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Solutions · AI and agent APIs

Let coding agents quote your API the way you bill it.

Coding agents suggest APIs mid-task and read pricing pages quickly and loosely. Atlas publishes your token, credit and per-call prices with included usage and overage, so the quote matches the invoice.

A request past your approval threshold would come back as approval required, for a person to decide.

The problem

Where agents get API pricing wrong

  • Tokens, credits and calls

    Each product bills in its own unit. Agents convert between them and get it wrong.

  • Included usage, then overage

    The plan covers the first part and the rest costs extra. Scraped pages lose where one ends and the other starts.

  • Prices that change often

    New models and price changes ship often. Agents quote whatever version they read last.

  • Enterprise above a volume

    Large commitments get a negotiated rate the page never shows.

Example

A price change agents cannot miss

Every quote names the catalog version it was priced from. Publish a new price, and the next quote uses it.

One price change, two catalog versions

Sample seller

Fernwell AI · inference API

LineCatalog v8Catalog v9
Tokens, per 1M$3.50$3.00
Dedicated endpoint, per month$400.00$400.00
Quote for 200M tokens and the endpointq_1f09 · $1,100.00q_2b77 · $1,000.00

One publish moved every agent to v9, on every protocol your plan serves. The earlier quote still names v8 and its price, so it is clear which price applied.

In Atlas today

How Atlas handles the rest

In your pricingHow Atlas handles it
Tokens, credits and callsMetered components in your own units. Credit packs and fixed fees as flat or one-time lines.
Included usage and overageGraduated tiers: a $0 first tier for what the plan includes, then the overage rate.
PlansOne offer per plan, each with its own components and terms.
Noisy agentsPer-key rate limits and monthly query caps, so one agent cannot use up your included queries.

Every seller

What you get whatever you sell

  • Signed quotes

    Every quote is signed and says binding: false, so a buyer can check it without a key in the quote checker.

  • Approval above your limits

    Over your threshold, a quote comes back as approval required, and your deal desk decides once the buyer submits it. The agent never learns where your limit sits.

  • Your billing stays in charge

    Approved quotes hand off to your billing system, which charges the buyer. Stripe, Chargebee, HubSpot and a signed webhook work today. Integrations

Sandbox serves your catalog on MCP with quotes marked as a rehearsal. Pro serves it live on MCP, UCP, ACP, A2A and UAP. Start with a readiness score out of 100 and the gaps an agent would hit on your current page.