Data migration solution

Accelerate and optimize your data modernization journey

Enterprises often face daunting challenges with large-scale data modernization initiatives, spanning years, and consuming significant resources. Complexities arise from numerous data processing jobs and applications, convoluted business logic, performance bottlenecks, and intricate coordination across multiple entities.

Traditional data migration solutions alleviate some burdens but demand substantial engineering effort and manual operations, especially for projects requiring extensive redesign of processing pipelines, logic, and schemas.

Enter the GenAI Data Migration Starter Kit, a game-changer in automating business logic, target schemas, and pipeline orchestration.

The GenAI Data Migration Starter Kit streamlines the process of code migration, upgrades, or replatforming projects by minimizing time and complexity. Leveraging cutting-edge Large Language Models (LLMs), it meticulously parses code, detects dependencies, and converts code into instructions or alternative snippets.
Additionally, it generates tests for migrated components, guaranteeing a seamless transition and dependable performance in the new environment.

GenAI Data Migration Starter Kit

Demo

The GenAI Data Migration Starter Kit aims to minimize the time and complexity involved in code migration, upgrades, or replatforming projects. It utilizes modern LLMs for detailed code parsing, identifying dependencies, and transforming code into instructions or alternative snippets. It is also capable of generating tests for migrated entities, ensuring a smooth transition and reliable performance in the new environment.

GenAI Data Migration Starter Kit features

Explore the data migration acceleration, optimization, and customization use cases

Streamline data schema including four elements or relations of stages and business logic migration

DATA SCHEMAS

Streamline data schema and business logic migration

Automate the redesign of data schemas (e.g., from normalized to denormalized) and streamline the migration of SQL scripts, stored procedures, and UDF functions from legacy systems to the cloud, and across different cloud providers.

DATA PIPELINES

Simplify entire pipeline migration

Efficiently migrate legacy data pipelines from Control-M, DataStage, Informatica, or AutoSys to modern technologies such as Apache Airflow, Daster, or cloud-native services. Simplify dependency management, create business flow diagrams, and generate unit or integration tests to ensure the integrity of both original and migrated code.

Pipeline migration scheme showing how to migrate legacy data pipelines

Scheme showing 4 pipeline elements migrating from existing codebase to target solutions

OPTIMIZATION

Don’t just migrate–optimize

Overcome challenges of suboptimal solutions resulting from like-to-like migration by leveraging the GenAI Data Migration Starter Kit. Bridge the gap between existing codebase and target solutions by optimizing boilerplate code, generating tests, and enabling developers to focus on critical business logic.

CUSTOMIZATION

Customize your tech stack

The starter kit supports commonly used technology stacks including Teradata, Talend, AWS, Google Cloud, and Microsoft Azure out of the box. Additional technology stacks can be supported by providing proper documentation and examples to the LLM-powered workflow.

Scheme showing logotypes of the suggested technologies

GenAI Data Migration Starter Kit benefits

Speed-to-market

Drastically simplify routine operations such as checks, boilerplate code creation, and test generation.

Governance & strategy

Ensure proper management and supervision throughout the migration process with Grid Dynamics providing strategy and governance processes in addition to GenAI-powered tools.

Reduced operational costs

Leverage the starter kit to reduce the workforce required for migration, allowing developers to focus on mission-critical activities while GenAI handles operationalization.

How the GenAI Data Migration Starter Kit works

The GenAI Data Migration starter kit conducts multistage analysis and transformation of input data schemas, SQL queries, and orchestration logic using LLMs to create reliable and idiomatic target solutions.

Scheme showing multistage analysis and transformation of input data schemas, SQL queries, and orchestration logic using LLMs to create reliable and idiomatic target solutions

Our strategic partners

Explore the best-in-class solution partners we work with

Industries

Digital commerce

Ideal for the digital commerce sector, our starter kit expedites data transformation, enabling swift adaptation to market demands, enhanced customer experiences, and streamlined multichannel sales strategies.

Manufacturing

Perfect for manufacturing, our starter kit speeds up data transformation, supporting faster product lifecycle management, improved operational efficiency, and enhanced supply chain integration.

Pharma

Tailored for the pharmaceutical industry, our starter kit accelerates data transformation, facilitating agile responses to regulatory changes, optimized research and development processes, and improved supply chain efficiency.

Wealth management

Designed for the wealth management industry, our starter kit expedites data transformation, enabling quicker portfolio analysis, enhanced client insights, and streamlined compliance processes.

Explore more solutions

Demo

Data Observability Starter Kit

The Data Observability Starter Kit simplifies data quality onboarding for modern businesses by offering checks for tabular, structured, and unstructured data. It includes built-in quality assessments for null/missing values, statistical distributions, data freshness, volume, and anomaly detection through unsupervised learning models. Easily integratable into data platforms and modern data warehouses, this starter kit ensures a swift time-to-market for monitoring data quality across all data types.

Solution

Analytics Platform

Increase speed to insights. Manage enterprise data assets, migrate from on-premise EDW to cloud, improve data accessibility and quality, and increase the return on investment with our solution and starter kit.

Solution

Machine Learning Platform

Get to insights faster and achieve greater business impact. Efficiently scale machine learning efforts in the enterprise while adopting MLOps and increasing the quality of insights. Deploy in the cloud, in the datacenter, or at the edge.

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