Data & AI Modernization

Build the Foundation for AI-Ready Enterprise Data

AI-accelerated migration from legacy platforms to modern, cloud-native data foundations. Reduce TCO, eliminate technical debt, and unlock your data for AI — in months, not years.

90%
faster migration vs. traditional approaches
The Challenge

Legacy platforms block AI adoption and drain budgets.

Technical Debt Compounds

Lift-and-shift replicates structural problems. Post-migration cost overruns and inability to retire legacy systems prevent real transformation.

Talent & Knowledge Risk

Aging SMEs create single points of failure. Legacy skill sets are scarce and expensive. Knowledge silos make evolution nearly impossible.

AI Readiness Gap

Without modern, AI-ready data infrastructure, enterprises lose agility and market share. Competitors with cloud-native foundations move faster.

What We Deliver

Three integrated capabilities for complete modernization.

AI-Native Migration

MigWiser 2.0 automates assessment, code conversion, and risk identification. Intelligent workload analysis with self-learning algorithms across all major platforms — AWS, Azure, GCP, Databricks, Snowflake, mainframe, and midrange.

Data Product Framework

Ensures humans and AI agents operate on unified, trusted data. Governance, lineage, and quality built in from day one — not bolted on after migration.

FinOps & Optimization

Continuous cost management from migration through steady-state operations. Right-sizing, reserved capacity planning, and automated spend governance to hit 30–60% TCO targets.

Proven Results

Quantified outcomes from 75+ programs.

90%+
Faster execution vs. classical automation
30–60%
TCO improvement with embedded FinOps
75+
Large-scale modernization programs delivered
500+
Total migration programs completed
How We Engage

Start where you are. Scale at your pace.

ASSESS

Discovery & Roadmap

Deep-dive evaluation of current state. Identify technical debt, risks, and opportunities. Phased transformation roadmap with cost and timeline estimates.

4–6 weeks
BUILD

Migration & Modernization

Controlled proof-of-concept, then full execution. AI-accelerated migration, governance setup, data product creation, and team enablement.

3–12 months, scale-dependent
OPTIMIZE

Continuous Improvement

Post-migration optimization, FinOps governance, and platform evolution. Seamless handoff to Managed Services for ongoing operations.

Ongoing
Why EPAM

What sets our modernization practice apart.

AI-Native Tooling

MigWiser 2.0 isn't bolt-on — it's foundational. Intelligent workload analysis, automated refactoring, predictive risk identification.

Vendor-Neutral Coverage

AWS, Azure, GCP. Databricks, Snowflake, native cloud. We recommend what fits your architecture, not what pays the highest margin.

75+ Programs Delivered

Not theoretical. Referenceable clients across Financial Services, Healthcare, Manufacturing, Telecom, and Retail with quantified results.

Start Your Modernization Journey

From legacy to AI-ready in months. Let's build your transformation roadmap.

Get in Touch