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AI-driven data operations

Unlock faster, fearless data decisions

EXL’s AI-first data operations builds pipelines you can trust

The race to become an AI-first enterprise rewards only those whose data can keep pace. Yet when a new source lands filled with unusable data or reports go without updates, ambitions stall. EXL weaves modern data operations, agentic automation, and iron-clad governance into one fabric – so insight flows securely from release to revenue, not firefight to firefight.

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Data leaders can count on

Customers expect question answered immediately, and internal teams require fast, 
accurate information to drive strategy. EXL’s solutions, cloud-native accelerators 
and templated processes and frameworks automate key data operations tasks and 
surface issues fast. We help you keep pipelines healthy and compliant and ship 
new models faster.

What we do

Pipeline automation

Pipeline automation

<p>We automate workflows that build, test, and deploy pipelines automatically, so engineers focus on high-value tasks while customers see fresh, trustworthy data in real time.</p>
Data quality

Data quality

<p>EXL embeds AI-driven validation at every stage, comparing source-to-report metrics and blocking bad records, slashing rework, and giving leaders confidence their figures precisely reflect reality.</p>
Secure ops

Secure ops

<p>Role-based controls and automated policy enforcement keep developers productive in sandboxed environments, provide guardrail production, and generate audit evidence on demand – with zero compromise between speed and security.</p>
Insight acceleration

Insight acceleration

<p>Continuous performance tuning, cost observability, and smart caching shrink processing windows, letting analysts iterate faster and executives trust same-day dashboards to steer investment and customer experiences.</p>

Proven outcomes

See how EXL has helped clients across industries modernize their data strategy, governance, and operating models for breakthrough results.

35% reduction in compute costs
Fortune 50 CPG firm cut cloud spend 35% after EXL re-engineered its pipelines.
95% drop in recurring failures
Automated quality gates drove 95% drop in recurring failures – freeing analysts to innovate.
130% faster insight velocity
Optimized orchestration delivered 130% faster data processing, turning days into minutes.
10% spend-to-sales lift
ML-driven bid optimizer added 10 % incremental revenue to paid search campaigns.

Our clients’ success is our success

“It’s really important to understand the business outcomes you’re trying to achieve through the data journey and making sure the activities you’re doing on the data initiative relate to the business outcomes so you get the true value. I think our partnership with EXL has really helped us address those challenges.”

- Matt Smith, Head of Enterprise Data<br>Ageas UK
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