RCT-7 Process
Seven-step methodology for implementing intent-driven systems
RCT-7 Process Flow
Seven interconnected steps for implementing intent-driven systems
Recognize
Identify the situation, context, and existing patterns
Categorize
Classify data, patterns, and relationships accurately
Translate
Convert raw data into meaningful intent signals
Analyze
Deep-dive into patterns and dependencies
Test
Validate assumptions and hypotheses
Refine
Optimize based on results and feedback
Execute
Implement aligned actions and measure impact
The Cyclical Nature
RCT-7 is not linear—it's cyclical. After execution, feedback loops back to the Recognize phase, allowing continuous improvement. This creates adaptive systems that learn and evolve with new data and changing circumstances.
Intent Extraction
Identify and clarify the core intent behind a problem or task
Extract the fundamental goal, values, and constraints that drive decision-making. What truly matters in this context?
Data Analysis
Gather and understand all relevant contextual information
Collect historical data, patterns, and environmental signals. Create a comprehensive picture of the situation.
Intent Mapping
Align data patterns with intentional outcomes
Create explicit connections between available data and desired intent. Define the relationship matrix.
Solution Architecture
Design the system to compute F = (D^I) × A
Build the computational model that transforms data through intent to generate aligned actions.
Implementation
Deploy the intent-driven system into production
Integrate with existing systems, configure parameters, and establish feedback mechanisms.
Validation
Verify that outputs align with original intent
Run comprehensive tests to ensure actions generated are truly aligned with stated intentions.
Continuous Refinement
Monitor, learn, and improve the system over time
Gather feedback, adjust parameters, and evolve the system to better understand and serve intent.
Getting Started
For Individuals
- Clarify your personal or professional intent
- Map your current data resources
- Design your decision-making process
- Implement and iterate
For Organizations
- Align stakeholders on organizational intent
- Audit existing data and systems
- Design intent-driven architecture
- Deploy organization-wide
Next Concept
JITNA Language
Learn how to specify intent precisely using our Just-In-Time Natural Action language.
Explore JITNA