Intent SystemsLegacy to Agency
Your AI transformation partner.
We make your legacy codebases agent-ready in 30 days.
OUR APPROACH
Make AI 10× more effective on your legacy code.
Intent Layer
Agents that perform like your best engineers.
We embed the context your code is missing so agents stop guessing.
What changes for you
- →Ship more complex features, faster. Fewer loops; higher acceptance.
- →Make hard tickets doable. Work you've been avoiding starts moving.
- →Clarity spreads. The "why" becomes obvious to humans and agents.
Training
Make your people dangerous with AI.
We teach the few practices that actually work so the lift continues.
What changes for you
- →Less thrash. Engineers don't burn sprints on LLM rabbit holes.
- →Shared playbook. A common way to use AI that sticks.
- →Compounding effects. Each service that adopts the practice raises the tide.
The future is here.
It's just not evenly distributed.
AI is already delivering absurd productivity gains. But most enterprises aren't seeing those results.
Because inside big engineering orgs, nothing moves unless it ships this quarter. Your engineers can't waste time on dead-end LLM workflows.
Meanwhile, companies that figured it out are compounding—building faster, cheaper, smarter—and coming for your market.
Intent Systems helps your engineers harness AI now, not next year.
AI isn't scary. Ignoring it is.
Trusted by the best:
Ready to 10× AI effectiveness?
Make AI useful on the code you already have—no refactors. First real wins in ~2 weeks.
Mergeable PRs, faster. Agents produce diffs your leads will actually accept.
Hard work starts moving. Complex tickets land with fewer review loops.
Your team keeps the lift. A simple, repeatable playbook they can run without us.
Or email us at hello@intent-systems.com