Data Migration and Modernization Services

Go beyond lift and shift to unlock deeper data value—modernize technically, functionally

Tredence can help you not only migrate your data to a modern cloud-native ecosystem, but also offers industry-aligned advisory services that enable last-mile adoption of your enterprise AI and ML, GenAI adoption and self-service analytics.

Assessment and target state design

We evaluate the maturity of your data platform and identify critical gaps across architecture, governance, and scalability. Leveraging decision trees and comprehensive scorecards, we design a Target State Architecture that is fully aligned with your business priorities.

Establishing data quality & governance

We enable enterprise-wide trusted data quality across layers and domains by setting up robust data governance. This covers cataloging, lineage, security, ownership and other core pillars to manage and govern data assets effectively.

Data model design and pipeline build

We design and implement comprehensive, industry-tailored data models—including Retail 360, CPG, and Healthcare & Life Sciences—along with domain-specific models for supply chain and customer data. These models are powered by optimized data pipelines that seamlessly integrate and enrich them with the required data and KPIs to deliver actionable insights.

Establishing XOps

We establish DataOps, PlatformOps, AIOps, and FinOps practices to drive continuous improvement across data pipelines, platform operations, and cost efficiency. By streamlining development, security, and operations—and enabling end-to-end observability across data, ML, AI, and platforms—we ensure enhanced performance, reliability, and scalability.

Build BI, analytics and ML model

We develop next-generation, scalable BI and analytics dashboards that deliver deep insights into key metrics and performance indicators, reinforced with robust security and governance. In parallel, we design, build and optimize ML models across diverse use cases, enabling both predictive and prescriptive analytics to drive smarter, data-driven decision-making.

Build Gen AI and Agentic use cases

We design and implement Gen AI and agentic solutions tailored to business needs—ranging from intelligent automation and natural language interfaces to decision-support systems. Our capabilities include building domain-specific LLMs, integrating them with enterprise data, and enabling secure, governed deployments. By embedding reasoning, orchestration, and multi-agent collaboration, we drive measurable efficiency, innovation, and business impact.

Accelerate data modernization with AI-powered, scalable, data migration solutions

Tredence fast-tracks data migration with AI and GenAI-driven accelerators and frameworks, ensuring seamless transitions across architectures and platforms.

Our intelligent solutions automate, optimize, and de-risk modernization, enabling enterprises to harness AI-powered insights faster. With a proven GenAI-first approach, we transform legacy systems into future-ready, scalable, and efficient data ecosystems, unlocking unparalleled business value.

Discovery and rationalization accelerators

Tredence has developed a data discoverability solution that captures existing solution artifacts, complexity, and lineage, with the capability to rationalize objects, pipelines, and models for migration to the target architecture. Our Report Rationalization solution extracts report metadata to build disposition frameworks, streamlining and optimizing report portfolios.

Data ingestion accelerator

We have built a metadata-driven ingestion framework with the capability to connect to diverse sources, capture change data, and load into raw and curated layers. The framework embeds data quality checks and encryption by design, enabling secure, scalable, and automated data ingestion across all major cloud-native data platform.

Data governance accelerators

We offer a comprehensive Data Quality suite spanning Data Engineering, Master Data Management, and Anomaly Detection—seamlessly embedded within data pipelines to ensure trust and reliability. Complementing this, our Gen AI–powered cost and pipeline observability solution detects anomalies, delivers actionable insights, and drives proactive optimization.

T-Modeler

We have developed a Gen AI–powered accelerator that enhances Tredence’s industry-standard data models by incorporating customer BRDs and source data, enabling the rapid creation of customized, scalable data models. These models are purpose-built to support advanced analytics and Gen AI use cases, accelerating time-to-value and business impact.

MLWorks

Tredence’s MLWorks accelerator enables comprehensive observability for large-scale ML models, ensuring real-time monitoring, proactive drift detection, and faster debugging. With end-to-end visibility, pipeline traceability, and root cause analysis, it enhances model reliability, performance, and governance, allowing enterprises to scale AI confidently.

GenAI-powered Solutions

Tredence’s Gen AI–powered data engineering frameworks accelerate delivery by over 50% through capabilities in discoverability, code conversion, data observability, and automated data model generation. In addition, our industry-focused Gen AI functional accelerators unlock greater value from the existing data estate, enabling customers to drive faster, more informed business decisions.