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Grid Dynamics Holdings, Inc.

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IT ConsultingServicesgriddynamics.comSan Ramon, CA, United StatesUpdated

Grid Dynamics is a global digital engineering and IT consulting firm delivering AI, data, cloud, and digital transformation to Fortune 1000 enterprises.

Overview

Grid Dynamics Holdings, Inc. is a global digital engineering and IT consulting company that delivers AI, data, cloud, and digital transformation solutions to enterprise clients. With over 20 years of technology consulting, Grid Dynamics partners with Fortune 1000 leaders to enable scalable engineering, AI-driven data platforms, cloud modernization, digital engagement, and supply chain optimization. The company blends strategy, research, and engineering execution to turn complex challenges into measurable business outcomes. It serves industries including retail, manufacturing, and financial services, offering capabilities across architecture, AI/ML, data engineering, DevOps, security, and platform engineering. The organization emphasizes disciplined delivery models, co-innovation, and a commitment to ROI-driven results through end-to-end transformations and enterprise-grade platforms. The goal is to help clients accelerate growth, reduce risk, and improve performance by turning technology visions into reality.

Mission statement

To solve the toughest business challenges through AI, data, cloud, and digital engagement engineering.

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What we offer

Agentic Commerce Platform

Enhance your commerce experience with AI-native solutions for personalized and autonomous customer engagement.

Pricing not published

www.griddynamics.com/agentic-commerce-platform

AI SDLC Platform

Service

Accelerate software delivery with AI tools embedded in the SDLC for enhanced reliability and speed.

Pricing not published

www.griddynamics.com/ai-sdlc-platform

Physical AI Platform

Enhance operations in manufacturing and logistics through intelligent automation and real-time visual insights.

Pricing not published

www.griddynamics.com/physical-ai

Microservices Platform

Accelerates microservices deployments with cloud-native architectures and governance.

Pricing not published

www.griddynamics.com/solutions/microservices-platform

Composable Commerce Starter Kit for Modern Digital Enterprises

Accelerate digital modernization with a modular, cloud-native commerce solution for enterprises.

Pricing not published

www.griddynamics.com/solutions/digital-enterprises-composable-commerce-starter-kit

Intralogistics Optimization Starter Kit

Enhance warehouse efficiency and cut labor costs with AI-driven layout optimization.

Pricing not published

www.griddynamics.com/solutions/intralogistics-optimization-starter-kit

Predictive Maintenance

Enhance operational efficiency by preventing equipment failures and optimizing maintenance efforts.

Pricing not published

www.griddynamics.com/solutions/predictive-maintenance

Visual Quality Control

Enhances manufacturing quality control by using AI to detect and manage defects effectively.

Pricing not published

www.griddynamics.com/solutions/visual-quality-control

Contentstack Headless CMS Starter Kit

Accelerate your headless CMS launch with streamlined authoring and content modeling.

Pricing not published

www.griddynamics.com/solutions/contentstack-headless-cms-starter-kit

Shopify Solution

Service

Enhance your Shopify commerce experience with integrated solutions for personalization, merchandising, and omnichannel operations.

Pricing not published

www.griddynamics.com/solutions/shopify

Ready to Migrate from PCF

Service

Facilitates seamless migration of PCF workloads to Kubernetes to enhance scalability and performance.

Pricing not published

www.griddynamics.com/solutions/ready-to-migrate-from-pcf

Analytics Platform Starter Kit for AWS

Quickly deploy scalable analytics platforms on AWS with ease and best practices.

Pricing not published

www.griddynamics.com/solutions/analytics-platform-starter-kit-for-aws

LLMOps Platform Starter Kit (AWS)

Manage and deploy LLMs effectively with governance and lifecycle management.

Pricing not published

www.griddynamics.com/solutions/llmops-platform-starter-kit-aws

GenAI Data Migration Starter Kit

Efficiently migrate and manage generative AI data for seamless integration.

Pricing not published

www.griddynamics.com/solutions/genai-data-migration-starter-kit

Data Observability Starter Kit

Enhance data health with real-time monitoring and alerts to ensure quality and reliability.

Pricing not published

www.griddynamics.com/solutions/data-observability-starter-kit

DevOps on Azure/Microsoft Partnership Tooling

Service

Accelerate cloud and DevOps transformations using Microsoft Azure solutions.

Pricing not published

www.griddynamics.com/partnerships/microsoft

Startup Accelerator

Service

Accelerate your startup's growth with expert mentorship, prototyping, and technology support.

Pricing not published

www.griddynamics.com/services/startup-accelerator

Market segments

Market size by segment

Growth potential (CAGR)

Composable commerce and conversational commerce

6 Billion USD22% CAGR

Capabilities for modular, API-first commerce and agent-driven conversational shopping, including agent-ready catalogs, composable CX stacks, headless content, personalization, and omnichannel storefront integration.

Products: Agentic Commerce Platform, Composable Commerce Starter Kit for Modern Digital Enterprises, Shopify Solution, Contentstack Headless CMS Starter Kit

Model lifecycle management and governance

2.5 Billion USD28% CAGR

Build, train, serve, monitor and govern AI/ML models with centralized control, data and feature management, MLOps security, and model discovery.

Products: AI SDLC Platform, LLMOps Platform Starter Kit (AWS), GenAI Data Migration Starter Kit

Cloud data management and analytics

78.3 Billion USD15% CAGR

Cloud-native data architecture, data engineering, and platform modernization to enable advanced analytics, data-driven decision making, and scalable data operations.

Products: Analytics Platform Starter Kit for AWS, Data Observability Starter Kit, LLMOps Platform Starter Kit (AWS)

Cloud modernization and engineering

41.67 Billion USD21% CAGR

Cloud migration, infrastructure, platform and product engineering services that modernize legacy systems, enable scalable deployments, and support cloud‑native AI and analytics workloads.

Products: Ready to Migrate from PCF, Microservices Platform, DevOps on Azure/Microsoft Partnership Tooling

Industrial AI and automation

50 Billion USD18% CAGR

AI-driven robotics, computer vision, simulation, and predictive maintenance capabilities to automate manufacturing, warehouse operations, quality control, and intralogistics.

Products: Physical AI Platform, Predictive Maintenance, Visual Quality Control, Intralogistics Optimization Starter Kit

More information about our offering

Agentic Commerce Platform

GAIN platform enabling agentic commerce. It provides an agent-ready catalog and content layer for third-party agents to surface your brand, plus a composable agentic customer experience stack for personalized discovery, conversational shopping, payments, and post‑purchase engagement. It is designed as a production‑grade foundation, with connectors and protocols to integrate with other enterprise systems, enabling scale in agent‑driven shopping experiences across owned channels.

Pricing not published

  • Facilitates Consistent Product Discovery
    This feature allows brands to ensure their products are visible to AI agents, enhancing the chances of being recommended and discovered in competitive environments.
  • Delivers Tailored Customer Experiences
    This stack allows for customization across the customer journey, improving engagement and satisfaction through personal interactions.
  • Supports Enterprise-Scale Commerce
    This foundational layer ensures that enterprises can scale their operations effectively while maintaining performance and reliability in agent-driven transactions.
  • Enables Seamless Agent Integration
    These connectors facilitate communication between different platforms and AI agents, ensuring smooth data flow and interaction within commerce ecosystems.

AI SDLC Platform

AI SDLC platform designed to de-risk AI at enterprise scale. It integrates Grid Dynamics’ AI delivery triad—Allium for specs, Rosetta to govern execution, and SpecFlow to validate outcomes—embedded inside the delivery pipeline by Forward Deployed Engineers to drive reliable AI production.

Pricing not published

  • Clarifies Project Intent
    By formalizing vague requirements into clear specifications, Allium ensures all stakeholders have a mutual understanding of project goals, reducing miscommunication and ambiguity.
  • Ensures Compliance and Quality
    Implementing a robust governance layer prevents deviations from intended specifications, ensuring compliance and quality in AI deployments.
  • Seamlessly Enhance Delivery Processes
    Integrating expert engineers directly into teams ensures that AI tools are effectively utilized, driving results without disrupting established workflows.
  • Automates Results Verification
    By automating validation processes, SpecFlow ensures that the software generated adheres to expected outcomes, enhancing reliability and minimizing errors.
  • Boosts Developer Productivity
    By leveraging AI capabilities across the development lifecycle, teams can achieve higher efficiency and faster delivery timelines.

Physical AI Platform

Platform for intelligent robotics and computer vision in manufacturing, logistics, and industrial operations. Combines robot control, visual analytics, simulation, and telemetry into a coherent stack for accelerated automation and reliable operations.

Pricing not published

  • Enable Large-Scale Operations
    Designed to seamlessly support extensive manufacturing environments, ensuring smooth integration and operational efficiency.
  • Automate Complex Tasks
    Utilizes advanced robotics and machine vision to enhance productivity and precision in automation processes.
  • Optimize Performance Metrics
    Includes tools for monitoring real-time operations and simulating scenarios to ensure efficacy and adaptability.
  • Improve Safety Compliance
    Enhances operational safety by detecting violations and ensuring adherence to safety protocols through real-time monitoring.
  • Enhance Operational Planning
    Facilitates optimized operations by testing configurations and changes in a virtual environment before actual implementation.

Microservices Platform

Platform to implement scalable microservices foundations. Delivers modular, cloud-native architectures with governance, tooling, and practices to accelerate building and deploying microservices across complex enterprise landscapes.

Pricing not published

  • Supports Major Cloud Providers
    Enables rapid deployment and scalability on leading cloud platforms, ensuring flexibility and cost-efficiency.
  • Promotes Rapid Development
    Utilizes a library of established patterns and templates that streamline the design and development process, reducing time to market.
  • Ensures Growth and Reliability
    Delivers comprehensive support for scaling applications efficiently, maintaining performance on-demand as business needs evolve.
  • Automates Development Workflows
    Enhances development cycle efficiency by automating testing and deployment processes, allowing for faster iterations.
  • Facilitates Regulatory Compliance
    Empowers organizations to effectively meet compliance requirements, reducing risks associated with data governance.

Composable Commerce Starter Kit for Modern Digital Enterprises

Composable commerce starter kit to accelerate modern, MACH‑based commerce implementations. It enables rapid deployment of modular capabilities, brand‑driven UI, and cloud‑native, API‑first commerce across channels.

Pricing not published

  • Enable Scalability and Flexibility
    Deploy solutions on major cloud platforms, allowing your commerce capabilities to grow seamlessly while maintaining optimal performance.
  • Leverage MACH Principles
    Utilize a robust architecture that enables rapid innovation and supports evolving business requirements effortlessly.
  • Customize Your Brand Identity
    Achieve rapid market presence with tailored UI/UX that resonates with audiences and enhances brand loyalty.
  • Accelerate Feature Rollout
    Quickly deploy new functionalities based on market demands without lengthy overhaul processes.
  • Deploy for Optimal Performance
    Maintain efficiency and performance during peak periods while optimizing costs in day-to-day operations.
  • Empower Data Access
    Facilitate data-driven decision-making and personalized customer interactions by bridging gaps in data accessibility across teams.
  • Ensure Rapid Implementation
    Create distinctive business capabilities by efficiently integrating best-in-class components tailored to your specific needs.
  • Embrace Innovation
    Leverage new customer experiences through the integration of cutting-edge technologies for a competitive edge.

Intralogistics Optimization Starter Kit

Starter kit to automate and optimize warehouse workflows. It combines AI-driven analytics with process automation to streamline inventory management, picking, and fulfillment in intralogistics.

Pricing not published

  • Provide Real-Time Insights
    Enhance decision-making accuracy in inventory and fulfillment by utilizing analytics to track performance metrics in real-time.
  • Optimize Warehouse Operations
    Utilizing AI, improve pick paths and layout design to enhance material flows and reduce travel time within warehouses.
  • Automate Intralogistics Processes
    Streamline order processing by automating picking, packing, and shipping operations, significantly reducing human error and enhancing throughput.
  • Test Changes Without Disruption
    Simulate operational adjustments and identify potential bottlenecks through real-time scenario testing with minimal risk to actual operations.
  • Reduce Labor Costs
    Minimize overtime and optimize labor usage through smart slotting strategies that improve task execution efficiency.

Predictive Maintenance

Forecast equipment failures to reduce downtime and extend asset life. Uses data analytics and machine learning to predict failures before they occur and optimize maintenance scheduling.

Pricing not published

  • Minimize Operational Interruptions
    By leveraging predictive maintenance, businesses can significantly reduce unexpected equipment failures, thus ensuring smoother and continuous operations.
  • Predict Equipment Failures
    Utilizing advanced analytic models, the solution predicts potential failures before they occur, allowing for timely interventions.
  • Optimize Maintenance Resources
    The solution analyzes operational data to recommend optimal maintenance schedules, thus balancing resource utilization with equipment health.
  • Mitigate Major Risks
    By predicting potential issues, the solution aids organizations in reducing risk and enhancing safety protocols.
  • Deliver Remote Support
    Provides manufacturers the capability to troubleshoot and manage equipment remotely, thus enhancing service delivery and customer satisfaction.

Visual Quality Control

AI-driven defect detection using computer vision to improve quality control. Integrates with existing production lines to identify and triage defects in real time.

Pricing not published

  • Identify Defects Instantly
    Utilizes advanced AI algorithms to pinpoint defects in real time, ensuring high product quality and minimizing rework.
  • Streamline Quality Processes
    Automates the entire quality control process, enabling seamless transitions from detection to remediation, thus enhancing productivity.
  • Monitor Quality Continuously
    Enables constant oversight of production quality with alerts for any deviations, facilitating quick corrective measures.
  • Integrate Effortlessly
    Flexibly works with existing production lines and systems, minimizing disruption and ensuring smooth operational continuity.
  • Gain Valuable Insights
    Provides actionable insights from defect data, helping organizations improve their manufacturing processes over time.

Contentstack Headless CMS Starter Kit

Headless content platforms starter kit to accelerate the launch of modern content platforms with Contentstack. Enables rapid setup, content modeling, and authoring workflows for headless CMS implementations.

Pricing not published

  • Launch Headless CMS Rapidly
    Accelerate the deployment of headless CMS with tried-and-true templates coordinating server and client-side operations.
  • Enhance Workflow Efficiency
    Streamline content creation processes to boost productivity for teams managing digital content.
  • Enable Consistent Content Structure
    Utilize predefined models for shaping content effectively, ensuring consistency across your content assets.
  • Support Future Growth
    Adapt and expand content platforms without limitations, accommodating evolving digital demands.
  • Facilitate Easy Integrations
    Connect with existing tools and services effortlessly, ensuring a smooth content ecosystem.

Shopify Solution

Shopify based commerce enhancement solution. Extends Shopify capabilities with Grid Dynamics’ services and best practices for merchandising, personalization, and omnichannel experiences.

Pricing not published

  • Create Seamless Customer Journeys
    Integrates online and offline experiences, allowing customers to interact with your brand across multiple channels for a cohesive experience.
  • Enhance Product Visibility
    The solution improves product visibility through intelligent merchandising techniques, enabling better customer engagement and increased sales.
  • Personalize Customer Interactions
    Delivers personalized product recommendations and targeted marketing campaigns based on customer behavior and preferences.
  • Streamline Storefront Operations
    Optimizes Shopify storefronts and enhances workflow efficiencies to drive higher conversion rates and customer satisfaction.
  • Leverage Data Insights
    Facilitates data-driven approaches, allowing businesses to optimize their strategies and improve the overall customer experience.

Ready to Migrate from PCF

Replatform PCF workloads to Kubernetes with a structured migration approach. Includes assessment, planning, and execution to minimize risk and downtime.

Pricing not published

  • Ensure Kubernetes Compatibility
    Prepare legacy workloads to leverage Kubernetes capabilities, ensuring smoother operations and interactions with cloud-native services.
  • Implement Risk-Managed Transition
    Craft a strategic migration plan that minimizes interruptions and system downtime while maintaining operational integrity.
  • Achieve Complete Workload Replatforming
    Facilitate the complete replatforming of applications from PCF to Kubernetes, optimizing performance and resource management.
  • Enhance Migration Efficiency
    Leverage tools designed to streamline workload migration, reducing time and potential for errors during the transition.
  • Ensure Long-Term Success
    Provide ongoing support and optimization strategies to adapt to evolving business needs and enhance performance.

Analytics Platform Starter Kit for AWS

Starter kit to deploy analytics platforms on AWS. Includes steps, templates, and best practices for quickly standing up a scalable analytics data stack on AWS.

Pricing not published

  • Deploy Analytics Platforms Efficiently
    Utilize step-by-step templates and architecture patterns designed specifically for AWS to set up your analytics infrastructure swiftly and effectively.
  • Launch Advanced Data Operations
    Access a curated stack of essential tools for data processing, storage, and analytics that can be deployed out of the box, streamlining your data operations.
  • Implement Proven Cloud Strategies
    Follow industry best practices for security and efficiency, ensuring your AWS environment is optimized for performance, cost management, and reliability.
  • Enhance Team Collaboration
    Integrate effective DataOps practices to promote collaboration and efficiency among data engineering, data science, and analytics teams for faster insights.
  • Operationalize Machine Learning Models
    Leverage integrated MLOps solutions that ease the deployment and management of machine learning models in conjunction with your analytics stack.

LLMOps Platform Starter Kit (AWS)

Starter kit to manage and deploy large language models (LLMs) with governance, lifecycle management, and operational controls in AWS environments.

Pricing not published

  • Quickly Implement LLM Management
    Deploy a streamlined, comprehensive setup guide that assists users in effectively managing LLMs.
  • Manage Model Lifecycle Effectively
    Ensure your models are always up to date, monitored for performance, and governed correctly throughout their lifecycle.
  • Optimize LLM Performance
    Utilize various controls to ensure operational efficiency and oversight of your large language models in production environments.
  • Enforce Model Policies
    Implement necessary governance policies ensuring models are compliant with organizational standards and practices.

GenAI Data Migration Starter Kit

Starter kit to migrate and manage generative AI data. Provides tooling and workflows to move data securely and efficiently for GenAI deployments.

Pricing not published

  • Migrate GenAI Data Reliably
    Utilize advanced tools and robust processes to ensure the secure and reliable migration of generative AI data.
  • Protect Data During Transfer
    Implement secure protocols for transferring data, safeguarding sensitive information from unauthorized access.
  • Manage Data Lifecycle Effectively
    Implement comprehensive policies for managing data throughout its lifecycle, optimizing storage and ensuring compliance.
  • Ensure Data Integrity
    Employ structured workflows that facilitate data movement and include validation steps to maintain data integrity during migration.
  • Integrate with Current Systems
    Ensure compatibility and ease of integration with existing data management platforms to enhance operational efficiency.

Data Observability Starter Kit

Starter kit to monitor and improve data pipeline health. Includes dashboards, telemetry, and alerting to ensure data quality and reliability across data platforms.

Pricing not published

  • Visualize Data Performance
    Utilize comprehensive dashboards that provide insights into data flow and integrity, allowing for proactive management of your data pipelines.
  • Receive Immediate Notifications
    Stay informed about data issues or outages instantly with customizable alert settings, ensuring prompt response.
  • Ensure Data Accuracy
    Automatically validate data consistency and quality throughout the pipeline, reducing manual oversight and related errors.
  • Adapt to Growing Needs
    Easily scale the observability solution to accommodate increasing data volumes and complexity, maintaining performance over time.
  • Centralize Data Insights
    Easily collect and analyze telemetry data from multiple sources in one central platform to improve decision-making.

DevOps on Azure/Microsoft Partnership Tooling

Service offering in collaboration with Microsoft to enable Azure cloud enablement, data analytics, and DevOps optimization for enterprise customers.

Pricing not published

  • Automate DevOps Processes
    Implement best practices in DevOps to optimize workflows, reduce deployment times, and ensure continuous integration and delivery on Azure.
  • Migrate to Azure Cloud
    Assist enterprises in transitioning their infrastructure and applications to Microsoft Azure for enhanced scalability and performance.
  • Design Azure Analytics Stack
    Develop and implement robust analytics architectures to improve data visibility and drive decision-making on Microsoft Azure.
  • Leverage AI Tools
    Integrate AI solutions to gain actionable insights and improve operational efficiency within DevOps processes.

Startup Accelerator

Startup accelerator program offering mentorship, Lean Labs prototyping, and access to Grid Dynamics’ engineering and cloud expertise to accelerate early growth.

Pricing not published

  • Accelerate Development
    Gain immediate access to experienced engineers who work directly within your startup to accelerate the development process.
  • Validate Concepts Quickly
    Utilize rapid prototyping to test ideas and bring concepts to market faster, reducing time and cost.
  • Leverage Expert Knowledge
    Tap into an extensive network of industry experts to gain insights and strategic guidance tailored to your startup's needs.
  • Enhance Innovation Capacity
    Work collaboratively to foster innovation that solves specific business challenges, driving better results.

Sources

Methodology and sourcing behind the figures and links shown above.

Composable commerce and conversational commerce

Search results provided no explicit market-size or CAGR data for composable and conversational commerce. Estimate uses internal industry hierarchies and recent market signals: global digital commerce/platform software markets run in the tens of billions USD; composable/headless commerce is an accelerating subset (estimated to capture roughly mid-teens percent of platform spend as retailers adopt API-first, MACH and composable CX stacks); conversational commerce (chatbots, voice shopping, agent-driven shopping) is a smaller but fast-growing adjacent market. Combining a mid-point share for composable commerce with the conversational-AI/chatbot market yields an estimated combined addressable market of about $6B today. Growth potential reflects high adoption of headless/composable architectures and rapid investment in conversational AI across retail and CX, producing an estimated blended CAGR ~22% (weighted between typical headless/composable CAGRs ~18–25% and conversational-AI CAGRs ~20–30%).

Model lifecycle management and governance

No explicit market-size or CAGR figures for AI model lifecycle management/governance appear in the provided results. I used related lifecycle markets as proxies: cloud-based PLM and broader PLM figures (large enterprise lifecycle software) to bound addressable market, and ALM CAGR as a software-lifecycle-growth benchmark. Market Research Future reports cloud PLM at ~USD 49.5B (2024) with a 17% CAGR; PersistenceMarketResearch reports PLM IT at USD 39.4B in 2026. Treating model lifecycle management as a specialist subset (roughly 5% of cloud PLM addressable in early commercialization) yields an estimated market size ≈ USD 2.5B. Growth potential should exceed traditional PLM/ALM software given rapid AI adoption and heightened governance needs; using cloud PLM (17%) and ALM (13.6%) as lower bounds, I estimate a higher CAGR of ~28% for this niche (reflecting faster adoption of MLOps, monitoring and governance). This is an approximate, proxy-based estimate for early-stage, high-growth niche within the broader PLM/ALM software markets.

Cloud data management and analytics

Estimate based on combining reported 2025 values for cloud-focused subsegments: cloud-based data management services (~USD 49.9B) and cloud analytics (~USD 28.4B), yielding ~USD 78.3B for the cloud data management and analytics segment in 2025. Growth potential (CAGR ~15%) is a blended view of reported CAGRs across sources (cloud analytics 9–19%, cloud data management services ~16%, enterprise/data-analytics broader estimates higher), with upside indicated by larger enterprise data/analytics market reports.

Cloud modernization and engineering

Estimate derived by aggregating adjacent market segments in the search results (multi‑cloud, data architecture modernization, cloud automation) as a proxy for the cloud modernization & engineering services TAM, while accounting for overlap and higher growth in AI/platform areas. Growth potential aligns with reported CAGRs: multi‑cloud (~21.4%), cloud automation (~19.6%), IDC/application platforms (~21%), and elevated Cloud+AI spend (~32%), producing a consolidated estimated CAGR ~21%.

Industrial AI and automation

Search results provided no explicit market-size or CAGR figures for “Industrial AI and automation.” Using internal market-knowledge and decomposition: industrial robotics and automation hardware/software (robot arms, AGVs, PLCs) plus AI software modules (computer vision, predictive maintenance, simulation, intralogistics) form a multi-tens-of-billions addressable market. Rough aggregation: industrial robotics/automation hardware & integrators ~$25–35B, AI software & analytics (computer vision, PdM, simulation) ~$10–15B, services & deployment/intralogistics ~$5–10B → midpoint estimate ~$50B. Growth potential driven by accelerated Industry 4.0 adoption, cloud/edge AI deployments, and PdM/quality automation use cases; forecast CAGR in the mid-to-high teens (estimated ~18%). No explicit supporting citations were present in the supplied searchResults, so this is an informed estimate based on typical industry component sizing and adoption trends.

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