# Parabola vs. Docsumo

> Parabola vs. Docsumo: Docsumo is a document data extraction tool. Parabola extracts and then reconciles, applies rules, and produces the exception queue.

Source: https://parabola.io/parabola-vs/docsumo

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## TL;DR

Docsumo turns documents into data. Parabola turns documents into a finished process.

- **Scope:** Extraction is the product for Docsumo, and step one for Parabola.
- **The rest of the job:** Reconciling extracted values against your systems, applying rules, and putting exceptions in front of someone.
- **Where Docsumo genuinely wins:** Focused accuracy on a specific high-volume document type.
- **Bottom line:** Pick Docsumo when you need structured data out of documents. Pick [Parabola](/) when you need the outcome that data feeds.

## The handoff problem

Point extraction tools create a handoff. Data comes out, and then somebody — often a spreadsheet, sometimes an engineer — has to take it the rest of the way: match it, check it, decide what happens to the rows that do not fit.

Every handoff is a place the process can rot. The extraction keeps working while the spreadsheet around it drifts, and the person who understood the glue leaves.

Parabola removes the handoff by putting extraction inside the process. The same Flow that reads the document reconciles it, applies the rules, and produces the exception queue, with row-level tracing back through every step.

## Parabola vs. Docsumo at a glance

| Dimension | Parabola | Docsumo |
| --- | --- | --- |
| Extraction | AI import steps, inside a Flow | The core product |
| What happens next | Reconciliation, business rules, exception routing, output | Handed off to you |
| Business rules | Each step is generated for the logic you described | Out of scope |
| Output | An Artifact — an interactive, shareable app built from the Flow's data | Structured data |
| Traceability | Row-level data tracing back through every upstream step | Extraction confidence and review |

## Which one is right for your team

Choose Docsumo when structured data out of a specific document type is what you need, and the downstream process already exists.

Choose [Parabola](/) when the downstream process is the part that is manual today.