Insight certainty 4/5 debate potential 3/5

Migoya: Next-generation AI flips workflow to AI supervised by humans

Martin Migoya · How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya · Oct 21, 2025 · at 21:23

Martin Migoya, CEO of Globant, explains the structural evolution of enterprise workflows from human-led AI assistance to human oversight of autonomous agentic systems.

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“The initial version of AI was humans accelerated by AI. The next generation is AI supervised by humans.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Martin Migoya

Insight
Migoya: Current AI models are already sufficient if given the right context
“The current systems we have, the current technology we have, if you put the right context, it is the right answer. And you can decrease a lot hallucination percentages just by creating the right context.”
Martin Migoya Oct 21, 2025 ▶ 17:12 How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya
Prediction Not checkable as stated
Migoya: Complex enterprise AI adoption will be slower than expected
“I think that this next generation wave of change will come. It will take a while, and it will be a slow, a slower than expected adoption on this complex side while the easy cases will be solved quite fast, very fast.”
Martin Migoya Oct 21, 2025 ▶ 4:32 How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya
Assertion Supported
Globant patented Copilot-like AI coding technology in 2020 but lacked funding
“And we have been using AI since the last 10 years. We got a patent in twenty-twenty very similar to Copilot. We didn't have enough money to be able to scale it up, but we knew the technology.”
Martin Migoya Oct 21, 2025 ▶ 25:12 How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya
Insight
Migoya: Probabilistic AI breaks traditional deterministic debugging in enterprise software
“We're used to in the software industry, you know, when we have a problem, there's a bag associated with that problem. We go and fix the bag, and then the problem gets solved. Well, this is not the case any longer with, when you're talking with a probabilistic …”
Martin Migoya Oct 21, 2025 ▶ 3:25 How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya
Insight
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“There must be five or six percent of companies that are technically savvy to implement these technologies by itself, but therefore the rest of the people is like a jungle that is growing every day and doubling every day, in which you need to understand where t…”
Martin Migoya Oct 21, 2025 ▶ 27:23 How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya
Assertion Supported
Migoya: Globant platform integrates about 140 AI models
“Today we counted about 140 different models plus versions of the model that are integrated into our platforms.”
Martin Migoya Oct 21, 2025 ▶ 6:14 How Enterprises Actually Get ROI From AI — With Globant CEO Martin Migoya
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