Ensure What Gets Built, was Intended
IntentR is your Holistic Orchestration Platform for all aspects of Software Development and Upkeep.
Don't let AI run loose
without strong guardrails
IntentR is an open-source platform that puts you in the drivers seat of AI code generation and ensures specification-first software development in the age of AI. Capture human intent as structured, engineering-grade specifications before AI generates code.
The INTENT Philosophy
Human intent, captured with engineering rigor, is the primary determinant of system correctness, scalability, and speed in the age of AI
Specification First
Intent precedes implementation. All systems begin with human decisions. Code is an outcome, not the source of truth.
AI-Driven Derivation
Systems should be derived from intent, not assembled by hand. AI generates artifacts from specifications with precision.
Preserve Intent
Specifications are first-class artifacts. What cannot be specified precisely cannot be reliably built or evolved.
Precision Before Velocity
Speed emerges from clarity, not shortcuts. Ambiguity is the true bottleneck of modern engineering.
Human Control Loop
Human expertise defines what and why. AI systems optimize how and how fast. Authority stays with humans.
Continuous Evolution
Intent must survive change—of code, teams, tools, and models. Systems evolve by revising intent, not rewriting code.
Ready to Transform Your AI Development?
Join thousands of developers using INTENT to build AI systems that mean what they intend.
Recorded Demos
Overview presentation
Watch demoExplore the basic operations of IntentR
Watch demoNASA ASP demo with AI improvements
Unmanned Edge devices (Cell Towers, Satellites) with embedded AI defense and self-heal