Can AI truly modernize legacy systems, or is it just hype? @thoughtworks
Can AI truly modernize legacy systems, or is it just hype?  @thoughtworks
Uploaded September 2026 | Updated September 2026, 2 weeks ago
In this podcast episode, host Christina Stathopoulos, data and AI evangelist and award-winning educator joins Shodhan Sheth, Enterprise Modernization Platform and Cloud Lead and Alessio Ferri, Lead Software Engineer from Thoughtworks to discuss how technology leaders can balance AI innovation with engineering discipline, organizational change and real-world governance.

Key takeaways:
Realistic AI integration: How AI and Generative AI aid in analyzing legacy code, refactoring and documentation without replacing core engineering standards.
Governance and risk: Practical frameworks for maintaining security, code quality and compliance while introducing AI tools into development pipelines.
Organizational readiness: Navigating the cultural, structural and skill shifts required to adopt AI-driven enterprise modernization.
Pragmatic strategy: How leaders can distinguish genuine high-value AI use cases from market hype to drive measurable transformation.
Can AI truly modernize legacy systems, or is it just hype?Digitizing pediatric care with BahmniGenAI meets Data Mesh: From data product design to enterprise intelligence — XConf India 2025Get to Know - Thoughtworks COO - Amit ChoudharyHands-on with AI agents: From scratch to LangGraph — XConf India 2025This Week in AI | 3rd September 2026Unlearning, experimentation and engineering rigor in an agentic worldDatabase branching: Overcoming the bottlenecks of shared database environmentsSmarter word generation in LLMs: Guiding sampling through output probability distributionsStaying human in an AI world: Frameworks for AI transformationThoughtworks Technology Radar Vol 34 | Date revealTransforming CX and operations with carsales
Thoughtworks |

Can AI truly modernize legacy systems, or is it just hype?

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER