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Marketing operations: from Efficiency to Intelligence

Marketing operations are moving beyond efficiency into intelligent, always-on execution. In this episode, leaders Shyam Rao and Deepak Sagadevan explain how AI helps anticipate needs, deliver content in real time, and continuously optimize campaigns, freeing teams to focus on storytelling, experience, and innovation.

Key Takeaways:

  • Shift ops from efficiency to intelligence: real-time delivery + continuous optimization.
  • Scale globally with a hub–spoke model: standardized playbooks, local relevance, and strong governance.
  • Run a hybrid workflow: humans lead concepting and quality assurance; AI agents automate intake, tagging, adaptation, and campaign setup.
  • Bake governance into the flow: automated checks, AI validations, live dashboards, and role-based approvals.

What Excites You the Most About How Marketing Is Evolving with AI?

0:17

Shyam Rao

What excites me most is how AI is moving marketing operations from the earlier paradigm of efficiency to the exciting era of intelligence or intelligent marketing operations.

0:28

Shyam Rao

We can now anticipate customer needs, deliver content in real time and continuously optimize campaigns.

0:34

Deepak Sagadevan

It has enabled the brand teams to focus on what truly matters: creative storytelling, crafting personalized experience and being innovative in advertising, leaving it to the automation engines and AI agents to take care of the production workflow, craft content based on brief, adapt at scale and provide a self-service experience for the brand.

Which AI Experience Felt Like the Future of Marketing?

1:02

Shyam Rao

A stand-out moment for me was when we supported a global sports brand to launch multi- channel campaigns in a self-service mode.

1:10

Shyam Rao

Something that used to take weeks was done in hours.

How Do You Keep Teams Consistent and Agile while Scaling Globally?

1:20

Deepak Sagadevan

The offshore hub executes at scales, provides standardized playbooks, standardizes the process, and also automates at scale, while the near shore spokes take care of language expertise, cultural alignment, and local relevance for creative campaign and content ops, while the hub team provides the governance, closer client collaboration, decision-making, and also agility.

Which Marketing Operations Are Enabled by Infosys Aster?

1:51

Deepak Sagadevan

The capabilities that we provide are managing your content across your own media and paid media, providing omni-channel campaign support across your social and other channels, and also providing creative and commerce executions.

2:06

Deepak Sagadevan

We bring these capabilities together through our global delivery hubs powered by AI and analytics.

Which Marketing Steps Are AI-first vs Human-led?

2:18

Upstream activities like creative concepting, brand storytelling, and quality assurance remain human-led.

2:25

Shyam Rao

The execution aspects of digital marketing like brief intake, asset tagging, content adaptation and campaign set up are now completely automated, handled by agents that dramatically reduce cycle time.

2:40

Shyam Rao

This hybrid workflow means faster time to market, better accuracy, and zero trade off on quality.

How Do You Uphold Governance and Data Ethics in Fast-paced Marketing?

2:53

Shyam Rao

We do this by embedding automated compliance checks, AI-driven content validations and real time dashboards which plug in directly into the campaign process.

3:04

Shyam Rao

Sensitive decisions go through role-based approvals, ensuring accountability without slowing teams down.

Example of Data-driven Marketing Delivering Measurable Results

3:17

Deepak Sagadevan

One recent example that stands out in our work of outcome-based model is with a leading health tech brand where the operations were fragmented, and process handled by multiple agencies.

3:29

Deepak Sagadevan

We centralized operations using a hub- spoke- hedge operating model.

3:33

Deepak Sagadevan

We identified bottlenecks and restructured the approval process, cutting average campaign lead time by 20%.

3:39

Deepak Sagadevan

All of this enabled real-time reporting of the performance dashboard and also 40% savings for the client.

Which Marketing Trend or Tech Will Shape Next Year?

3:52

Shyam Rao

We're moving from managed services to co-created, tech-enabled, in-house global studios with always on operations where Infosys acts as an intelligent backbone enabling scale, speed and creative freedom.

Which Three Steps Should Marketing Leaders Adopt to Elevate Operations?

4:13

Shyam Rao

Firstly, I would measure and prioritize your AI investments, from pilots to production and be quite merciless in dropping pilots which do not yield results.

4:23

Shyam Rao

Secondly, please take back control, set up in-house global studios and leverage the global delivery model.

4:32

Shyam Rao

And lastly, I would suggest that you look at what outcomes you're looking for out of your entire marketing operations and build an outcome-based model for your global studios.

4:46

Deepak Sagadevan

Start with an audit, understand where inefficiencies or gaps exist in the overall campaign and content value chain.

4:54

Deepak Sagadevan

Then pilot one AI-enabled workflow, maybe in campaign ops.

4:59

Deepak Sagadevan

Or decouple creative production from agencies to prove value quickly and also get quick wins.

5:06

Deepak Sagadevan

Finally, scale what works with clear governance and performance metrics.

In the Spotlight

The New Marketing Operating Model

What changes when AI becomes marketing’s backbone?

Brand Strategy as a Living System

What if brand strategy could learn and adapt in real time?

Marketing Ops → Marketing Intelligence

How do you scale speed without losing control?

Thought Leadership

AI and the Modern CMO: Strategy, Creativity, and Revenue Impact

The Rise of Marketing AI with Human Guidance: Balancing Creativity and Intelligence

The AI Frontier: Shaping the Future of Customer Experience and Loyalty

AI in Marketing 2025: Leading the Transformation in Consumer Engagement

The AI Skills Marketers Cannot Do Without

Unlocking Creativity with AI: Transforming Brand Storytelling

Taking Data to Market with AI

Unveiling Next-gen Marketing: AI's Evolution in Marketing Suite

The Power of Closed-Loop Optimization

96% of marketers are using AI, only 52% report tangible biz value

AI's Impact on Marketing: A Gamechanger by 2030

AI, MarTech, and Data: A Powerful Trio to Revolutionize Your Marketing Strategy

AI: Transforming from Tool to Strategic Asset

Banks, It’s Time to Meet Evolving Customer Expectations with a Modern MarTech Stack

Infosys CMO Radar 2024

How to future-proof marketing

Falling in Love with Your First-Party Data

AI and the Future of Performance Marketing: Driving Efficiency and Innovation

Brand Breakthroughs: For timeless brands, consistency overrides creativity

Infosys Aster – The AI-amplified Marketing Suite

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