Free AI Health Check · New
Assess observed AI workflow failures, retries, p95 latency, costs and public MCP tool descriptions locally, then request free preliminary triage.
Open resource →ACORN GLOBAL · PUBLIC TOOLS
Free tools for real AI operations
Practical, transparent resources. No account, no tracking form and no invented benchmark results.
ACORN FREE · Public infrastructure
Open the no-payment portal: diagnostics, API discovery and local permissions checks.
Open resource →ACORN Visual Studio · Local website workshop
Design, inspect and preview projects locally, with no automatic production deployment.
Open resource →Explore ACORN experiences
Find existing ACORN public pages, services and specialized tools.
Open resource →AI cost estimator
Estimate monthly inference costs using your own usage and pricing assumptions.
Open resource →AI value recovery guide
Learn how to measure workflow waste, latency and reliability.
Open resource →Enterprise AI services
Explore provider-neutral engineering and AI workflow services.
Open resource →Need help implementing improvements? Explore ACORN services.