How Forge Works

The result should be measurable.

Forge measures against the customer’s agreed no-Forge baseline. Only evidenced savings are treated as shareable savings under the standard model.

Proof is designed to connect the economic claim to observable customer evidence: the baseline path, the Forge-enabled path, equivalent workload and the agreed quality requirement.

Context-specific Forge diagram for this page.

A real baseline

The customer retains the existing AI-provider pathway. That pathway is used as the reference point for economic comparison and as a continuity option.

Travel workloadCERT-TRAVEL-001
77.4%fewer tokens
97.7%lower direct AI cost
99.9%exact quality with Forge

Observed exact quality

Standard AI
100.0%
Forge
99.9%

Quality difference: −0.1 percentage point.

77.4%token reduction
97.7%direct AI cost reduction

What can be compared

Cost, latency and quality are evaluated on comparable requests and agreed periods so savings evidence stays tied to the outcome the customer actually requires.

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Cost

Provider charges and effective transaction economics.

Review comparable provider cost for equivalent workload and agreed periods.

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Latency

Operational response performance.

Latency remains part of qualification; savings do not excuse unacceptable performance.

✓

Quality

Required outcome acceptance.

Use the customer’s defined acceptance method, including optional direct adjudication.

Next step

See where Forge could fit your AI environment.

Start with a high-level qualification conversation. No sensitive or confidential information is required.

Let’s Talk →