AI Finance Audit Hub
Expert-grade calculators for the 2026 AI Economy.
Surface spend, redundancy, and modules at a glance.
Default Audit Stack
Common team bundle for quick audits.
Three steps for first-time audits.
Estimated from redundancy and routing optimization.
Jump straight to the most-used tools.
Phase 1: Audit & Discovery
Live Model Value Matrix
Real-time AVI (Cost per Performance Unit) tracking.
Subscription Consolidator
Identify redundant AI tool seats and calculate savings.
Phase 2: Strategy & Planning
API TCO Estimator
Project total ownership costs including fine-tuning.
Agent Run-Cost Predictor
Audit Voice AI spend (Vapi/Bland) vs Self-Hosted.
Phase 3: Execution & Optimization
API Cost Actuary & Router
Simulate high-volume routing strategies and cache savings.
Expert Migration Actuary
Triple-track analysis for migrating from OpenAI to DeepSeek/Gemini.
Anomaly Detection Lab
Real-time billing spike detection & FireWatch simulation.
Phase 4: Advanced Engineering
Prompt Squeezer
Minify prompts to reduce token usage without quality loss.
Batch Mode Savings
Compare standard vs. Batch API (50% off) pricing.
Self-hosted vs API
Break-even analysis for hosting Llama 3/4 locally.
AI Learning ROI
Calculate return on investment for AI certifications.