Explore, Analyze & Document your Code
White Paper
AI & Code Maintenance
The 2025 guide to co-intelligence for Oracle, SQL Server, and PowerBuilder developers
84% of developers use AI tools. Yet nearly half don't trust the outputs.
The issue isn't AI itself—it's how we use it. AI without context is partially blind. Combined with structured analysis and human oversight, it becomes a powerful ally. This is co-intelligence.
This white paper offers a realistic assessment of AI in 2025: what it can do, its limitations, and how to integrate it into your maintenance workflows.
Key findings from the report
78%
of companies use AI in at least one function
1%
say they fully leverage AI's potential
46%
of developers don't trust AI outputs
What's inside
1 Executive Summary
2 Context: Why AI is becoming essential for development teams
3 The state of AI in 2025 (ANI, AGI, reasoning AI, agents)
4 AI capabilities and limitations for development tasks
5 Security, compliance, and governance prerequisites
6 AI adoption in 2025: individuals and businesses
7 Applying AI to code analysis and maintenance
8 Toward the first software maintenance agents
9 Practical recommendations and 6–18 month roadmap
10 Conclusion: Co-intelligence as a competitive advantage
Who is this for?
- Developers working with large or legacy codebases
- Architects evaluating AI integration strategies
- Ops & DevOps teams looking to improve maintenance workflows
- Technical managers building AI adoption roadmaps
Download the White Paper
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