Tajstack AI

Managed AI Control Infrastructure for High-Risk Enterprise Workflows

What Tajstack AI Is

Tajstack AI operates as a managed AI control layer governing when automation is allowed, refused, or escalated. The system enforces structured decision boundaries, confidence thresholds, and operational safeguards before AI is permitted to respond or act.

The objective is not output volume. It is correctness, traceability, and controlled automation under risk.

Control Layer Architecture

Input → Retrieval → Confidence Evaluation → Escalation Logic → Allowed / Refused / Escalated → Controlled Output

Every automated response passes through structured validation gates. Escalation is enforced when confidence is insufficient.

Core Capabilities

Retrieval-Augmented Generation (RAG) with structured decision gating
Confidence-based refusal and escalation enforcement
Multi-tenant AI control systems
Secure API infrastructure and audit logging
Governed workflow integration

Designed For

Support & operations automation
Finance & revenue workflow validation
Compliance and policy enforcement layers
AI second-layer validation systems

Enterprise Inquiries

For integration or partnership discussions:

taj@tajstack.org