The tools exist.
The intelligence doesn't.
AI agents write code without fully understanding the systems underneath. Manual discovery gets slower and more expensive as complexity grows. At enterprise scale, it breaks down. Adapts closes the gap with holistic, continuous context across every system in your portfolio.
Measured impact at enterprise scale
A Fortune 500 financial services company used Adapts to accelerate their core banking modernization. Adapts HC3 mapped 12 million lines of legacy COBOL, identifying critical business logic that manual discovery had missed for over a year.
An enterprise engineering team used Adapts to onboard new architects to a complex microservices platform. Instead of three weeks of tribal knowledge transfer, architects reached full productivity in two days with Living Knowledge.
A regulated energy company needed to document every system interaction for a compliance audit. Adapts mapped system behaviors that would have taken months to trace manually.
An insurance company was running legacy and modern systems in parallel at $200K/month. Adapts accelerated the migration, eliminating twelve months of parallel operation.
The full picture, at a glance
| Adapts | AI Coding Agents | Manual Discovery | Doc Platforms | Context Tools | |
|---|---|---|---|---|---|
| Scope | Entire enterprise portfolio (hundreds of repos) | Single file or repo | Point-in-time snapshot | Repo by repo | IDE workspace |
| Intelligence source | Deterministic code analysis + AI | Probabilistic inference | Human interviews + manual tracing | Generated documentation | Conversations and tickets |
| Audience | CIOs, architects, developers, PMs | Individual developers | Consulting team | Individual developers | Individual developers |
| Legacy languages | COBOL, Java, C++, Python, Go, and many more | Modern languages | Language-agnostic (manual) | Modern languages | Language-agnostic (search) |
| Speed | Minutes | Real-time (per file) | Months | Hours to days | Real-time (search) |
| Persistence | Continuous, every commit | Per session | Decays from day one | Periodic updates | No persistence |
Category by category
Your enterprise systems, fully understood. In minutes, not months.
See how HC3 creates Living Knowledge across your codebase. 30-minute technical walkthrough with an enterprise architect. No slides, just a live demo on real code.