I will optimize ai agent costs with typesafe jev ai

Running GPT, Claude, or other large language models for every classification, routing, scoring, or workflow decision can make AI agents slow and expensive.

I will optimize your AI agent using TypeSafe Jev AI, a System One decision model designed for fast structured decisions.

I can identify LLM calls that do not require full generative reasoning and move suitable tasks to Jev, while keeping GPT, Claude, Gemini, or other models for complex work.

I can optimize:

• AI agent routing
• classification and scoring
• tool selection
• escalation decisions
• workflow branching
• validation and QA decisions
• n8n or custom AI workflows

You receive a clearer hybrid architecture designed to reduce unnecessary LLM calls, improve latency, and scale more efficiently.

Supported stacks can include Python, Node.js, OpenAI, Claude, Gemini, n8n, MCP, APIs, and custom agents.

Please message me for complex production systems before ordering.