Bol.ai vs Mirrors

Stop retyping Bills of Lading. Upload a BOL as PDF, scan or photo and get structured data in seconds, parties, ports, containers, weights. JSON, CSV & API.

Mirrors rebuilds the systems your AI agents call and replays real sessions against every prompt, tool, or model change before it reaches production.

About Bol.ai

Stop retyping Bills of Lading. Upload a BOL as PDF, scan or photo and get structured data in seconds, parties, ports, containers, weights. JSON, CSV & API. The Bill of Lading is our specialty, and we read the documents that travel with it. Built for the daily reality of freight forwarders and customs brokers: stacks of carrier BOLs that someone has to key into the system. Every container number is checked against its ISO 6346 check digit, dates and weights against plausibility rules, suspect fields are flagged, never silently wrong.

About Mirrors

Mirrors rebuilds the systems your AI agents call and replays real sessions against every prompt, tool, or model change before it reaches production. Schema, seed data, and tool behavior mined into a runnable copy of the systems your agent calls, including the internal tools nobody will give you a test instance of. Every change is tested against past sessions before it merges. The Replay screen diffs each recorded production call against its counterpart in the environment, so you can see where the two agree and where they drift before you trust it with a merge gate.