Data Foundations

Make Your Data AI-Ready

Modernize legacy platforms into cloud-native, governed data estates that power AI, analytics, and autonomous operations. 75+ programs delivered.

90%
faster migration execution
The Challenge

Legacy platforms block AI adoption and bleed budget.

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 subject-matter experts create single points of failure. Legacy skill sets are scarce, expensive, and retiring. Knowledge silos block evolution.

AI Readiness Gap

Without modern, governed data infrastructure, enterprises can't deploy AI at scale. Competitors with cloud-native foundations move faster and decide smarter.

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 AWS, Azure, GCP, Databricks, Snowflake, mainframe, and midrange.

Data Product Framework

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

FinOps & Optimization

Continuous cost management from migration through steady-state. 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

Evaluate current state, identify technical debt and risks, and produce a phased transformation roadmap with cost and timeline estimates.

4–6 weeks
BUILD

Migrate & Modernize

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

3–12 months
OPTIMIZE

Improve & Operate

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

Ongoing
Why EPAM

What sets our data foundations practice apart.

AI-Native Tooling

MigWiser 2.0 is foundational — not bolt-on. Intelligent workload analysis, automated refactoring, and predictive risk identification built into every engagement.

Vendor-Neutral

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

75+ Programs Delivered

Referenceable clients across Financial Services, Healthcare, Manufacturing, Telecom, and Retail with quantified, auditable results.

Start Your Modernization Journey

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

Get in Touch