Token Efficiency / LLM Support / Data Augmentation

Calculate Your Savings

Card Network typically cuts agent context windows 60-80% and reduces support burn 30-50% within 60 days. Plug in your real numbers, get a savings band and a recommended Magic Sprint tier.

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Total monthly volume across human and AI agents.

Loaded cost assumed at $50/hr.

All LLM + embeddings + hosted retrieval combined.

Tickets resolved without a human. Card Network typically lifts this to 75%.

Your Estimate

Annual Savings Band

Support burn saved

$0

Calculated from human-agent time saved at 35% deflection lift.

AI bill saved

$0

Token-spend drops 60-70% after authoring-time pre-chunking.

Total annual savings

$0

Recommended Magic Sprint

Custom Small

$30K-$60K. Payback band shown below.

Payback: 0 months

See Sprint Pricing

Methodology

Support burn savings: monthly tickets × deflection lift (assumed 35 percentage points) × agent minutes × loaded cost ($50/hr) × 12 months. AI bill savings: monthly AI cost × 65% reduction (typical when context windows shrink from 8K to 2K tokens) × 12 months. Sprint tier mapped on total annual savings: under $80K = Small, $80K-$300K = Medium, $300K-$800K = Large, over $800K = Enterprise. Source: Card Network Business Plan v2 §2 + §4.

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