Standard AI
Avg. Tokens / Transaction9,867
Cost / transaction$0.00244
Required quality98%
Why Forge
Savings only matter if the outcome still works.
Required outcome quality is a governing constraint. Forge measures cost, quality and operational performance against the customer’s real baseline.
The quality view complements the economic view. A customer should be able to see not only whether a result cost less, but whether it still met the acceptance standard that mattered to the business.
Proof, not promises
Forge uses the customer’s existing AI pathway as a real reference point. A Proof Audit compares selected equivalent requests so economic and quality differences can be measured.
IT Service ManagementCERT-IT-001
67.4%fewer tokens
68.9%lower direct AI cost
98%required quality maintained
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With Forge
Avg. Tokens / Transaction3,216
Cost / transaction$0.000758
Required quality98%
Customer Quality Assurance
Customers can add direct human adjudication when quality matters enough to warrant explicit review. The same PASS / CORRECT / FAIL taxonomy can be used across samples so customer judgment remains simple, consistent and auditable.
PASS
Acceptable as-is.
CORRECT
Useful elements are present, but changes are required before acceptance.
FAIL
Unacceptable and requires rework or a new response.
Next step
See where Forge could fit your AI environment.
Start with a high-level qualification conversation. No sensitive or confidential information is required.