AI Readiness Checker
A short diagnostic that scores your data, people, process, and policy maturity — then suggests the first 90-day moves.
Free tools
A growing set of utilities and templates for teams planning, building, or operating AI systems. Everything here is free; the list will grow row by row.
These tools are in active development. Sign up below to be notified when each one is released, or suggest a tool you would like us to build.
Token Burn Estimator
Estimate monthly API cost across models, token volumes, and caching strategies before you commit.
Prompt Pattern Library
A curated set of reusable prompt patterns for extraction, summarization, classification, and reasoning.
MCP Connector Blueprint
A starter template for building an MCP server that connects an assistant to your internal API or database.
SLM Fit Calculator
Match a use case to the right-sized open model based on latency, privacy, accuracy, and cost constraints.
Want early access or have a tool idea? Open a conversation