---
title: Modernization That Ships with AI
description: Most companies are adding AI agents to legacy systems rather than modernizing how the work actually gets done. That may create isolated productivity gains, but it rarely removes the outdated applications, fragmented data, manual handoffs, and hidden dependencies that continue to slow the business.
image: https://webinars.techstronglearning.com/hubfs/2026.10.13%20Mactores%20Cognition-Social-1080x1080%20(3).png
---

Modernization That Ships with AI

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## Sponsored By:

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##### Tuesday, October 13th

1 pm ET

Most companies are adding AI agents to legacy systems rather than modernizing how the work actually gets done. That may create isolated productivity gains, but it rarely removes the outdated applications, fragmented data, manual handoffs, and hidden dependencies that continue to slow the business.

Key Takeaways:

- Why adding agents on top of legacy systems often preserves the bottlenecks enterprises are trying to eliminate.
- How to identify the applications, data, workflows, and dependencies that must be modernized before agentic use cases can scale.
- How AI agents can accelerate discovery, mapping, validation, test generation, and repetitive modernization work.
- Where experienced engineers must retain ownership of architecture, judgment, risk, and cutover.
- How to progress from assessment to a sequenced modernization plan and then into production execution.
- How to reduce reliance on internal engineering capacity while moving modernization and AI initiatives into production.

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### Bal Heroor

###### CEO & Senior Principal Consultant - Mactores Cognition, Inc.

Eighteen years of sitting across the table from CIOs, CTOs, and VPs of Engineering at 200+ enterprises is the demand signal Aedeon is built on." with "Bal's 18 years working with CIOs, CTOs, and engineering leaders across 200+ enterprise engagements shaped Aedeon, the agent platform Mactores deploys to automate discovery, mapping, validation, test generation, and repetitive modernization work. 

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### Alastair Cooke

###### Research Director, Cloud and Data Center - The Futurum Group

   
Alastair has made a twenty-year career out of helping people understand complex IT infrastructure and how to build solutions that fulfill business needs. Much of his career has included teaching official training courses for vendors, including HPE, VMware, and AWS.

Alastair has written hundreds of analyst articles and papers exploring products and topics around on-premises infrastructure and virtualization and getting the most out of public cloud and hybrid infrastructure. Alastair has also been involved in community-driven, practitioner-led education through the vBrownBag podcast and the vBrownBag TechTalks. 

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