Skip to content

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
Book a meeting →
Launch MVPBook a Meeting →
  1. Home
  2. Kubernetes Consulting

Kubernetes and Container Services

Run apps in containers that scale with demand, recover on their own and deploy safely.

Book a Meeting →See our work ↓

Stack we work in

  • Kubernetes
  • Docker
  • Grafana
  • Terraform
  • GitHub Actions
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

Kubernetes lets your applications scale up when traffic grows, restart themselves when something fails and ship updates without downtime.

Read the full overview

We help you get those benefits without the operational burden. We package applications as containers, design and build clusters on Amazon EKS, Azure AKS or Google GKE, set up GitOps deployment with Helm and Argo CD, and tune autoscaling, security and costs. We also review and fix existing clusters that have become hard to run.

  • Deployments that break production

    New versions go out all at once, and a bad release means a scramble to roll back by hand.

  • A cluster nobody wants to upgrade

    The cluster runs an old version, add-ons are out of date, and the person who built it has moved on.

  • Slow or failed scaling

    Traffic spikes cause timeouts because pods or nodes do not scale fast enough, or scale and never come back down.

  • Oversized and costly clusters

    Nodes sit mostly idle because resource requests were guessed, and nobody knows which team uses what.

  • Security gaps

    Containers run as root, secrets sit in config files and everyone has admin access to production.

Outcomes

What you get

  • Applications that scale up for peaks and back down when quiet
  • Deployments that roll out gradually and roll back automatically
  • Every cluster and setting defined in code and reviewed in Git
  • Fewer late-night incidents caused by failed pods or full nodes
  • Cluster costs that match real usage
  • A platform your own team understands and can run

What we deliver

Where teams use this service

  • Moving from VMs to containers

    Containerize existing applications and run them on a managed cluster with automated deployments.

  • Running microservices for a SaaS product

    Give each service its own release cycle, scaling rules and monitoring on a shared platform.

  • Background jobs and queues

    Scale workers up and down from queue length with KEDA instead of running them all day.

  • AI and data workloads

    Run model APIs, batch jobs and GPU workloads on Kubernetes next to your application services.

    Learn more →
  • Cluster rescue and upgrade

    Bring an outdated cluster to a supported version, fix risky settings and put it under code.

  • Multi-environment platforms

    Consistent development, staging and production clusters created from the same code.

What you receive

  • Readiness or health report

    A written review of your applications or current clusters, with risks, costs and a prioritized plan.

  • Cluster code

    Terraform or OpenTofu for clusters, networking and add-ons, in your repository.

  • Container images and Helm charts

    Secure Dockerfiles and Helm charts or Kustomize overlays for each service.

  • GitOps pipelines

    CI pipelines that build and scan images, and Argo CD or Flux that deploys them from Git.

  • Policies, monitoring and alerts

    Admission policies, dashboards and alerts for cluster and application health.

  • Runbooks and training

    Guides for upgrades, scaling, incidents and onboarding new services, plus sessions with your team.

Kubernetes assessment and architecture

Decide whether Kubernetes fits, and how to shape it.

  • Readiness review of applications, team skills and hosting
  • Choice between EKS, AKS, GKE or a simpler option such as ECS or Cloud Run
  • Cluster, namespace and multi-tenant design
  • Network, ingress and Gateway API design
  • Health check of existing clusters with a prioritized fix list

Built with

  • Kubernetes
  • Gateway API

Containerization

Package applications so they run the same everywhere.

  • Dockerfiles with small, non-root, multi-stage images
  • Configuration and secrets moved out of images
  • Health, readiness and graceful shutdown handling
  • Private registries on Amazon ECR, Azure Container Registry or Artifact Registry
  • Local development setups that match production

Built with

  • Amazon ECR

Cluster build and GitOps delivery

Clusters defined in code, deployments driven from Git.

  • EKS, AKS and GKE clusters built with Terraform or OpenTofu
  • Helm charts and Kustomize overlays per environment
  • GitOps deployment with Argo CD or Flux
  • Canary and blue-green releases with Argo Rollouts
  • Certificates with cert-manager and secrets with External Secrets Operator

Built with

  • Helm
  • Kustomize
  • Argo CD
  • Flux
  • Argo Rollouts
  • cert-manager
  • External Secrets Operator
  • Terraform

Scaling and reliability

Handle traffic peaks without paying for idle capacity.

  • Horizontal pod autoscaling on CPU, memory or custom metrics
  • Event-driven scaling of workers and queues with KEDA
  • Node autoscaling with Karpenter or Cluster Autoscaler
  • Pod disruption budgets, resource requests and limits
  • Backups and restores of cluster state with Velero

Built with

  • Karpenter
  • KEDA
  • Cluster Autoscaler
  • Velero

Security and operations

Keep clusters patched, observable and locked down.

  • Role-based access control mapped to your identity provider
  • Network policies with Cilium or Calico
  • Admission policies with Kyverno or OPA Gatekeeper
  • Image scanning with Trivy and runtime detection with Falco
  • Monitoring with Prometheus, Grafana and OpenTelemetry
  • Version upgrades planned and tested before production

Built with

  • Cilium
  • Calico
  • Kyverno
  • OPA Gatekeeper
  • Trivy
  • Falco
  • Prometheus
  • Grafana

Related services

  • Cloud & DevOps
  • DevSecOps
  • 24/7 Monitoring & SRE
  • Cloud Cost Optimization
  • Application Modernization

Why teams choose Equitysoft for Kubernetes

  1. Honest readiness check

    Our assessment tells you whether Kubernetes fits, and we say so when a simpler platform would do.

  2. GitOps from day one

    Clusters and deployments are defined as code and delivered with GitOps, so every change is reviewed and repeatable.

  3. Security and cost built in

    Policies, access controls and autoscaling are part of the design, so clusters stay secure without overspending.

  4. Certified engineers and support

    20+ certified cloud engineers build the platform, and managed support covers upgrades and incidents.

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

How we work

  1. 01 Assessment
  2. 02 Architecture
  3. 03 Containerize and pilot
  4. 04 Build the platform
  5. 05 Migrate workloads
  6. 06 Handover or managed operations
  1. 01

    Assessment

    We review your applications, current hosting, release process and team, and check whether Kubernetes is the right fit.

    You receive Readiness report and recommendation

  2. 02

    Architecture

    We design the clusters, networking, security model, deployment flow and monitoring, and estimate running costs.

    You receive Platform architecture and cost estimate

  3. 03

    Containerize and pilot

    One or two services are containerized and deployed to a non-production cluster to prove the setup.

    You receive Working pilot on a test cluster

  4. 04

    Build the platform

    Production clusters, GitOps pipelines, policies, autoscaling and observability are built in code with your team.

    You receive Production-ready clusters in your account

  5. 05

    Migrate workloads

    Services move over in stages, each with a tested rollback, while the old hosting keeps running.

    You receive Workloads live on Kubernetes

  6. 06

    Handover or managed operations

    We train your team and hand over runbooks, or keep running upgrades and support under a plan.

    You receive Runbooks, training and support plan

Tech stack

Technologies we use

  • Kubernetes
  • Docker
  • Amazon EKS
  • Azure AKS
  • Google GKE
  • Amazon ECS
  • Google Cloud Run
  • Helm
  • Kustomize
  • Argo CD
  • Flux
  • Argo Rollouts
  • Karpenter
  • KEDA
  • Cluster Autoscaler
  • Gateway API
  • Envoy Gateway
  • Traefik
  • Istio
  • Linkerd
  • Cilium
  • Calico
  • cert-manager
  • External Secrets Operator
  • HashiCorp Vault
  • Kyverno
  • OPA Gatekeeper
  • Trivy
  • Falco
  • Prometheus
  • Grafana
  • OpenTelemetry
  • Velero
  • Terraform
  • OpenTofu
  • Amazon ECR
  • GitHub Actions
  • GitLab CI
  • Kubecost
  • Red Hat OpenShift

Engagement

Ways to work with us

  • Assessment package

    A short, fixed-price review of your applications or existing clusters, with a clear recommendation.

    • Written report
    • Prioritized fix list
  • Platform project

    Cluster build, GitOps and migration of workloads against an agreed scope.

    • Written estimate up front
    • Demos at each stage
  • Dedicated team or managed support

    Engineers who run upgrades, add services and handle incidents with your team.

    • Scale up or down with notice
    • Agreed response times

Questions, answered

  • It depends on the number of services, clusters and environments, whether you are starting fresh or fixing an existing setup, and whether you want ongoing support. After a short assessment we send a written estimate with scope, timeline and team. Cloud charges are billed to your own account. As a guide, a Kubernetes readiness or health assessment usually costs $3,000 to $10,000, and a production cluster build with GitOps and monitoring $15,000 to $60,000 or more (USD).

  • Not always. If you run a handful of services with steady traffic, a managed container service such as Amazon ECS, Azure Container Apps or Google Cloud Run is often simpler and cheaper to run. Kubernetes pays off when you have many services, several teams, variable load or portability needs. We tell you which fits before you commit.

  • All three are mature. The best choice usually follows the cloud you already use, your identity provider and your team's skills. GKE has strong built-in automation, AKS fits well with Microsoft Entra ID, and EKS suits teams already deep in AWS. We explain the trade-offs for your case.

  • Yes. We often start with a health check covering versions, security, resource settings, costs, deployments and monitoring, then fix the most urgent issues first. Many teams come to us with clusters that work but nobody wants to upgrade.

  • Developers merge a change, the CI pipeline builds and scans the image, and Argo CD or Flux applies the new version from Git. Rollouts can be gradual, with automatic rollback if health checks or error rates fail.

  • We use role-based access tied to your identity provider, private clusters where possible, network policies, admission policies that block unsafe settings, image scanning and runtime detection, and regular version upgrades. Secrets come from a secrets manager, not from Git.

  • It can if clusters are oversized. We set resource requests from real usage, scale nodes with Karpenter or Cluster Autoscaler, use spot capacity where safe, and track spend per team or service with Kubecost or OpenCost.

  • Managed Kubernetes versions are supported for a limited time, so upgrades need a routine. We check deprecated APIs and add-on compatibility, upgrade a non-production cluster first, then production in a planned window. We can run this for you on a schedule.

  • Yes. We can build the platform and hand over, pair with your engineers while they learn it, or cover only the parts your team does not. We document every decision so the platform does not depend on us.

  • You do. Clusters run in your cloud accounts, Terraform, Helm and GitOps code live in your repositories, and you own the code and IP we build for you.

  • We start with a readiness or health assessment, usually 1 to 2 weeks, then send a written estimate. A production platform for a few services typically takes 6 to 12 weeks. We need access to your cloud accounts and code repositories.

  • We offer managed support covering monitoring, incident response, version upgrades and security patches, or we train your team to run it.

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

Planning a move to Kubernetes, or struggling with the cluster you have?

Book a call with our team. We will review your setup and outline the architecture, steps and next actions.

Email
business@equitysoft.in

* Required. We never share your details.

By submitting, you agree to our Privacy Policy.

Data engineering, AI and product teams for companies in 25+ countries, since 2018.

Get our data and AI insights by email

New projects

  • business@equitysoft.in
  • +91 92270 92288
  • WhatsApp +91 92270 92288 (opens in a new tab)

Careers

  • hr@equitysoft.in
  • +91 93132 29273
  • WhatsApp +91 93132 29273 (opens in a new tab)

Offices

  • Ahmedabad, India

    C-304 Ganesh Glory 11, SG Highway, Jagatpur Road, Ahmedabad, GJ India 382470
    +91 92270 92288
  • Usingen, Germany

    Bahnhofstrasse 17, 61250 Usingen, Hesse, Germany
    +49 176 30106749
  • Gouesnach, France

    16 Le Cosquer, Gouesnach, France
    +33 6 67 33 05 54
  • Bahrain

    Office 214, Building 3224, Road 4282, Block 742, Bahrain.
    +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.
    • BusinessFirms: Verified
      BusinessFirms · VerifiedVerified company profile on BusinessFirms.
    • 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.
    • Fiverr
      FiverrVerified seller profile on Fiverr.

© 2026 Equitysoft Technologies. All rights reserved.

  • Privacy & Terms