Bol.ai vs Topos

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.

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt.

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 Topos

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt. The Problem: Agents generate code faster than humans can review it. The Threat: The agentic spray problem, without structural guardrails, agentic speed is automated entropy: duplicate modules, fragile abstractions, and review fatigue that merges things no one actually understands. What Topos Does: Parses code into graph representations and scores three independent structural pillars, awarding a Quality Medal per file: Bronze, Silver, Gold, or Slop.