ceven

Docsumo

Extracts structured data from unstructured documents and pushes the clean output into your CRM or ERP, triggering approval workflows when confidence scores are low.

Try Docsumo in Ceven

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Why use Ceven?

  1. AI native Docsumo integration

    • Describe the outcome and Ceven picks the right Docsumo calls, fills the parameters, and checks the result.
    • Structured, agent friendly tool schemas so each call runs reliably instead of by guesswork.
    • Rich coverage for reading, writing, and querying your Docsumo data, across all 11 of its actions.

  2. Managed auth

    • Built in OAuth with automatic token refresh and rotation.
    • One place to manage, scope, and revoke Docsumo access.
    • Per user and per environment credentials instead of shared keys.

  3. Agent optimized design

    • Actions are tuned from real success and error rates so reliability climbs over time.
    • Full execution logs so you always know what ran in Docsumo, when, and on whose behalf.
    • The agent pauses and asks when Docsumo is unclear instead of plowing ahead.

  4. Enterprise grade security

    • Fine grained access so you control which agents and people can reach Docsumo.
    • Least privilege by default, read scopes first and only the writes a workflow needs.
    • A full audit trail of every Docsumo action to support review and sign off.

Supported tools

Every action Ceven's agents can run on Docsumo, and when to use it.

Get enabled document types
Use this to see which document models are currently active for your account to ensure the agent uses the correct extractor.
Get user document types
Pull a list of all available document types and user limits to check if a specific classification is supported.
Run MCA analysis
Perform a merchant cash advance analysis on processed bank statements to get monthly credit and debit breakdowns.
Upload document
Send a raw file to Docsumo for processing. Use this as the first step in any extraction workflow.
Get extraction results
Pull the structured JSON data from a processed document once the extraction status is complete.
Update document status
Mark a document as verified or rejected after a human review step to trigger downstream actions.
List processed documents
Retrieve a list of all documents processed within a specific time window for auditing purposes.
Search documents
Find a specific document by its external ID or filename to retrieve its current processing state.
Delete document
Remove a document and its associated extracted data from the Docsumo platform for privacy compliance.
Get document confidence
Pull the confidence scores for each extracted field to determine if human validation is required.
Trigger re extraction
Force the AI to re process a document using a different model or updated settings.
Get account usage
Check the number of pages processed against the monthly plan limit to avoid service interruptions.
MCA Analysis
Tool to perform merchant cash advance (mca) analysis on bank statements. use when you need a month by month breakdown of account credits, debits, and balances after documents are processed.

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Frequently asked questions

Ceven monitors the confidence score for every individual field extracted by Docsumo. You can set a threshold, such as eighty percent, in your workflow settings. When the agent detects a field below this limit, it does not push the data to your destination system. Instead, it creates a notification or a ticket for a human operator to verify the value. Once the human corrects the data in Docsumo or within the Ceven interface, the agent receives a webhook notification and completes the rest of the automation. This prevents dirty data from entering your system of record while still automating the bulk of the work.
Yes. Ceven can be configured to monitor a folder in Google Drive, Dropbox, or an S3 bucket. When new files arrive, the agent batches them and sends them to Docsumo for processing. Because Docsumo handles the heavy lifting of OCR and extraction asynchronously, Ceven polls for the completion status or waits for a webhook. Once the batch is finished, the agent iterates through each result, applies your business logic, and updates your database. This is ideal for end of month accounting cycles where hundreds of invoices arrive simultaneously and need to be reconciled.
Docsumo enforces strict page limits based on your subscription tier. When the agent attempts to upload a document that would exceed your monthly quota, Docsumo returns a specific API error. Ceven catches this error and sends an alert to the workflow owner rather than letting the automation fail silently. Depending on your setup, the agent can queue the documents and wait until the start of the next billing cycle or notify an administrator to upgrade the plan. This ensures that critical documents are not lost and you are aware of capacity issues in real time.
Yes. If you have trained a custom model in Docsumo for a niche document like a specialized medical form or a proprietary contract, Ceven can interact with it. You simply use the Get User Document Types action to find the specific ID of your custom model. When the agent uploads a file, it specifies that model ID to ensure Docsumo uses the correct extraction logic. This allows you to scale the automation to any document type as long as you have the corresponding model configured in your Docsumo dashboard.
All documents are transmitted over encrypted HTTPS connections. Ceven does not store the raw files permanently; it acts as a conduit between your storage provider and Docsumo. Once the extraction is complete and the data is mapped to your destination, the agent can be configured to trigger a delete action in Docsumo to ensure that sensitive PII does not reside on the platform longer than necessary. You maintain full control over the retention policy by defining the deletion step in your Ceven workflow.
Ceven leverages the MCA analysis tool within Docsumo to perform complex financial calculations. After a bank statement is processed, the agent pulls the structured transaction history and the aggregated totals. It can then calculate metrics like average daily balance, total monthly deposits, and identify irregular payment patterns. This data is then pushed into a credit scoring model or a loan application summary. By combining Docsumo extraction with Ceven logic, you move from simple data capture to actual financial intelligence without manual calculation.
The time from upload to extraction depends on the document length and complexity. Simple one page invoices usually process in a few seconds, while fifty page bank statements may take a minute or more. Ceven handles this by using an asynchronous pattern. The agent uploads the file, receives a job ID, and then either polls the API or waits for a webhook. This prevents the workflow from timing out and allows the agent to handle other tasks while Docsumo processes the document in the background.
Ceven is designed for the operational phase of document processing rather than the training phase. While the agent can upload documents and mark them as verified, the actual training of the AI models, including drawing bounding boxes and labeling fields, must be done within the Docsumo web interface. Once you have trained the model and it is deployed to production, Ceven takes over to automate the flow of documents into that model and the movement of the resulting data into your other business tools.

Alternatives to Docsumo

Other tools that solve a similar problem. Ceven supports these too, so you can switch or run more than one at once.

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Plug Ceven on top of the tools you already run. Connect Docsumo and the rest of your stack, describe the outcome, and its agents handle the work end to end, days of it in minutes.

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