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Documents Are Just Inputs. Your CRM Needs the Output

DEV Community·Scanny AI·6 months ago
#POqMEOSl
#programming#python#api#documents#structured
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In many workflows, documents are treated as the final step.

A file is received, stored, and considered complete.

But this approach misses a key point.

Documents are not the end of the process.

They are the beginning.

Understanding Documents as Inputs

Every document contains information that drives business operations.

Invoices include financial data.

Forms capture customer details.

Contracts define key terms.

Purchase orders outline transactions.

These documents are inputs into your system.

They provide the raw information needed to update your CRM.

The Real Goal: Structured Data

While documents are important, they are not the final goal.

What businesses actually need is structured data.

Data that can be:

Stored in HubSpot properties

Used in workflows

Analyzed in reports

Shared across systems

Documents alone cannot fulfill these functions.

The data inside them must be extracted and structured.

The Problem With Manual Transformation

In many organizations, the transformation from…

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