01 / Technology
Core Technology Layer
Proprietary orchestration stack built for production, not demos.
LangGraph Control Flow
Cyclical graphs for complex, state-heavy workflows. We manage state transitions to prevent hallucination loops.
Multi-Agent Orchestration
AutoGen and custom orchestration layers for distributed problem solving with specialized agent roles.
Persistent Memory
SQL-graph memory stores that survive sessions. Your agents remember context across conversations and tasks.
Security Rails
VPC-isolated deployment, PII detection, topic boundaries, and hallucination checks baked into every agent.
Tool Use & APIs
Native integrations with your enterprise stack — databases, APIs, file systems, and third-party services.
Custom Orchestration
Our proprietary Titan Core-Orch engine for sub-second latency and sovereign data containment.
02 / Comparison
The Production Reality
Why standard “wrappers” fail in enterprise settings.
| Capability | Generic Wrapper | Titan Agent |
|---|---|---|
| State Management | Session-only / Volatile | Persistent SQL-Graph Memory |
| Execution Control | Linear chains (prone to stalls) | Cyclic re-planning & error recovery |
| Security Protocol | Public API endpoints | VPC isolated / SOC 2 compliant |
| Custom Tooling | Standard plugins only | Native enterprise API integrations |
| Deployment | Cloud-only, shared infra | On-prem / private cloud / hybrid |