AI-powered Legacy Modernization — 2025 Field Guide
Unlock 40% of engineering capacity and reduce O&M costs by 33 percent within a single budget cycle. Aging tech stacks drain budgets and delay releases. In this 34-page playbook, Devox Software architects reveal the AI toolchain, zero-downtime migration patterns, and real-time ROI calculator proven on platforms handling over ten million events per day.
AI Modernization Outlook for 2025
Turn market data into engineering advantage — discover how AI tooling, platform economics, and talent dynamics will shape every release over the next 18 months, and chart your fastest route to growth.
This 34-page field guide from Devox Software distills:
- AI Accelerator Heat Map: seven emerging tools and frameworks expected to reach mainstream adoption by mid-2025, each evaluated based on release speed and cost impact.
- Cost-Model Snapshots: a side-by-side comparison of the economics of greenfield, lift-and-shift, and strangler-pattern modernization across AWS, Azure, and GCP.
- Interactive ROI Calculator: enter your data and see your payback instantly.
- Five-Stage Execution Blueprint: from inventory to target architecture, pilot slice, full rollout, and continuous optimization.
- Zero-Downtime Migration Patterns: strangler-fig, slice-by-slice, and immutable audit approaches, validated on consumer-scale platforms.
- Reference Stack 2025: includes vector databases, feature stores, and MLOps pipelines deployed on Azure, AWS, and GCP.
- Confidential Case Studies: payback in 12 months or less, around 30 percent performance improvement, and 33 percent reduction in O&M costs.
Download the guide to equip your roadmap with patterns already trusted by Fortune-grade technology leaders.
Download the guide to equip your roadmap with patterns already trusted by Fortune-grade technology leaders.
Unlock the report to discover:
AI tech bets that lift release velocity and profit margins: vector DBs, RAG pipelines, low-code agents
A proven path to reclaim 40 % of engineering capacity without product freezes
Data-backed guidance on when near-shore squads outpace in-house teams in a $187 billion modernization market
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