Managed Data & AI

Operate to Transform

Engineering-led managed services that stabilize operations, optimize spend, and continuously evolve your data estate. Turn maintenance into a strategic advantage.

30–60%
TCO improvement
The Challenge

Operations consume budgets that should fund innovation.

The Maintenance Trap

Most enterprises spend 70–80% of their data budget maintaining existing systems. Legacy operations drain resources that should fund AI adoption and platform evolution.

Reactive Operations

Traditional managed services fix when broken. No proactive optimization, no continuous improvement, no path from operations to transformation.

Mixed Ecosystem Complexity

Real enterprises run hybrid environments — legacy MDM, Informatica, and Hadoop alongside modern cloud. Most providers only cover one side.

What We Deliver

Three integrated capabilities for intelligent operations.

Engineering-Led Resiliency

Reliability Engineering methodology with AIOps for proactive anomaly detection. Business-language monitoring focused on revenue impact — not just infrastructure metrics.

FinOps & Cost Optimization

Structural cost reduction through AI-powered operations. Automated workload optimization, right-sizing, reserved capacity management, and waste elimination.

Continuous Transformation

Operations as a vehicle for improvement — not just maintenance. Technical debt elimination, platform upgrades, and new capability integration embedded into the operations lifecycle.

Proven Results

Quantified outcomes across managed services engagements.

30–60%
TCO improvement across engagements
50%+
Infrastructure cost optimization
80%+
Autonomous ticket resolution via AI
100%
Technical debt elimination path
How We Engage

Start where you are. Scale at your pace.

ASSESS

Operations Assessment

Evaluate operations maturity, identify optimization opportunities, map technical debt, and build a business case for transformation.

4–6 weeks
BUILD

Transition & Optimize

Structured takeover with immediate optimization. FinOps, AIOps, and process automation. Measurable savings from month one.

3–6 months
OPTIMIZE

Operate & Transform

Ongoing managed services with continuous improvement. Budget freed from operations funds new builds and AI initiatives.

12–36 months
Why EPAM

What sets our managed services practice apart.

Builders Who Operate

We build your platforms and we run them. Same engineering teams, same accountability. No handoff gap between delivery and operations.

Full Ecosystem Coverage

Legacy and modern. MDM, Informatica, Hadoop alongside Databricks, Snowflake, and cloud-native. We manage your real environment — not just the modern slice.

Operate to Transform

Operations isn't a cost center — it's a transformation engine. Every optimization frees budget for innovation. Every insight informs the next build.

Optimize Your Data Operations

From cost center to strategic asset. Let's assess your operations and build a transformation roadmap.

Get in Touch