ADEL AI Leadership Series #1

Building the AI-Native GCC — GCC Leadership Roundtable

How global companies can build AI engineering capability in India

A moderated roundtable bringing together five panellists to discuss GCC operating models, engineering capability, talent and product ownership in the AI era.

Request an invitation
Online · By invitation45-minute moderated roundtable
DateTuesday, 1 December 2026
Time4:00 PM to 4:45 PMIndia Standard Time (IST)
FormatOnline, by invitationJoining details shared privately with confirmed attendees.

One conversation. Three time zones.

  • India4:00 PM to 4:45 PM GMT+5:30
  • United Kingdom10:30 AM to 11:15 AM GMT
  • Central Europe11:30 AM to 12:15 PM CET

Times shown are for 1 December 2026. Central European time covers Amsterdam, Paris and Berlin.

Joining the panel

Meet the first two panellists.

Leaders who build and run global engineering organisations.
Moderated by ADEL. Three more panellists to be announced.

Arun Narayanaswamy
Panellist

Arun
Narayanaswamy

Senior Director Engineering and Site Head

Amadeus Pune

Arun heads Amadeus’s Pune Development Centre, leading more than 600 technologists building hospitality technology products, including business intelligence and guest management solutions. He helped build the centre from the ground up and has held engineering leadership roles at Walmart and Tesco.

ExperienceEngineering hub strategy, global teams and cloud technology

Angshuman Paul
Panellist

Angshuman
Paul

COO and Country Head

Inatech & Aspire GDC

Valsoft Corporation companies

Angshuman brings over 27 years of experience building, transforming and scaling global technology and product engineering organisations. He leads GCC operations, with expertise spanning global delivery, SaaS product engineering, M&A and AI-led enterprise transformation.

Proposed discussion themesGCC product ownership and measurable AI value beyond pilots

The series programme

One question. Five conversations.

What does it actually take to move AI from pilot to production? Each conversation examines a different part of the answer.

Our programme runs from December 2026 to May 2027. Each session’s date is listed below. Unconfirmed times, speakers and venue details remain marked as to be announced.

Session 01


4:00 PM to 4:45 PM Asia/Kolkata

Online GCC Leadership Roundtable · 45 minutes

Building the AI-Native GCC — GCC Leadership Roundtable

A moderated roundtable bringing together five panellists to discuss GCC operating models, engineering capability, talent and product ownership in the AI era.

Arun Narayanaswamy — Senior Director Engineering and Site Head, Amadeus Pune Angshuman Paul — COO and Country Head, Inatech & Aspire GDC (Valsoft Corporation companies) Five panellists in total. Three additional panellists will be announced soon. Moderated by ADEL.

Request an invitation: Building the AI-Native GCC — GCC Leadership Roundtable

Session 02

In-person roundtable · Bangalore

AI GCC Leadership Roundtable

What should your GCC own in the AI era? A focused Bangalore discussion for global technology and India GCC leaders on AI mandates, engineering capability and production ownership. Planned format: 15–20 leaders, one table, no presentations.

Time, venue and participants to be announced

Register interest: AI GCC Leadership Roundtable

Session 03

Online Executive Roundtable

The New AI Engineering Team: FDEs, AI Engineers & Product

Explore how customer context, product judgement and engineering come together. Discuss the responsibilities of FDEs, AI and data engineers, and product teams from discovery to production ownership.

Time and speakers to be announced

Register interest: The New AI Engineering Team: FDEs, AI Engineers & Product

Session 04

Online Executive Roundtable

Why Enterprise AI Agents Fail in Production

Look beyond the demo at evaluation gaps, unreliable tools, changing data, security boundaries and operating costs. Consider how teams detect failures, recover safely and improve systems in use.

Time and speakers to be announced

Register interest: Why Enterprise AI Agents Fail in Production

Session 05

Online Executive Roundtable

Building the AI-Native Enterprise

Discuss what changes when AI becomes part of how an organisation works. Explore leadership, operating models, workforce capability and how to measure value beyond individual deployments.

Time and speakers to be announced

Register interest: Building the AI-Native Enterprise

Session 01 · The discussion

From pilot to production starts with capability.

Moving from an AI experiment to a dependable production system takes more than access to models. For GCC leaders, the challenge is building the engineering capability, product ownership and operating discipline to deliver business outcomes.

  1. What should the AI mandate of an India GCC be?

    Move beyond offshore engineering capacity to ownership of AI products and outcomes. Explore which responsibilities should sit in India and how they connect to the global business.

  2. Which capabilities need to be built?

    Bring together AI engineers, Forward Deployed Engineers, data engineers, platform engineers, AI product leaders and governance. Discuss how these capabilities work as a team.

  3. Build, hire or partner?

    Decide what to develop internally, where to recruit and when specialist partners can help. Consider how to build expertise the GCC can retain and grow.

  4. How do AI experiments reach production?

    Examine the work between a convincing pilot and a secure, integrated system: data, evaluation, governance, workflow adoption and measurable business value.

  5. What does an AI-native GCC operating model look like?

    Connect global product ownership, India-based AI capability, business teams and FDEs. Clarify who makes decisions, delivers the system and owns its performance in production.

The conversation

Practitioner-led. Moderated by ADEL.

A candid discussion about the decisions, capabilities and operating models behind an AI-native GCC. We’ll connect the experience of building engineering hubs with product ownership and measurable business outcomes.

Who it is for

Leaders building or expanding AI capability in India.

  • GCC heads and India Managing Directors
  • Global CTOs, CIOs and Chief AI Officers
  • Heads of Engineering, AI and Data
  • Leaders establishing or expanding India GCCs

Designed for leaders across India and Europe. Bring a question from your own production journey without sharing confidential customer or company information.

The 45-minute format

A focused conversation, with room for your questions.

01

5 minutes · Set the context

Explore the decisions facing GCC leaders as AI moves from pilot to production.

02

25 minutes · Moderated roundtable

Hear how leaders build engineering hubs, move towards product ownership and measure AI value beyond pilots.

03

10 minutes · Audience questions

Put your questions to the speakers and explore decisions relevant to your team.

04

5 minutes · Practical takeaways

Close with the ideas and questions worth taking back to your organisation.

Thursday, 4 February 2027

AI GCC Leadership Roundtable

In-person roundtable · Bangalore

To be announced · Time, venue and participants to be announced

What should your GCC own in the AI era? A focused Bangalore discussion for global technology and India GCC leaders on AI mandates, engineering capability and production ownership. Planned format: 15–20 leaders, one table, no presentations.

Register interest

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Bishnu Jaisy

Bishnu Jaisy

Director

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