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Automated AI Solutions Built on Validated Frameworks
Every product will use our 4-dimensional validation model. Ethical. Compliant. Proven.
VIBEcoder
For: Development Process Automation - It Gives You Wings!
What it does:
Transform your development with VIBE Coding. Build MVPs in under one month, maintain clean code automatically, and ensure security with AI-powered development tools.
The difference:
5 core features: Rapid MVP Development, Code Cleanup Tools, Security Scans, AI-Driven Project Planning, and Enterprise Rules Management System (ERMS) - all designed to accelerate development while maintaining quality. With the ultimate goal of creating an engineering software development process that allows full-stack development to be fully automated.
Active | Transforming AI-Assisted Development
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NCLB
For: Education Automation so that No Concept is Left Behind!
What it does:
AI-powered learning platform that ensures every student masters every concept before moving forward. Identifies gaps early and provides personalized support paths.
The difference:
Mastery-based learning validated for effectiveness. Focuses on understanding, not just completion. Helps students build solid foundations without falling behind.
Pilot Programs Active | Expansion Q1 2026
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For: AI Ethical Health Check Platform - Assess Your AI Systems for Ethical Behavior
What it does:
Comprehensive 4-dimensional behavioral assessment framework to ensure your AI systems align with ethical standards and human values. Professional-grade ethical testing platform used by organizations committed to responsible AI.
The difference:
4-dimensional behavioral framework testing AI responses against ethical standards. Real-time ethical testing with instant results. Analytics dashboard tracks performance over time with drift detection. Trusted by AI development teams worldwide.
Active | Production Ready
Visit AIAssessTechLoanOfficerAI
For: Enterprise MCP™ Framework - AI-Powered Agricultural Lending
What it does:
Production-ready Model Context Protocol implementation for business environments. 18 MCP functions for loan management, risk assessment, and predictive analytics. OpenAI GPT-4o integration with complete SQL Server database support.
The difference:
Open source reference implementation demonstrating Enterprise MCP™ patterns. 285% ROI in Year 1 with 80% reduction in manual review time. Complete audit trail for regulatory compliance. Created for the Austin AI Alliance community.
Open Source | MIT License
Visit LoanOfficerAIAI-Optimized Data Governance
For: Five-Pillar Federated Framework for Multi-Enterprise Organizations
What it does:
Production-validated framework addressing the $12.9M annual cost of poor data governance. Five integrated pillars—Standards, Data Catalogue, Data Models, Data Stewards, and AI Use Cases—enable AI adoption at scale while maintaining regulatory compliance.
The difference:
8 months production deployment delivered: 89% faster data discovery, 94% faster issue resolution, AI model accuracy improved from 0.82 to 0.91 precision, and $2.1M estimated annual savings. Native support for BCBS 239, GDPR, DORA, and EU AI Act compliance.
Coming Soon | Research Paper Published
Partner With Us
Beta testing opportunities available for forward-thinking organizations.
Why Partner With GiDanc?
- Early access to cutting-edge AI validation technology
- Influence product development with your real-world needs
- Preferential pricing for beta partners
- Direct collaboration with our validation experts
Why Our Products Stand Out
Automation
AI Automation of repetitive tasks and processes is our specialty.
4D
Validated Framework
Every product is built on our patent-pending 4-dimensional validation model
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Continuous Monitoring
Real-time drift detection ensures AI stays aligned with your values
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Privacy-First
Designed with privacy, compliance, and ethical AI at the core