Enterprise AI Engineering Tools
Transparent, client-side engineering and financial calculators with zero tracking and zero server-side parameter dispatch.
RAG Cost Calculator
Model monthly vector storage, embedding tokens, inference volume, and caching return across enterprise document pools.
LLM Token Cost Estimator
Compute daily, monthly, and annualized inference budgets based on prompt/completion ratios and prompt cache hits.
AI Use Case Prioritiser
Map candidate AI initiatives into Quick Wins, Strategic Bets, Experiments, or Defer based on business value and risk.
Build vs Buy Calculator
Evaluate commercial SaaS AI platform subscriptions against internal gateway engineering investments over a 3-year horizon.
AI Readiness Diagnostic
Benchmark your enterprise against the 5-stage production readiness maturity matrix across 12 dimensions.
Graph Engineering Platform
Five working AI agent skills connecting source-code graphs, architectural decisions, and durable Obsidian memory.
The Enterprise AI Production Checklist
A rigorous 50-point engineering, security, and FinOps verification gate before promoting Generative AI and Agentic systems to live enterprise traffic.