Personal AI gateway for OpenClaw – tokenomics
OpenAI-compatible proxy with PII masking and token budgets—but LiteLLM, Helicone already do this.

Change one base_url to tokenize PII — blocks requests if the service is unreachable.
Enterprise developers, compliance teams, healthcare and finance apps
Nightfall · Microsoft Purview · Private AI
OpenAI-compatible proxy with PII masking and token budgets—but LiteLLM, Helicone already do this.
Multi-model LLM router with semantic cache, but caching+fallback already exist (Anthropic, LangSmith, Unify).
SLM classifiers compress context based on tool call intent before LLM sees it.
Wire-protocol circuit breaker for agents when LangSmith costs too much.
Reversible tokenization for LLM prompts, but this exact problem has competing solutions.
Zero-code LLM firewall; heuristics under 1ms, optional Groq semantic layer.