Ensure What Gets Built, was Intended
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.
Choose Your Plan
Start free, scale as you grow. All plans include core INTENT features.
Community
For individual developers and open source
- Core INTENT features
- Community support
- Self Hosted
- Basic documentation
Team
For small teams getting started
- Everything in Community
- GitHub Integration
- Team collaboration
- Email support
- Up to 50 team members
Team Hosted
SaaS for small teams
- Everything in Team
- SaaS by IntentR team
- Custom integrations
- Dedicated support
- Up to 50 team members
- (* minimum - depends on usage)
Professional
For growing teams
- Everything in Team
- GitHub, Figma, Jira Integrations
- Priority email support
- SSO integration
- Up to 500 team members
Professional Hosted
SaaS for mid-sized teams
- Everything in Professional
- SaaS by IntentR team
- Security monitoring
- Integration engine
- Up to 500 team members
- * minimum - depends on usage)
Government and Enterprise
For large organizations
- Everything in Professional
- Self Hosted or SaaS
- Custom development
- Unlimited Users
- 24/7 support
- White-glove onboarding
Ready to Transform Your AI Development?
Join thousands of developers using INTENT to build AI systems that mean what they intend.