Broad library of ERP, accounting, storage, and LLM integrations
Cons
Model weights are not freely commercial: a modified OpenRAIL-M license caps free use at under $5M funding/revenue and requires paid licensing above that
Best accuracy needs a GPU plus a local inference server (vLLM via Docker, or llama.cpp on CPU/Apple Silicon), adding setup
Very complex layouts with nested tables and forms may still convert poorly
The built-in API server is explicitly basic and not intended for large-scale production use
Per-block usage pricing can be hard to predict at scale
Key features (classification, ERP connectors, compliance) are gated to paid tiers
Growth and Enterprise pricing is quote-only, not published
Starter plan caps at 3 users
Breadth of features can mean a learning curve for simple extraction-only needs
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