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BotMan AI uses knowledge graphs for legacy modernization

Close-up of a smartphone showing a chat app interface on a wooden table.
Illustrative photo.Photo by Airam Dato-on on Pexels

What happened

BotMan AI operates with knowledge graphs for legacy modernization, according to SiliconANGLE AI and SiliconANGLE. Legacy modernization requires understanding how an application’s code, data and business rules fit together before rebuilding it. BotMan AI operates with an AI-powered migration pipeline that maps an application’s dependencies, business logic and data models in a knowledge graph.

That context helps agents interpret the system they are rebuilding, according to Alejandro D’Andrea (pictured), founder and […] The post BotMan AI operates with knowledge graphs for legacy modernization appeared first on SiliconANGLE . UPDATED 21:46 EDT / OCTOBER 11 2026 AI BotMan AI operates with knowledge graphs for legacy modernization by Devony Hof Legacy modernization requires understanding how an application’s code, data and business rules fit together before rebuilding it.

That context helps agents interpret the system they are rebuilding, according to Alejandro D’Andrea (pictured), founder and chief technology officer of BotMan. “Intelligence is not the problem anymore,” he said.

“The problem is context. You have to explain to the agent everything it needs to understand [how] to do a particular task. What if you didn’t have to explain that? What if it already knew all that you know? That’s the key now.” D’Andrea spoke with theCUBE Research’s John Furrier for theCUBE + NYSE Wired: AI Luminaries interview series on theCUBE, SiliconANGLE Media’s livestreaming studio.

Key facts

  • BotMan AI — uses: knowledge graphs for legacy modernization, according to SiliconANGLE AI and SiliconANGLE
  • Legacy modernization — requires: understanding how an application’s code, data and business rules fit together before rebuilding it
  • BotMan AI — uses: an AI-powered migration pipeline that maps an application’s dependencies, business logic and data models in a knowledge graph
  • UPDATED 21:46 EDT / OCTOBER 11 2026 AI BotMan AI — uses: knowledge graphs for legacy modernization by Devony Hof Legacy modernization requires understanding how an application’s code, data and business rules fit together before rebuilding it

Sources & evidence