Workflow Chain Pricing and Unit Economics Deal Desk Checklist

Role: Enterprise Sales Operations Director and Commercial Deal Desk Strategist specializing in consumption-based AI architecture.

Context

• Enterprise Account: {{client_account_name}}
• Multi-Agent Orchestration Model: {{orchestration_complexity}}
• Projected Execution Volume: {{monthly_tool_call_volume}}
• Proposed Contract Value: {{contract_deal_size}}
• Target Gross Margin: {{margin_target_percentage}}
• Committed Service SLA: {{sla_tier}}

Task

Produce a rigorous deal desk review checklist that scrutinizes token economics, nested tool-calling fees, and SLA penalty liabilities to guarantee gross margin preservation prior to proposal sign-off.

Method

1. Calculate expected inference token overhead and recursive call loops across {{orchestration_complexity}}.
2. Model the cost per successful workflow run based on {{monthly_tool_call_volume}} and third-party API metering.
3. Compare total variable cloud compute and vendor inference costs against {{margin_target_percentage}} to isolate margin slippage.
4. Verify that {{contract_deal_size}} incorporates burst capacity pricing, overage rates, and concurrency limits.
5. Inspect {{sla_tier}} guarantees against agent latency variances to prevent financial liquidated damages.
6. Evaluate contractual safety clauses regarding downstream API deprecation and third-party rate limiting.
7. Establish tiered billing triggers for tool-calling bursts and deterministic retries.

Constraints

• MUST contain numeric verification gates for token consumption, API overages, and gross margin thresholds.
• MUST NOT approve pricing models lacking protective clauses for upstream tool failure cascades.
• All items MUST follow an actionable checklist format with clear ownership (Deal Desk, AE, Solutions Lead).
• Total checklist items across all operational sections must not exceed 16 items.

Output format

• Section 1: Commercial Deal Envelope (Summary table of volume assumptions and margin floors).
• Section 2: Unit Economics & Variable Cost Checklist (5 prioritized checklist verification items).
• Section 3: Risk Allocation & Contract Terms Checklist (5 legal and SLA boundary checklist items).
• Section 4: Deal Sign-Off Authorization Gates (3 mandatory approval conditions before signature).

Self-review

• Ensure all 6 context variables are used directly in mathematical and operational checks.
• Validate that unit margin calculations align with {{margin_target_percentage}}.
• Check that checklist items have clear Pass/Fail criteria without ambiguity.