AI-Agent Pricing and Packaging Proposal

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178.

Use When

• The AI-agent product or service is being priced for the first time, repriced, or repackaged.
• The buyer expects a defensible pricing structure that survives CFO and procurement scrutiny.
• The proposal must address per-resolution, per-outcome, per-step, per-agent, hybrid, or success-based pricing.
• Vendor model-call cost behaviour is volatile and the agency needs cost-pass-through with a margin floor.
• The competitive set includes vendors who quote "per resolution" without defining what a resolution is, or quote a per-seat licence as if the agent did not consume tokens.

Do Not Use When

• The pricing is for a non-agent SaaS or AI feature (use saas-pricing-and-packaging-proposal or ai-on-saas-pricing-and-packaging-proposal).
• The engagement is fee-for-service AI consulting with no recurring agentic operations.

Required Inputs