Intelligence Systems Engineering
Transform from AI Tool Trap to Organizational Intelligence
70% of companies use AI tools
Only 10% see real returns
The problem isn't the AI—it's the missing intelligence architecture
Our Solutions
Platform
→Build AI systems that scale with context, maintain consistency, and deliver reliable decisions—without sacrificing engineering velocity.
Wisdom Layer
→PRO-Protocol framework for designing intelligence environments that generate emergent insights through multi-agent orchestration.
Cognitive Loop
→Integrate feedback mechanisms that enable true multi-agent collaboration instead of isolated tool usage.
Custom Solutions
→Need a tailored intelligence environment? Let's discuss your specific requirements and design a custom solution.
Our Solution: DIA Methodology
Design → Integrate → Align
Systematic approach to orchestrating human intuition, AI pattern recognition, and algorithmic optimization
DESIGN
How should human intuition, AI pattern recognition, and algorithmic optimization interact for emergent insights?
INTEGRATE
What feedback loops and semantic bridges enable multi-agent collaboration instead of isolated tool usage?
ALIGN
How do we detect drift and misalignment during runtime before it scales into catastrophe?
How It Works
AI System Assessment
Duration: 1-2 days
What You Get:
- ✓Analysis of current AI tool deployment
- ✓Identification of intelligence silos & misalignment risks
- ✓3-5 Quick Wins for better orchestration
- ✓Risk assessment report
Best For: Companies noticing AI tools underperform
Contact UsIntelligence Environment Design
Duration: 3-5 days
What You Get:
- ✓Complete intelligence environment architecture
- ✓Multi-agent interaction design
- ✓Feedback loop definition
- ✓Implementation roadmap
Best For: Scale-ups with siloed AI tools
Schedule ConsultationFull System Architecture
Duration: 4-8 weeks
What You Get:
- ✓AI strategy redesign (tool deployment → designed intelligence)
- ✓C-Level workshops
- ✓Multi-agent system implementation
- ✓Quarterly runtime reviews
Best For: Enterprises in regulated industries
Request ConsultationHow ZUNFT.AI Works With Your Team
Our proven 8-week process takes you from scoping to production deployment with full observability.
Scoping & Architecture Design
- →We analyze your AI use case (LLM-as-Judge, autonomous agents, decision systems)
- →Design your context structure and reasoning frameworks
- →Define success metrics and observability requirements
Integration & Deployment
- →Connect to your LLM providers (OpenAI, Anthropic, Azure)
- →Deploy PRO-Protocol reasoning layer to your infrastructure
- →Set up Intelligence Layer for context management
- →Configure observability dashboards and monitoring
Production Rollout
- →A/B test reasoning strategies against your baselines
- →Activate Cognitive Loop for continuous learning
- →Train your team on framework management
- →Monitor and optimize decision quality
Self-Improving System
- →Your system learns from production outcomes automatically
- →Frameworks refine based on real-world performance
- →Your team iterates on reasoning strategies
- →Full transparency into all AI decisions and improvements
Ready to Design Your Intelligence Environment?
Stop deploying tools. Start designing intelligence.
Schedule Intelligence Assessment