Frequently Asked Questions

AI at Cost is a multi-model AI platform designed to give teams and operators full control over AI usage and spending. Instead of forcing everyone into one AI model and one pricing plan, AI at Cost lets you choose the right AI model per task, control usage with roles, quotas, and budgets, track usage with transparent token pricing, and pay only for what you actually use.

This is AI infrastructure, not a consumer chatbot.

AI at Cost is designed for:

• Solo founders who want predictable AI costs
• Teams that need shared access with limits
• Agencies and operators managing multiple users
• Families exploring AI safely, with Family Shield Mode

The goal is simple: use AI where it makes sense — and stop paying for waste.

No. AI at Cost is an independent platform and is not affiliated with OpenAI, Anthropic, or any AI model provider. We provide AI services through licensed APIs, with a focus on cost transparency, usage control, and responsible access.

Our initial release focuses on the essentials:

• Single chat interface
• Model selector per message
• Accounts and user roles
• Token-based billing and quotas
• Basic AI usage dashboard

We are intentionally building focused, reliable AI cost management tools — not bloated features.

Not all AI models are equal — and they shouldn’t cost the same. Some models are more accurate but expensive. Some are faster but less detailed. Some are better suited for writing, summarising, or analysis. Some are safer and more restricted for family use.

AI at Cost lets you select a model per message, so you’re never forced to pay premium prices for simple tasks. This flexibility is the foundation of cost-effective AI usage.

Yes. Model choice is per-message, not per-conversation. The picker shows the per-token rate at the point of use, so the cost trade-off is visible before you send the request.

Yes. Model access is governed by role. You can restrict the reasoning class to senior accounts, leave the balanced and fast classes open to everyone, and gate Family Shield Mode for child accounts.

AI at Cost includes account-level usage limits, per-user quotas, model access restrictions, and clear usage reporting by user and model. Quotas can be set in tokens, dollars, or messages — whichever is most natural for your workflow.

These features give owners and operators predictable AI spending — with no surprises.

You choose. The defaults are:

• Soft cap — user is warned and asked to confirm further usage
• Hard cap — further requests are blocked until the next period or admin reset
• Downgrade — requests automatically route to the cheapest model class instead of blocking

Yes. Budgets stack: per-user quotas roll up into a workspace ceiling. You’ll see live progress against both, with alerts at 50%, 80%, and 100% by default.

Yes. Reporting is two-axis by default: per-user and per-model. You can see who’s using what, what each request cost, and how the distribution shifts over time.

AI should be powerful — and responsible. Family Shield Mode allows parents to give kids access to AI while maintaining control: daily AI usage limits, restricted AI models, topic and safety filters, and clear boundaries without surveillance.

No. Family Shield Mode is built around boundaries, not surveillance. Parents see usage volume and which models were used — they do not see the contents of conversations.

Yes. Each child account has its own daily limit, allowed model list, and topic filter profile. Rules can be tightened or relaxed independently.

AI at Cost uses transparent token-based billing. Each model class has a published per-million-token rate, visible at the point of use and in your billing dashboard. You pay only for what you actually use — no minimums, no per-seat lock-in.

Pricing is published. Our rates include a transparent platform margin on top of provider costs, disclosed in the pricing page. The point of the platform is cost transparency — we won’t undermine that with hidden markups.

Yes. Per-request billing data can be exported as CSV or pulled via API, broken down by user, model, and period. This is core to AI at Cost — your data, your reporting.

AI at Cost is currently in active development. We’re opening early access to users who care about AI cost transparency and control. Join the waitlist to be invited as we open up cohorts.

Use the form on the homepage. We’ll be in touch as we open access — no spam, unsubscribe anytime.