Uploaded April 2026 | Updated September 2026, 2 weeks ago
Modernization isn't just a project anymore — it’s a continuous capability accelerated by AI.
In this session, we join IDC to explore how organizations are shifting from intermittent, project-based work to continuous, AI-enabled IT operations. Based on research across more than 500 organizations, we discuss why traditional “start-stop” modernization cycles fail to deliver sustained value and how platform-driven models are becoming the new standard.
You’ll learn how AI acts as an accelerator, exposing the limitations of project-based approaches and making continuous modernization a way of life.
What we cover:
- Continuous modernization vs. project-based transformation: Why “start-stop” cycles lead to technical debt, burnout and limited ROI.
- AI in IT operations: Moving beyond pilot purgatory to create measurable impact.
- Platform-led engineering: Embedding security, observability and modernization into daily workflows.
- Human-in-the-loop models: Shifting teams from repetitive toil to strategic decision-making and complex problem-solving.
- Squad-based operating models: Using persistent, cross-functional teams instead of temporary project structures.
- Outcome-based managed services: Shifting from headcount-based pricing to value-driven, risk-sharing partnerships.
We also outline a practical 180-day roadmap to move from AI experimentation to real outcomes. We’ll focus on high-impact use cases, data readiness, platform adoption and operating model redesign.
Watch the full session to understand how to transition modernization from a project to a continuous capability.
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Thoughtworks is a leading global technology consultancy that delivers extraordinary impact by blending design, engineering and AI expertise.
Learn more about our work in innovation and digital engineering:
Thoughtworks website: thoughtworks.com
Follow us on LinkedIn: linkedin.com/company/thoughtworks
Explore our technology insights: thoughtworks.com/insights
Modernization isn't just a project anymore — it’s a continuous capability accelerated by AI.
In this session, we join IDC to explore how organizations are shifting from intermittent, project-based work to continuous, AI-enabled IT operations. Based on research across more than 500 organizations, we discuss why traditional “start-stop” modernization cycles fail to deliver sustained value and how platform-driven models are becoming the new standard.
You’ll learn how AI acts as an accelerator, exposing the limitations of project-based approaches and making continuous modernization a way of life.
What we cover:
- Continuous modernization vs. project-based transformation: Why “start-stop” cycles lead to technical debt, burnout and limited ROI.
- AI in IT operations: Moving beyond pilot purgatory to create measurable impact.
- Platform-led engineering: Embedding security, observability and modernization into daily workflows.
- Human-in-the-loop models: Shifting teams from repetitive toil to strategic decision-making and complex problem-solving.
- Squad-based operating models: Using persistent, cross-functional teams instead of temporary project structures.
- Outcome-based managed services: Shifting from headcount-based pricing to value-driven, risk-sharing partnerships.
We also outline a practical 180-day roadmap to move from AI experimentation to real outcomes. We’ll focus on high-impact use cases, data readiness, platform adoption and operating model redesign.
Watch the full session to understand how to transition modernization from a project to a continuous capability.
- - -
Thoughtworks is a leading global technology consultancy that delivers extraordinary impact by blending design, engineering and AI expertise.
Learn more about our work in innovation and digital engineering:
Thoughtworks website: thoughtworks.com
Follow us on LinkedIn: linkedin.com/company/thoughtworks
Explore our technology insights: thoughtworks.com/insights
