Tikoly was built to solve a problem every agent maker encounters: LLM token pricing is opaque. Providers advertise per-token rates, but real-world costs depend on context accumulation, caching behavior, reasoning depth, and model selection — variables that shift with every task.
What Tikoly is built to do
Tikoly combines a real-time telemetry pipeline, durable workflow orchestration, and double-entry accounting into a single platform for agent-native LLM consumption.
Agent-first approach
Traditional LLM providers treat agents like power users of a chat interface. Tikoly treats agents as first-class workloads:
- Durable execution: Workflows survive node failures
- Real-time telemetry: Token usage streams in under 10ms
- Predictable pricing: Pre-paid token packages with no surprise overages
Roadmap
Currently in private beta. v1.0 will include 15+ model providers, the tikosim CLI simulator, live dashboards, and three token package tiers.
Partner with Tikoly
Tikoly partners with model providers, data centers, and agent platforms to deliver transparent LLM token economics. Reach out for integration partnerships, enterprise licensing, or reseller programs.