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Models and cost

Cost optimization

Every agent has a cost tab: cost per request by day or week, the latest transactions and every lever in one place. Each turn records the tokens it used, what it cost and which key served it, so the bill can be reconciled with the provider's console.

Available

See what every request costs, and pull the levers that lower it.

At a glance

  • Cost per request over time, per agent and organization
  • Prompt caching, shorter answers, history length and retrieval settings
  • Reports exported as Excel, CSV or PDF
  • Monthly cost statements per agent

How it works

The levers

Turn on prompt caching for agents with steady traffic, ask the agent to lead with the answer after the first exchanges, send only the knowledge a question needs, and keep fewer past messages. The tab measures your own traffic before recommending a setting.

  • ✓Prompt cache lifetime chosen from real traffic
  • ✓Response brevity with safety notes never cut
  • ✓Smart or keyword knowledge retrieval

A ledger you can audit

Tokens remain the customer's unit, and each ledger line also carries what the turn cost the platform. Organization administrators see their own usage; platform administrators also see the dollar cost and price version.

  • ✓Tokens used, taken and saved by caching
  • ✓Usage visible per agent and per organization
  • ✓Statements frozen at month close

Related capabilities

  • Choose the model, or let Auto chooseSeveral AI models per agent, without changing anything for those that use one.
  • Plans for your customersSell AI allowances to your own customers, by the month.
  • Internal CRMCustomers, quotations, invoices and approvals in one place.

← All capabilities

Want to see this in action?

We will walk you through it with your own data and your own channels.

Book a demoContact us
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TALOS MaiNDIntelligent Middleware

Transform customer conversations into business intelligence with AI-powered middleware solutions.

info@iconplatforms.com
+30 212 212 3970
58 Leoforos Kapodistriou, Nea Ionia, 15237, Athens, Greece

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