and route optimization.

  • Shipment, Order and DispatchShipment planning, documentation, billing and reporting · Inbound and outbound shipment visibility · Order processing, fulfillment and status updates
  • Fleet, Telematics and Asset TrackingReal-time vehicle tracking and fuel monitoring · Driver performance and compliance · Maintenance scheduling to reduce downtime
  • Transportation and Route OptimizationTransportation management systems (TMS) · Route planning and load optimization · Carrier selection and freight cost management
  • Warehouse and InventoryWarehouse management systems (WMS) · Inventory movement, picking, packing and dispatch · Real-time stock visibility and automated replenishment
  • Logistics Analytics and ForecastingReal-time logistics dashboards and operational reports · Demand forecasting for inventory planning · Predictive analytics and custom ML models for logistics
  • Integration and Digital PlatformsERP, CRM and accounting integration · GPS platform and third-party courier tool integration · Customer and partner portals with live tracking
  • Freight Brokerage and Shipper PortalsDigital freight matching and spot bidding · Shipper self-service booking and tracking portals · Carrier onboarding and compliance management
  • Explore Logistics →Client case studies, technical approach, production architectures and FAQs

What we build for Travel & Hospitality

Guest apps, booking engines and property management.

  • Booking and Property ManagementHotel booking apps with live availability · Room, table and service reservations · Pricing, availability and occupancy management
  • Guest Experience and EngagementDigital check-in and check-out · In-app concierge and contactless service requests · Guest profiles with preferences and visit history
  • Food, Beverage and EventsRestaurant ordering and table management · Kitchen workflow and order tracking · In-room dining apps
  • Operations, Staff and InventoryShift scheduling, attendance and task coordination · Housekeeping and maintenance coordination · Inventory, stock alerts and vendor management
  • Revenue, Loyalty and PaymentsLoyalty and membership programs · Secure payments, invoicing and multi-mode billing · Targeted offers, campaigns and notifications
  • Hospitality Data and AIOccupancy, performance and revenue dashboards · Guest behavior insights · Personalized offers and recommendations
  • Tour, Travel and Activity PlatformsTravel package booking and tour management · Multi-day itinerary planning software · Activity booking and digital ticketing platforms
  • Explore Travel & Hospitality →Client case studies, technical approach, production architectures and FAQs

What we build for Social & Community

Community platforms, feeds, real-time chat and moderation.

  • Social and Community AppsInterest and niche community apps · Neighborhood and hyperlocal social apps · Fan communities for media, games and sport
  • Feeds, Content and VideoPosts, likes, comments and reposts · Personalized and location-based feeds · Short video recording and editing
  • Messaging and Real-TimeOne-to-one and group chat · Temporary and topic-based groups · Voice and video calls, including random calls
  • Safety and ModerationReport, block and mute for users · Post approval and moderation queues · Verified profiles and sign-up checks
  • Growth and MonetizationPremium plans and subscriptions with Stripe · Coins, rewards and creator tips · Referral rewards and invite flows
  • Creator Economy and Live StreamingLive audio and video broadcasting · Creator tipping, coins and virtual gifts · Subscriber-only content and fan clubs
  • Community Analytics and Sentiment AIMember engagement metrics and retention dashboards · AI sentiment analysis and topic clustering · Churn prediction and audience insights
  • Explore Social & Community →Client case studies, technical approach, production architectures and FAQs

What we build for Education

LMS, virtual classrooms and AI learning platforms.

  • Learning Management and Virtual ClassroomsCustom LMS development · Course, curriculum and syllabus management · Virtual classrooms with live video and interactive tools
  • Corporate Training and OnboardingCorporate training apps with skills assessment · Induction and orientation apps · Employee engagement apps with feedback tools
  • Direct-to-Learner and On-Demand LearningE2C eLearning apps for courses and certifications · On-demand apps with recorded sessions and self-paced modules · Tuition apps for class management and parent communication
  • Engagement and AccessibilityGamified learning platforms · Chat, forums and notifications · Accessible eLearning apps for learners with disabilities
  • AI and Learning AnalyticsAI-powered personalized learning paths · Adaptive learning apps · Progress dashboards and performance analytics
  • Assessment, Testing and GradingOnline examination platforms with proctoring · Automated grading and rubric evaluation · Question banks and adaptive quizzes
  • School and Student Information SystemsStudent information and enrollment portals · Attendance, gradebooks and transcript management · Parent, teacher and administrator communication tools
  • Explore Education →Client case studies, technical approach, production architectures and FAQs

What we build for Real Estate

Property listings, CRM, virtual tours and proptech AI.

  • Property Listings and DiscoveryProperty listing and discovery apps · Residential, commercial and land listings · Advanced search, filters and map-based listings
  • CRM, Leads and Sales OperationsReal estate CRM and lead management · Lead capture, assignment and tracking · Sales pipeline and deal management
  • Site Visits and Buyer ExperienceOnline site-visit scheduling · Automated reminders and follow-ups · Virtual tours and remote viewing
  • Rental and Property ManagementRental and tenant management platforms · Lease agreements and document management · Rent collection and payment tracking
  • Real Estate Analytics and AIProperty valuation and pricing analytics · Market trend and demand analysis · AI-powered demand forecasting
  • Property Maintenance and OperationsAutomated work-order dispatch for maintenance · Vendor management and job tracking · Property inspection checklists and reports
  • Mortgage, Escrow and Investment PortalsDigital mortgage calculators and pre-approval flows · Investor syndication and equity tracking dashboards · Escrow milestone tracking and document signing
  • Explore Real Estate →Client case studies, technical approach, production architectures and FAQs

What we build for Media & Entertainment

Streaming, publishing and AI content platforms.

  • Streaming and PlaybackLive radio streaming with background playback · Live concert and event streaming · Short video and live streaming apps
  • Reading and PublishingManga and comic reading apps with chapters · Early access passes and series subscriptions · Book series and author websites
  • AI Content CreationAI storybooks with illustrations and narration · AI interviewers that turn memories into books · Prompt-to-script research and writing
  • Fan and Creator PlatformsFan communities with reviews and tracking · Creator tips, coins and rewards · Audition and practice tools for performers
  • Media Business ToolsAd space directories and online booking · Stripe and PayPal checkout · Order tracking with project tools
  • Audio, Podcasting and Radio PlatformsHigh-fidelity audio streaming with offline sync · Podcast hosting, distribution and analytics · Live radio stations with interactive listener chat
  • Rights Management and RoyaltiesDigital rights management (DRM) and watermarking · Contract and licensing management platforms · Automated royalty split calculations and payouts
  • Explore Media & Entertainment →Client case studies, technical approach, production architectures and FAQs

What we build for Manufacturing

Shop-floor MES, predictive maintenance and IoT.

  • Production and Shop-Floor SystemsManufacturing Execution Systems (MES) · Production planning and scheduling software · Real-time shop-floor monitoring dashboards
  • Predictive Maintenance and Asset HealthPredictive maintenance and downtime forecasting · Condition monitoring and anomaly detection · Maintenance, AMC and asset lifecycle systems
  • Quality, Traceability and SafetyQuality management and inspection systems · Product traceability and batch tracking · OHS management systems for workplace safety
  • Integration and ModernizationERP, MES, inventory and production system integration · REST APIs for ERP, MES, IoT and third-party systems · Legacy manufacturing software modernization
  • Supply Chain, Inventory and CustomersInventory, raw material and warehouse management · Vendor, procurement and material flow platforms · Warehouse and dispatch apps
  • Analytics, Consulting and SupportProduction, downtime and efficiency reporting · Demand planning and production forecasting · ML models for quality, yield and efficiency insights
  • Shop-Floor Worker Apps and Digital SOPsTablet-based standard operating procedures · Digital shift handover and logbook systems · Safety incident reporting and inspection forms
  • Explore Manufacturing →Client case studies, technical approach, production architectures and FAQs
More industries
  • On-Demand
  • Legal Technology
  • SaaS
  • Enterprise Analytics
  • Telecom
  • Fitness & Wellness
  • Sports
  • Fashion & Beauty
  • Security & Public Safety
  • AI Solutions
  • Events
  • Marketplace
  • Productivity
  • HR & Workforce
  • Lifestyle
  • Dating
  • Food & Beverage
  • Marketing & Advertising
  • Transportation
  • Automotive
  • Gaming
  • IT & Cybersecurity
  • Pet Care
  • CRM & Sales
  • Spirituality
  • Mental Health
  • Blockchain & Crypto
  • Energy & Environment
  • Agriculture
  • Insurance

Company

A senior team delivering since 2018.

  • About UsOur engineering roots, delivery philosophy and leadership team.
  • CareersJoin a senior team building modern data platforms and AI products.
  • Client HandbookHow engagements run: sprint cadences, communication and delivery.
  • PortfolioWeb, mobile and cloud platforms engineered and shipped worldwide.
  • Case StudiesReal client outcomes, production metrics and technical solutions.
  • Hire Dedicated DevelopersExtend your team with vetted data engineers, AI leads and developers.
  • BlogDeep dives, architecture patterns and technical field notes.
  • Contact UsDiscuss your technical scope, project timelines or team requirements.

Rated by the clients we build for

Senior teams, security-certified processes and 8+ years of shipping.

Clutch
4.8
Google
4.9
27001
ISO
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  1. Home
  2. IoT Development

IoT Development Services

Device connectivity, IoT cloud platforms, real-time dashboards and companion apps for connected products.

Book a Meeting →See our work ↓

Stack we work in

  • TimescaleDB
  • PostgreSQL
  • MongoDB
  • Redis
  • Apache Kafka
  • Grafana
  • Power BI
  • Flutter
Projects delivered
680+
Clients served
310+
Client retention
98%
Certified engineers
20+
Building since
2018

Figures as of Oct 2026

  • 4.9GoogleBased on 80+ reviews, rated 4.9 out of 5 (opens in a new tab)
  • 4.8ClutchTop B2B Company 2025, rated 4.8 out of 5 (opens in a new tab)
  • 4.7TrustpilotExcellent Service Rating, rated 4.7 out of 5 (opens in a new tab)

Trusted by

  • Aralia
  • Rosa Pistrina
  • Lashbo
  • Micromunchi
  • Payroll Ninja
  • POD
  • Petdx
  • Yokey
  • Spin Up
  • Starwear
  • Udlins
  • Vegpal
  • Wander Wings
  • Wish It
  • Wisl
  • Overview
  • Services
  • Work
  • Process
  • Tech stack
  • FAQs
  • Contact

Problems we are usually asked to fix

We build the software side of connected products: the link from device to cloud, the IoT platform, the data pipeline, the dashboards and the mobile apps people use to control and monitor devices.

Read the full overview

We work with the devices, gateways and SDKs you already have or have chosen, over protocols such as MQTT, OPC UA, BLE and LoRaWAN, and run the cloud side on AWS IoT Core or Azure IoT Hub. Sensor data lands in a time-series store where it can drive alerts, reports and machine learning models.

  • Data stuck on the device

    Machines and sensors collect readings, but nobody can see them without visiting the site or downloading files by hand.

  • A pilot that will not scale

    A proof of concept works for ten devices, but provisioning, security and costs break down at hundreds or thousands.

  • Problems found too late

    Faults are discovered after equipment stops, because there are no alerts on the readings that matter.

  • Updates that need a site visit

    Changing firmware or settings means sending someone to each device, so fixes are slow and expensive.

  • Data nobody can use

    Sensor data is spread across vendor portals and spreadsheets, in different formats, so it cannot feed reports or models.

Outcomes

What you get

  • Device data that reaches the cloud reliably, even over weak connections
  • One place to see the status of every device in the field
  • Alerts that reach the right person when a reading goes out of range
  • Firmware and app updates rolled out remotely instead of on site
  • Sensor history stored in a form your analysts and models can use
  • Cloud, code and data owned by you, with no lock-in to us

What we deliver

Where teams use this service

  • Industrial monitoring

    Collect machine and sensor data from the shop floor, show it on live dashboards and alert on faults or downtime.

    Learn more →
  • Asset and fleet tracking

    Track location, condition and usage of vehicles, containers or equipment, with history and geofence alerts.

    Learn more →
  • Smart lockers

    Apps and cloud backends that assign lockers, open them remotely, notify users and report usage.

  • Smart home and consumer devices

    Companion apps for pairing, controlling and updating devices, with a cloud backend for accounts and data.

  • Energy and environment monitoring

    Measure energy use, temperature, humidity or air quality across sites and report against targets.

  • Predictive maintenance

    Use equipment history and live readings to flag machines likely to need service before they fail.

What you receive

  • Solution architecture

    A written design covering devices, protocols, IoT platform, data flow, security and costs, with the reasons for each choice.

  • IoT cloud platform

    Device provisioning, messaging, rules, storage and OTA delivery set up in your cloud account, defined in code.

  • Data pipeline and storage

    Streaming ingestion into a time-series store, with retention rules and access for analysts.

  • Dashboards and alerts

    Live dashboards and alert rules for the readings and events your team cares about.

  • Mobile and web apps

    Companion apps and admin portals, published to the app stores or deployed to your hosting.

  • Runbooks and documentation

    Guides for onboarding devices, releasing updates and handling incidents, plus source code in your repositories.

Device connectivity and integration

Get data off devices reliably and securely.

  • Device-to-cloud messaging over MQTT, HTTPS and WebSockets
  • Industrial data from PLCs and machines over OPC UA and Modbus gateways
  • BLE pairing and data sync between devices and mobile apps
  • LoRaWAN integration through network servers such as The Things Stack
  • Integration with device vendor SDKs and APIs

Built with

  • MQTT
  • OPC UA
  • Modbus
  • BLE
  • LoRaWAN
  • The Things Stack

IoT cloud platform

Register, secure and manage a fleet of devices.

  • Device provisioning, identity and certificates on AWS IoT Core or Azure IoT Hub
  • Device shadows and twins to track desired and reported state
  • Rules that route messages to storage, queues and functions
  • Over-the-air (OTA) update delivery, scheduling and rollback tracking
  • Edge processing with AWS IoT Greengrass or Azure IoT Edge to filter data before it is sent

Built with

  • AWS IoT Core
  • AWS IoT Greengrass
  • Azure IoT Hub
  • Azure IoT Edge

Time-series data and dashboards

Turn sensor readings into something people can act on.

  • Time-series storage in InfluxDB, TimescaleDB or a cloud equivalent
  • Stream processing with Kafka, Kinesis or Azure Event Hubs
  • Real-time dashboards in Grafana, Power BI or a custom web app
  • Threshold and rule-based alerts by email, SMS, push or Slack
  • Reports and data exports for operations and compliance teams

Built with

  • InfluxDB
  • TimescaleDB
  • Azure Event Hubs
  • Grafana
  • Power BI

Companion mobile and web apps

Give users control of their devices.

  • Mobile apps in Flutter, React Native, Swift or Kotlin
  • Device onboarding, pairing and Wi-Fi setup flows
  • Live status, remote control and push notifications
  • Admin web portals for fleet, user and access management

Built with

  • Flutter
  • React Native
  • Swift
  • Kotlin
  • React

Analytics and machine learning on sensor data

Find patterns and predict problems before they happen.

  • Anomaly detection on sensor streams
  • Predictive maintenance models from equipment history
  • Usage, uptime and energy analytics
  • Models deployed in the cloud or at the edge, with monitoring

Related services

  • Cloud & DevOps
  • Data Engineering
  • Mobile App Development
  • Machine Learning & MLOps

Why teams choose Equitysoft for IoT

Since 2018 we have delivered 680+ projects for 310+ clients, and 98% of clients keep working with us.

  1. Device to dashboard in one team

    We build the cloud platform, data pipelines, dashboards and the mobile and web apps for your connected product.

  2. Proven on real devices first

    We prove connectivity, offline behaviour and data flow on your real hardware before the full build.

  3. Data and analytics skills in-house

    Our data engineers and data scientists turn sensor data into reports, alerts and predictions.

  4. Security and support built in

    Each device gets its own identity and encrypted connection, and we offer support with agreed SLAs after rollout.

Recent work from our team

Featured case study

AI Video Analytics CCTV Intelligence Development

Every business already owns the sensor network it needs. CCTV records everything and tells you nothing — until someone reviews the footage, usually days after the loss.

Read the case study →
AI Video Analytics CCTV Intelligence Development
  • Fashion & BeautyCase studyBuilding an AI-Powered Wardrobe & Style Intelligence App
  • HealthcareCase studyBuilding a Secure Employee Health & Performance Management Platform
  • DatingCase studyVegpal: Connect, Share, and Thrive in a Global Vegan Community
  • DatingiOS & AndroidVegpal – Dating and Friendship App for Vegans
  • Health & FitnessCase studyFitPlus: Custom Fitness App Development Case Study
  • On-Demand ServicesCase studyBook Professional Photographers Anytime, Anywhere with POD India

More projects

  • Building a Real-Time Sports Data & Community Intelligence Platform
  • EdTech Solutions for Inclusive Skill Development
  • Powerhouse Courier – AI-Powered Dispatch & Delivery Management Platform
  • The Art of Mindful Living – Mindfulness and Self-Mastery App
  • BallWatch – Football Academy Scouting and Recruitment App

How we work

  1. 01 Discovery
  2. 02 Architecture
  3. 03 Prove it on real devices
  4. 04 Build
  5. 05 Rollout
  6. 06 Support and improvement
  1. 01

    Discovery

    We review your devices, gateways, connectivity, data volumes and the people who will use the system, and agree what success looks like.

    You receive Requirements and device inventory

  2. 02

    Architecture

    We choose protocols, the IoT platform, storage and app stack, and plan security from device identity through to user access.

    You receive Solution architecture and plan

  3. 03

    Prove it on real devices

    A small set of real devices sends data end to end into a basic dashboard, so we test connectivity and data quality early.

    You receive Working end-to-end pilot

  4. 04

    Build

    We build the cloud platform, data pipeline, dashboards, alerts and apps in short iterations, with demos at each step.

    You receive Platform, dashboards and apps

  5. 05

    Rollout

    Devices are onboarded in batches, with monitoring in place, while we load-test the platform for the full fleet size.

    You receive Production rollout and runbooks

  6. 06

    Support and improvement

    We monitor the platform, ship OTA and app updates, and add analytics or models as data builds up.

    You receive Support plan and roadmap

Tech stack

Technologies we use

AI and machine learning

  • scikit-learn
  • TensorFlow Lite

Pipelines and orchestration

  • Apache Kafka
  • Amazon Kinesis

Databases

  • PostgreSQL
  • MongoDB
  • Redis
  • Firebase Cloud Messaging

BI and analytics

  • Power BI

Mobile

  • Flutter
  • React Native

Frontend

  • React

Backend and APIs

  • Node-RED
  • Node.js

Languages

  • Swift
  • Kotlin
  • Python

Cloud and DevOps

  • AWS IoT Core
  • AWS IoT Greengrass
  • Azure IoT Hub
  • Azure IoT Edge
  • Azure Event Hubs
  • Docker
  • Kubernetes
  • Terraform
  • AWS Lambda

Other tools

  • MQTT
  • OPC UA
  • Modbus
  • BLE
  • LoRaWAN
  • Zigbee
  • EMQX
  • Mosquitto
  • The Things Stack
  • InfluxDB
  • TimescaleDB
  • Grafana

Engagement

Ways to work with us

  • Proof of concept

    A fixed-scope pilot that connects a few real devices end to end, so you can test the idea before a full build.

    • Real devices, real data
    • Clear go or no-go result
  • Full project

    Platform, data, dashboards and apps built against an agreed scope and plan.

    • Written estimate up front
    • Demos at each iteration
  • Dedicated team

    Developers who work on your connected product full time or part time, inside your process and tools.

    • Scale up or down with notice
    • Covers cloud, data and app work

Questions, answered

  • It depends on scope: the number and type of devices, the protocols involved, whether you need mobile apps, dashboards or analytics, data volumes, and security and compliance needs. After a short discovery call we send a written estimate with the scope, timeline and team. Cloud and connectivity charges are billed to your own accounts. As a guide, a connected-device pilot usually costs $15,000 to $40,000, and a production IoT platform with apps $40,000 to $150,000 or more (USD).

  • We do not manufacture devices. We build the software around them: cloud platform, data pipeline, dashboards, mobile and web apps, and analytics. We integrate with your devices through their protocols, SDKs and APIs, and work alongside your hardware or firmware team or vendor.

  • Both handle device identity, messaging and fleet management well. We usually recommend the one that fits your existing cloud, team skills and data location needs. If you already run on one cloud, staying there is often simplest. We can explain the trade-offs for your case.

  • Each device gets its own identity and certificate, messages are encrypted in transit, and access rules limit what each device and user can do. Data is encrypted at rest, and we log access and changes. We design storage and access to support GDPR and the data protection rules that apply in your country.

  • We design for it. Devices or gateways buffer readings locally and send them when the connection returns, and the platform tracks last-seen times so offline devices raise an alert. Edge processing can keep local rules running without the cloud.

  • Yes. We build companion apps in Flutter, React Native, Swift or Kotlin, covering device pairing over BLE or Wi-Fi, live status, remote control, notifications and account management.

  • Yes. Once data is stored in a consistent form we can build usage and uptime reports, anomaly detection and predictive maintenance models, and run them in the cloud or at the edge.

  • Yes. We often extend an existing IoT setup, for example adding dashboards, an app or a data pipeline, rather than replacing it. We start by reviewing what is already in place.

  • A proof on real devices usually takes a few weeks. A full platform with dashboards and apps takes a few months, depending on device count, protocols and integrations.

  • We start with a short discovery call under NDA if you need one. Send us your idea, any designs or documents, and the systems the work must connect to. We then share a written scope, timeline and estimate before any build work starts.

  • Yes. We monitor the platform, fix issues, update dependencies and add features under an agreed support plan.

  • You do. The cloud accounts, code and device data belong to you, and we hand over documentation.

Still have a question?

Talk to an engineer

Bring your platform, your data and your question. You will speak with someone who builds this, not a script.

Book a Meeting →

or email business@equitysoft.in

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    +91 97263 40081

Awards and recognition

  • Google4.9 ★ out of 5Based on 80+ reviews (opens in a new tab)Google · 4.9 / 5Average rating from client reviews on our Google Business Profile.
  • Clutch4.8 ★ out of 5Top B2B Company 2025 (opens in a new tab)Clutch · 4.8 / 5Verified client reviews on Clutch, the B2B ratings platform for IT service firms.
  • Trustpilot4.7 ★ out of 5Excellent Service Rating (opens in a new tab)Trustpilot · 4.7 / 5Rating from customer reviews on Trustpilot.
  • Glassdoor4.6 ★ out of 5Best Place to Work 2025 (opens in a new tab)Glassdoor · 4.6 / 5Rating from our employees' reviews on Glassdoor.
  • AmbitionBox4.5 ★ out of 5Top Tech Employer (opens in a new tab)AmbitionBox · 4.5 / 5Rating from our employees' reviews on AmbitionBox, India's company-review platform.
  • Great Place To Work®Certified
    Great Place To Work®Certified by Great Place To Work® from anonymous employee surveys on trust and workplace culture.
  • ISO/IEC 27001Certified (opens in a new tab)ISO/IEC 27001The international standard for information security management: how we protect client data, code and systems.
    • FindBestWebDev: Top 10 Custom Software Development
      FindBestWebDev · Top 10 Custom Software DevelopmentRanked among the top 10 custom software development companies by FindBestWebDev.
    • Techreviewer: Top iOS App Developers 2020
      Techreviewer · Top iOS App Developers 2020Listed among the top iOS app developers of 2020 by Techreviewer.
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    • The Manifest: Most Reviewed IT Services Companies, Dallas
      The Manifest · Most Reviewed IT Services Companies, DallasNamed one of the most-reviewed IT services companies in Dallas by The Manifest.
    • DesignRush: Top Mobile App Development Companies
      DesignRush · Top Mobile App Development CompaniesFeatured among the top mobile app development companies by DesignRush.
    • Clutch: Top IT Services, India 2023
      Clutch · Top IT Services, India 2023Recognised by Clutch as a top IT services company in India, 2023.
    • Upwork: Top Rated Plus
      Upwork · Top Rated PlusTop Rated Plus status on Upwork, awarded for consistent, high-quality client work.
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