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JAMES AI SOLUTIONS — TOKEN BURN (v1.0.0)
Tag: AI INFRASTRUCTURE | Universal Access: ₹1 · $1 USD
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Know your LLM API bill before you deploy the code.

WHO IT IS FOR:
AI engineers, tech leads and startup CTOs

CORE DELIVERABLE:
Model API token costs, prompt caching economics and user subscription break-even thresholds.

HOW TO USE IN 4 STEPS:
1. Select model architecture or input custom token pricing per 1M tokens.
2. Enter typical input and output token counts per prompt transaction.
3. Set KV prompt caching hit rate and anticipated monthly query volume.
4. Review cost per query, cost per seat and minimum SaaS pricing floor.

SCOPE & LIMITATIONS:
A deterministic unit-cost model based on published API list prices. Network latency, embedding ingestion, and fine-tuning costs are not included.

INCLUDED ASSETS:
- START.html (Interactive offline standalone browser workspace)
- app.js, engine.js, style.css (Zero external dependencies)
- sample-workspace.json (Pre-loaded test data)
- LICENSE.txt (Single-organization perpetual usage license)
- README.txt (Deployment & keyboard shortcuts)

PRIVACY & DATA SECURITY:
100% client-side execution. Sensitive operational data never leaves your device.

Support: contact@jamesaisolutions.com | Website: https://jamesaisolutions.com
