📊 AI Analytics ROI Calculator

Quantify token savings, accuracy decay, and warehouse costs

ROI Analysis
2 (Simple) 30 (Medium) 60 (Complex)
100 2,500 5,000
AI Query Accuracy 17.1% vs 98.0% Semantic
Monthly API Tokens $53.75 86% Saved
Monthly Compute $2,564.75 93% Saved
Total Savings $2,483 Per Month

Cost Breakdown: Raw Schema vs. Semantic Layer ($/Mo)

📢

With 30 tables and 1,000 queries, raw schema querying causes a 17.1% accuracy cliff. Setting up a Semantic Layer keeps accuracy at 98.0% while saving $2,483/mo in combined token and compute overhead.