In development
Thoth: Multi-LLM AI Router for Security Operations
When one model isn't enough. Thoth routes security workflows across multiple AI providers and our own fine-tuned models — picking the best response for each task, with security-tuned defaults and observability built in.
Capabilities
Designed for security workflows, but useful anywhere multi-model AI routing matters.
Multi-provider routing
Route requests across Anthropic Claude, xAI Grok, OpenAI, and self-hosted fine-tuned models. One API, many backends. Switch providers without rewriting your application.
Best-response selection
Send the same request to multiple models and select the best response based on configurable scoring — confidence, safety, citation completeness, latency, cost. The decision is auditable, not opaque.
Automatic fallback
When a provider is rate-limited or down, Thoth fails over to your next-best configured model without dropping the request. No more single-provider outages taking down your AI workflow.
Security-tuned defaults
Out of the box, Thoth ships with response filters for prompt injection, jailbreak attempts, and credential leakage — derived from our LLM Red-Team Framework's adversarial test corpus.
Observability built in
Every request logged with provider, model, latency, token counts, cost, and selection rationale. Plug into your existing SIEM or observability stack.
Cost controls
Set per-key, per-route, and per-tenant budgets. Hard caps prevent runaway costs from misbehaving agentic workflows. Soft caps trigger alerts before you hit the wall.
How Teams Use Thoth
Analyst workflow assistant
Pair a security analyst with an AI that can pull from threat intel, MITRE ATT&CK, and your own incident history. Thoth routes to whichever model handles the task best — long-context summarization, code reasoning, or natural-language search.
Agentic security operations
Multi-step agents that triage alerts, enrich IOCs, draft incident notes, and propose containment actions — with the AI model selection picked per step. Reasoning-heavy steps go to one model; format-heavy steps go to a faster one.
Vendor independence
Don't lock your security operation to a single AI provider's pricing or roadmap. Thoth lets you swap providers per-route, per-environment, or per-tenant without touching application code.