Session 4

IT's Moment of Truth: Redefining Roles in the Human-AI Paradigm


11 December 2025


90 Mins

We are living through the biggest shift in business since the internet revolution. We aren’t just using reactive tools anymore; we are deploying Agentic AI—systems that set their own goals, take action, and learn on the fly. But as “digital labor” becomes the heartbeat of the modern enterprise, we’ve hit a massive moment of truth: who is actually responsible when an AI makes a high-stakes decision?

For Season 4 of the Trigent Tech Forum, we sat down with a panel of veteran tech leaders to cut through the hype and discuss the messy reality of AI autonomy, legal liability, and why human judgment matters more now than ever.

Here’s a quick summary of what we discussed

  • You Can’t Put a Bot in the Witness Box: AI might be doing the work, but a human has to own the results. Every agent needs a “Human Agent Owner” and a clear RACI matrix to ensure accountability doesn’t vanish into the code.
  • The 99.9% Trap: There’s a hidden danger in “perfect” AI. As systems become more reliable, “human lethargy” sets in, and we stop paying attention. Leaders have to keep their teams engaged so they’re ready for the 0.1% of cases where the bot gets it wrong.
  • The 3E ROI Framework: Stop measuring tokens and start measuring what matters. True AI success is found in Economics (hard dollar savings), Efficiency (speed and accuracy), and Experience (boosting your NPS and brand trust).
  • Cowboys vs. Control Freaks: The path to “Singularity” is a geopolitical arms race. While “cowboy” optimists are racing to build the future, “control freaks” are the ones building the guardrails. In the end, human intuition remains the only thing that can navigate a world models can’t yet predict.
  •  

Meet the Moderator

rohit adlaka
Rohit Adlakha

CXO Advisor, AI & Digital Revolutionary

Meet Our Panelists

who shaped our inaugural session
Ashok-Jakati
Ashok Jakati
Chief Technology Officer, Quility
DaveHoover
Dave Hoover

Founder, Red Squirrel Technologies

Jonathan-Eyler-Werve
Jonathan Eyler-Werve

Product Leader & Startup Founder

Bringing GenAI to Your Modern Enterprise
Rajdeep Mahida

VP of IT, MKS

Tapati-Bandopadhyay
Tapati Bandopadhyay

AI & Cloud Inventor & Leader

Suraj_Halvad
Suraj Havalad

Associate Director
Trigent

Agentic AI
Perspectives from Session 4

Agentic AI Needs Hierarchy: Triaging Between Outcomes, Liability, and Governance

— By Tapati Bandopadhyay
AI & Cloud Inventor & Leader

We are living through the biggest shift in business since the internet revolution. We aren’t just using reactive tools anymore; we are deploying Agentic AI—systems that set their own goals, take action, and learn on the fly. But as “digital labor” becomes the heartbeat of the modern enterprise, we’ve hit a massive moment of truth: who is actually responsible when an AI makes a high-stakes decision?

For Season 4 of the Trigent Tech Forum, we sat down with a panel of veteran tech leaders to cut through the hype and discuss the messy reality of AI autonomy, legal liability, and why human judgment matters more now than ever.

Here’s a quick summary of what we discussed

  • You Can’t Put a Bot in the Witness Box: AI might be doing the work, but a human has to own the results. Every agent needs a “Human Agent Owner” and a clear RACI matrix to ensure accountability doesn’t vanish into the code.
  • The 99.9% Trap: There’s a hidden danger in “perfect” AI. As systems become more reliable, “human lethargy” sets in, and we stop paying attention. Leaders have to keep their teams engaged so they’re ready for the 0.1% of cases where the bot gets it wrong.
  • The 3E ROI Framework: Stop measuring tokens and start measuring what matters. True AI success is found in Economics (hard dollar savings), Efficiency (speed and accuracy), and Experience (boosting your NPS and brand trust).
  • Cowboys vs. Control Freaks: The path to “Singularity” is a geopolitical arms race. While “cowboy” optimists are racing to build the future, “control freaks” are the ones building the guardrails. In the end, human intuition remains the only thing that can navigate a world models can’t yet predict.
  •  

Meet the Moderator

rohit adlaka
Rohit Adlakha
CXO Advisor, AI & Digital Revolutionary

Meet Our Panelists

Ashok-Jakati
Ashok Jakati
Chief Technology Officer, Quility
DaveHoover
Dave Hoover

Founder, Red Squirrel Technologies

Jonathan-Eyler-Werve
Jonathan Eyler-Werve

Product Leader & Startup Founder

Bringing GenAI to Your Modern Enterprise
Rajdeep Mahida

VP of IT, MKS

Tapati-Bandopadhyay
Tapati Bandopadhyay

AI & Cloud Inventor & Leader

Suraj_Halvad
Suraj Havalad

Associate Director
Trigent

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