Accelerating Deployment of AI Applications: Issues & Opportunities

Sridhar CV

Head, Alliances, Incubation, Research and Innovation, TCS

Ravindran Subbiah

Entrepreneur-in-Residence (EIR), and Head, AI Performance Management Program, TCS

Nitin Hanjankar

Global Head, Presales, Marketing and Alliances, Incubation, Research and Innovation, TCS

How AI performance management teams navigate the AI application development maze

As the world moves toward ubiquitous connectivity, everything -- devices, machines, cameras, and humans – is generating humongous data points like logs, audios, images, videos, and more.

Organizations are now analyzing these data points to extract intelligence and create a new range of services. Building intelligence involves analyzing these data sets for patterns with the help of technologies such as artificial intelligence, machine learning, and deep learning to create factories of the future, autonomous vehicles, smart and safe cities, smart farming and so on. Highlighted below are some of the key issues that AI stakeholders need to consider to accelerate their AI programs:

Data sets
Infrastructure and network
Algorithms and frameworks
AI deployment, model management and governance

Every AI application has its own complexity. It is good to have an AI Performance Management (AIPM) team that has the expertise to deal with the complexities of AI application development, build reference architectures, frameworks, tools, and understand governance procedures.

Sridhar CV

Sridhar CV heads alliances and ecosystem partnerships for the incubation team for QC.

Ravindran Subbiah

Ravindran Subbiah is an Entrepreneur-in-Residence (EIR) with the Operations Framework Incubation Program at TCS.

Nitin Hanjankar

Nitin Hanjankar is the Presales, Marketing and Alliances Head for TCS Incubation with over three decades of industry experience.

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TCS works hand in hand with world-leading investors.

TCS is here to make a difference through technology.

We’re in it for good, driving positive change for the benefit of all.

Extraordinary expertise leads to remarkable results.

Want to be a global change-maker? Join our team.

Find the latest news about TCS in our Newsroom

Recent Press releases

Recent News

Recent recognitions

Upcoming events

TCS works hand in hand with world-leading investors.

Accelerating Deployment of AI Applications: Issues and Opportunities

How AI performance management teams navigate the AI application development maze

Sridhar CV

Ravindran Subbiah

Nitin Hanjankar

TCS is here to make a difference through technology.

We’re in it for good, driving positive change for the benefit of all.

Extraordinary expertise leads to remarkable results.

Want to be a global change-maker? Join our team.

Find the latest news about TCS in our Newsroom

Recent Press releases

Recent News

Recent recognitions

Upcoming events

TCS works hand in hand with world-leading investors.

How AI performance management teams navigate the AI application development maze

Sridhar CV

Ravindran Subbiah

Nitin Hanjankar

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