HomeAuthorsPosts by Mugdha Ambikar

Mugdha Ambikar

https://aitech365.com/
Mugdha Ambikar is a writer and editor with over 8 years of experience crafting stories that make complex ideas in technology, business, and marketing clear, engaging, and impactful. An avid reader with a keen eye for detail, she combines research and editorial precision to create content that resonates with the right audience.
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Business Technology

Open Source AI vs Closed Models: Which Wins on Total Cost of Ownership?

The AI race has finally entered its most uncomfortable phase. Not the hype cycle. Not the experimentation phase either. This is the phase where...
Business Technology

The AI Cost Crisis: Why Inference Costs Will Force Smarter AI Architectures

AI got cheaper. Enterprise AI bills did not. That is the contradiction companies are now struggling with. Over the last year, model providers have pushed...
Business Technology

The AI Playbook for Measuring True AI ROI Beyond Cost Savings

Most companies still look at AI like a cost tool. That’s the first mistake. They ask how much money it saves. They track hours. They...
Automation in AI

How Enterprises Are Using AI Agents to Run End-to-End Business Processes

The conversation has moved on. This is no longer about chatbots answering questions or copilots suggesting the next line. What we are seeing now...
Featured Articles

How JPMorgan Built Internal AI Guardrails Without Slowing Innovation

Most Martech leaders talk about guardrails like they are a necessary evil. Something you tolerate because legal asks for it. Something that slows launches,...
Cybersecurity

Centralized AI Governance vs. Embedded Governance Teams

For a long time, teams were rewarded for speed. Ship first. Fix later. That mindset built modern tech companies. It worked because the damage...
Business Technology

Why “Trust Scores” Will Decide Which AI Vendors Survive

In 2023, most companies bought AI on instinct. If a demo looked good and the pitch sounded confident, the deal moved forward. Speed mattered...
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