A working gateway does not automatically justify a long-term inference commitment.
The buyer wants cost flexibility while the commercial agreement needs enough certainty to support unified billing.
Who you’d be doing this for
“The gateway is fine, but finance wants to know what we’re committing to before they sign anything.”
Dwi Tran · AI Platform Engineer
Runs the prospect’s production model integrations and must defend routing choices to finance and procurement.
What is at stake
An active gateway deployment could be displaced before a $180,000 annual commitment reaches procurement. You have to weigh flexible token demand against a commercial structure the buyer can approve.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- token flexibility vs committed spend
- active usage vs commercial proof
- partner leverage vs direct platform scope
- month-end urgency vs durable terms
Why Cloudflare
AI Gateway and Workers AI now share a billing path, making the commercial structure part of how AI application teams consolidate inference spend.
Written with these in mind
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This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.