01 / observe
Map the spend
Read every source signal: cloud bills, model calls, agent traces. Attribute every dollar to teams, apps, users and cost centers.
AION prices covered AI traffic, routes it to the cheapest safe model and writes the verified savings to a signed ledger. CloudScout controls cloud waste and verifies savings in the same private ledger.
The thesis
Cloud waste and AI waste hide in different systems, but the operating loop is the same. Observe the spend, route or recommend the cheaper option, then write the verified delta to a ledger.
01 / observe
Read every source signal: cloud bills, model calls, agent traces. Attribute every dollar to teams, apps, users and cost centers.
02 / control
Recommend an IaC PR (CloudScout). AION routes each covered request to the cheapest safe model 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
Four pillars across the AI traffic enterprises already pay for.
01 / inventory
Inventory the AI traffic AION observes across the API, gateway and managed-provider paths it sits beside and surface unmanaged usage there.
02 / attest
AI Bill of Materials per covered agent. Models, providers and per-request cost. Signed and append-only.
03 / verify
Every saved dollar tied to an observed traffic event and a replay-hashed receipt before it reaches an invoice. Notional savings never bill.
04 / route
Route each covered request to the cheapest model that handles the prompt, enforce per-team budgets and write the verified savings to the ledger.
Join the AION waitlist for early access.
Two products, one pattern
live · pilot
AWS waste, found and verified in your ledger. Three agents read your CUR + describe APIs, draft IaC PRs, and replay the next billing cut to verify each saved dollar before invoice.
Learn morewaitlist open
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, verified-savings ledger, in-boundary beside your existing gateway. CPU-first, sidecar or air-gapped, private/VPC/on-prem.
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