Bol.ai vs Introducing Langy

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.

Langy is an automated AI engineer inside LangWatch: it reads your traces, writes Scenario tests and evaluations, opens PRs, and proves every fix in your CI.

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 Introducing Langy

Langy is an automated AI engineer inside LangWatch: it reads your traces, writes Scenario tests and evaluations, opens PRs, and proves every fix in your CI. It is a full coding agent: it reads your production traces, writes Scenario tests and evaluations against what it finds, connects to your GitHub, opens a pull request on your actual codebase, and proves the change by running the simulations it wrote in your CI. You talk to it where your evaluation results already live, and what comes back is a diff with green checks attached.