01 / observe
Map the spend
Read every source signal: model calls, gateway traffic, agent traces. Attribute every dollar to teams, apps, users and cost centers.
AION prices covered AI traffic, routes it to the cheapest safe model, preserves cache affinity, compresses context only when safe and writes verified savings to a signed ledger. Conduit coordinates the coding agents and subscriptions you choose, with shared repository context, role budgets and human review across supported agent harnesses.
The thesis
AI waste hides across API, gateway and managed-provider paths, but the operating loop is the same. Observe the spend, route to the cheaper safe option, then write the verified delta to a ledger.
01 / observe
Read every source signal: model calls, gateway traffic, agent traces. Attribute every dollar to teams, apps, users and cost centers.
02 / control
AION routes each covered request to the cheapest safe model, preserves cache economics when switching would cost more, compresses safe context and enforces per-team budgets, signing the cost evidence on the same plane.
03 / verify
After the change or policy ships, a verifier replays the next billing cut and writes one event per validated dollar. Notional savings never reach billing.
AION · Enterprise AI Cost Control Plane
In-boundary beside your existing gateway: private, VPC or on-prem, with the client holding the keys.
01 / route
Every covered request goes to the cheapest safe model, and the router preserves cache affinity when a switch would cost more than it saves.
02 / guard
Context compresses only when safe, skipping whenever cache economics or tool ordering would break.
03 / prove
Per-team budgets enforce before spend lands, and an append-only ledger signs every verified dollar, row by row.
Try it for free to start your trial.
Conduit · Customer-controlled agent coordination
Run the engine on a workstation or an interactive cloud host. A supervisor plans, executors build in isolated worktrees and you stay the gate across the agent harnesses you choose.
01 / coordinate
Codex, Claude Code, OpenCode, Hermes Agent, OpenClaw and custom adapters connect through one durable engine that owns dispatch, identity, ordering and leases.
02 / ask
An agent in doubt pauses and asks its supervisor; the answer resumes the work. Rejected work never ships, and the final call is always yours.
03 / prove
Use lower-cost agents for routine work and reserve higher-cost agents for decisions that need them. Per-role cost carries its provenance and approved work merges with an audit trail.
See Conduit to see portable context and cost-aware coordination.
Two products, one thesis
Free trial
The signed savings and evidence ledger for enterprise AI: a CFO-auditable, per-row-signed record of what every covered agent and employee request cost, then routed to the cheapest safe model. AI traffic inventory, signed AIBOM, cache affinity, intelligent context compression, verified-savings ledger, in-boundary beside your existing gateway. Intelligent CPU-based routing, sidecar or air-gapped, private/VPC/on-prem.
Customer-controlled
Coordinate Codex, Claude Code, OpenCode, Hermes Agent, OpenClaw and custom agents through one engine in your environment. Give each agent a role, carry shared repository context across supported harnesses and control cost by choosing where each subscription is used. Run it on a workstation or an interactive cloud host.