Before Forge
Inference cost / workload$1.825398
Exact quality83.04%
Total tokens6,638,652
→See How It WorksExplore the overview
Learn More About Our Approach
PROOF, NOT PROMISES
Clear evidence of cost, quality and operational results.
Forge measures performance against your existing AI pathway, giving you transparent proof and ongoing visibility.
Explore Proof & Verification →WORKLOAD - LEGAL DOMAIN i
Workload - Legal Domain
Certification: CERT-LEGAL-004
5,000 / 5,000 completed through LGL10000
Standard exact: 4,152 / 5,000 (83.04%)
Forge exact: 4,857 / 5,000 (97.14%)
Quality advantage: +14.10 percentage points
Standard tokens: 6,638,652
Forge tokens: 795,377
Token reduction: 88.02%
Inference-cost reduction: 88.01%
→With Forge
Inference cost / workload$0.218887
Exact quality97.14%
Total tokens795,377
Aggregated Forge Results
88.01%lower inference cost
+14.10percentage points higher exact quality
88.02%fewer tokens
✓Verified savings against your baseline✓Required quality improved✓No disruption to your existing environment
INTELLIGENCE. SHARPENED.
The AI You
Already Use.
Sharpened.
Forge Intelligence Layer helps organizations reduce AI cost, protect or improve quality, and expand capacity without requiring them to replace the provider systems they already use.
Measurable commercial value
Reduce AI operating cost by improving efficiency and eliminating unnecessary spend.
Explore Business Value →Protect quality and outcomes
Maintain or improve required outcome quality through measured, accountable optimization.
Explore Quality & Proof →Expand capacity with confidence
Handle more work, more intelligently, within the same or lower cost envelope.
Explore Capacity →Reduced resource impact
Reduce the compute burden associated with AI, along with attributable energy, water and emissions impact.
Explore Resource Impact →HOW FORGE WORKS
Simple setup. Automatic optimization. Built-in continuity.
Your Application
↓Forge Intelligence Layer
↓Forge Core
↓Your AI Provider
PROOF, NOT PROMISES
Clear evidence of cost, quality and operational results.
Forge measures performance against your existing AI pathway, giving you transparent proof and ongoing visibility.
Workload - Legal Domain ⓘ
CERT-LEGAL-004
5,000 / 5,000 completed through LGL10000
Standard exact: 83.04%
Forge exact: 97.14%
Quality advantage: +14.10 percentage points
Standard tokens: 6,638,652
Forge tokens: 795,377
Token reduction: 88.02%
Inference-cost reduction: 88.01%
5,000 / 5,000 completed through LGL10000
Standard exact: 83.04%
Forge exact: 97.14%
Quality advantage: +14.10 percentage points
Standard tokens: 6,638,652
Forge tokens: 795,377
Token reduction: 88.02%
Inference-cost reduction: 88.01%
Before Forge$1.82539883.04% exact quality6,638,652 tokens
With Forge$0.21888797.14% exact quality795,377 tokens
88.01% lower inference cost+14.10 pp higher exact quality88.02% fewer tokens
Explore Proof & Verification →BUILT ON A STRONGER FOUNDATION
Coherence. Restraint.
Accountability. Proof.
Forge was born out of a broader commitment to safer, more coherent and more sustainable AI. That same foundation informs its commercial expression.
Learn More About Our Approach →- Designed for real enterprise use
- Independent and provider-agnostic
- Measurable and commercially aligned
- More efficient AI for a more sustainable future