Enterprise Vibe Automation
Enterprise Vibe Automation
Reduce project effort by ~80% with governable GenAI and
Reduce project effort by ~80% with governable GenAI and
40× more concise Business Logic.
40× more concise Business Logic.
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The Vision: Vibe the Whole Stack
The Vision: Vibe the Whole Stack
Not just the UI — include business logic, nearly half the effort.
Not just the UI — include business logic, nearly half the effort.
It Should Be As Simple To Build a System As It Is to Imagine It.
It Should Be As Simple To Build a System As It Is to Imagine It.
Speed and Simplicity of Natural Language
Enterprise class: no-compromise Quality, Governance, Extensibility, Architecture
Leverage IT Investment: Standard IDE, Deployment, ...
The Problem: AI Alone Falls Short
The Problem: AI Alone Falls Short
1. System Vibe: Mostly Fails
1. System Vibe: Mostly Fails
❌ Popular Vibe WebSites Failed
❌ Best Result: Marginal UI, API
2. Logic Vibe: Completely Fails
2. Logic Vibe: Completely Fails
❌ Major Corner-Case Bugs
❌ Not Maintainable Franken-Code
Declarative Approach Required
The Solution: Automate Business Logic with Declarative Rules
The Solution: Automate Business Logic with Declarative Rules
Only GenAI-Logic Closes the Gap, Replacing FrankenCode with Rules that are 40x More Concise
Only GenAI-Logic Closes the Gap, Replacing FrankenCode with Rules that are 40x More Concise
✅ AI, plus...
✅ AI, plus...
✅ LogicGen
✅ LogicGen
Trains AI to Generate Logic, Not Frankencode
Reliable, Predictable Project Creation
✅ Declarative Engines
✅ Declarative Engines
Business Logic: Declarative Rules
40X More Concise Than Procedural Franken-Code
Logic is nearly half the dev effort
Standard JSON:API
Automatic MCP
Declarative GenAI Addresses Business Logic
Declarative GenAI Addresses Business Logic
- Fully Delivers the Speed and Simplicity of AI
- Governable: No FrankenCode, No Hallucinations
The Benefit: Up To 80% Less Effort, Time and Risk
The Benefit: Up To 80% Less Effort, Time and Risk
GenAI + Business Logic Automation
GenAI + Business Logic Automation
Baseline Project Effort
Baseline Project Effort
Business Logic is Nearly Half the Effort
AI Only
AI Only
✅ Good UI Support
See video (2:28 in the video below)
Or use your favorite tools
❌ But Fails on Logic
❌ But Fails on Logic
Buggy: Key Cases Missed
FrankenCode: Maintenance Challenge
Architecture: often created on client (!)
Nearly Half the Effort Remains...
AI Plus GenAI-Logic Automation
AI Plus GenAI-Logic Automation
Rules are 40X More Concise Than Procedural Franken-Code
Unique to GenAI-Logic
Transparent to Business Users
Fully Extensible with Python
Governable, No Hallucinations
Explore Enterprise Vibe Automation
Explore Enterprise Vibe Automation
Vibe Automation
Vibe Automation
Natural Language Simplicity
LogicGen to eliminate Franken-response
✅ 1. Automatic Backend - why bother with data mockups?
Create MCP API from existing database
Create database from prompt
✅ 2. Automatic App - why start from scratch?
Kickstart with a running, multi-page application
Customize with your favorite Vibe tools
✅ 3. Declarative Business Logic 🏆
Vibe for UI and logic -- half the effort
Rules are 40X More Concise than Code
Properly Factored out of UI
✅ 4. Standard IDE, Language, Deployment
Full Extensibility With Python
Human in the Loop Governance
✅ Free and Open Source - Simple Install, Tutorial with Vibe
GenAI-Logic: The Missing Half of GenAI
GenAI-Logic: The Missing Half of GenAI
✅ Governable GenAI
✅ Governable GenAI
Speed and Simplicity of Natural Language
Via Browser (new system), or IDE (existing system)
✅ Declarative Logic Automation
✅ Declarative Logic Automation
40X More Concise Than Procedural Franken-Code
Unique to GenAI-Logic 🏆
Transparent to Business Users
Governable, No Hallucinations
✅ Enterprise Standards
✅ Enterprise Standards
Your IDE
Standard Container Deployment
Fully Extensible With Python
Logic Automatically Partitioned for Sharing
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