Pricing Transparency

What AI automation engagements actually cost, with the math on retainers, pilots, and recovery.

5 articles

What an AI agent costs in 2026

Audit fees, pilot costs, monthly retainers, hidden integration tax, and platform alternatives. The full pricing map for AI agent engagements in 2026, with numbers nobody else publishes.

May 20266 min read

Pricing Transparency

AI agent total cost of ownership: the line items most teams miss

Beyond the LLM token bill. Engineering time, integration cost, monitoring, drift detection, operator escalation, vendor relationships. The full TCO math for a production AI agent in 2026.

May 20265 min read

Pricing Transparency

The integration tax: budgeting for connectors when you adopt AI automation

20% to 40% of any AI agent engagement is connector work. CRM, helpdesk, billing, identity, document storage. The integration tax is real, predictable, and often missing from agency proposals.

May 20265 min read

Pricing Transparency

Token cost forecasting: how to budget agent spend before it surprises you

The three-tier forecasting model that prevents 4x cost spikes. Per-task cost ceilings, monthly burn budgets, and what to do when a vendor rate change blows through your forecast mid-month.

May 20264 min read

Pricing Transparency

Why AI automation agencies hide pricing (and what it costs you to play that game)

A pattern: every agency in the AI automation space refuses to publish rate cards. The discovery-call gate adds 20-40% to closing time, distorts your shortlist, and signals weak conviction. This post breaks down why it persists and what the alternatives look like.

May 20265 min read

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