Sections08
Reading time9 min
EvidenceTeam guide

Answer in 30 seconds

Accounting, operations and product teams share the same hard part: turning inconsistent files into data they can trust.

Use the fit register and decision table together. The strongest option is the one that matches your documents, review controls, delivery path, and operating model.

Dynamite Docs reads invoices, receipts, statements, purchase orders, contracts and other business documents. Reviewers check the source beside the extracted fields and rows before anything moves downstream.

Each team can keep the tools that already own the work. Bookkeepers and auditors prepare clean transaction rows, operations teams manage vendor handoffs, and developers integrate through APIs. Dynamite Docs handles the document intake, review and handoff between them.

Within your account, use folders and labels to organize client or month-end work and reopen saved extraction results. Free originals stay in your browser; paid cloud storage also keeps the source file. Starter and above add durable Jobs for stored inputs. Pro and Scale add supported email attachment forwarding.

Test a document

Start with the file that creates the most manual copying or review work.

Accounting
Invoices, receipts and statements
Operations
POs, contracts, certificates and forms
Developers
JSON, scoped tokens and signed webhooks
Handoff
Excel, Sheets, Drive, files or API
AI Document Extraction for Finance Teams | Dynamite Docs: reviewable document extractionReview the source document and extracted rows in one workspace.
AI Document Extraction for Finance Teams | Dynamite Docs: table and line item extractionCheck quantities, descriptions, and prices row by row.
AI Document Extraction for Finance Teams | Dynamite Docs: human-in-the-loop validationResolve flagged values before approving the extraction.
AI Document Extraction for Finance Teams | Dynamite Docs: Excel, CSV and JSON exportDownload reviewed data as CSV, Excel, or JSON.

Fit register

Start with the team that owns the next decision using Dynamite Docs

The review flow stays consistent. What changes is the document mix, the output contract and who approves the result.

Accounting firms

Turn client invoices, receipts and bank statements into consistent rows. Reuse correction patterns, check totals against the source and export into the firm's existing workbook or accounting import.

Developers

Put a stable document contract in front of the model. Use scoped API tokens, structured JSON and signed webhooks while keeping hosted, own-key, custom and local model routes replaceable.

Operations teams

Structure purchase orders, contracts, certificates, forms and invoices before approved data moves to procurement, compliance, project or vendor systems.

Decision table

One workflow, three ways to use the result

The document is only the starting point. Choose the route based on the checks your team must make and where the approved data belongs.

Swipe horizontally to compare every column

TeamTypical documentsReview focusNext destination
Accounting firmsInvoices, receipts, bank statements and tax formsVendor, dates, tax, line items, totals and balancesExcel, CSV, Google Sheets or accounting import
DevelopersPDFs and images submitted by an applicationRequired fields, types, failures and idempotencyJSON response, webhook consumer or internal API
Operations teamsPOs, contracts, COIs, forms and vendor filesIdentifiers, dates, money, limits and missing fieldsProcurement, compliance, project or vendor system

Working procedure

A shared path from source file to approved data

Dynamite Docs logoDynamite Docs
The handoff
Bank statement: Data for the whole teamDefine the handoff. Extract the document. Review against the source. Send the approved result. Illustrative example, not extracted customer data.FROM SOURCE FILE TO A RESULT YOU CAN USEBankstatementReview workspaceData forthe wholeteam1Define thehandoff2Extract thedocument3Review againstthe source
  1. 01Define the handoff
  2. 02Extract the document
  3. 03Review against the source
  4. 04Send the approved result
Different reviewers. One checked source. Illustrative example.
  1. 01

    Define the handoff

    Choose the fields, row shape and destination before processing a batch.

  2. 02

    Extract the document

    Use hosted processing, your own provider key, a custom endpoint or local Ollama.

  3. 03

    Review against the source using Dynamite Docs

    Resolve low-confidence values and check identifiers, dates, amounts and missing fields.

  4. 04

    Send the approved result with Dynamite Docs

    Export the checked rows or pass them to the application that owns the next action.

Dynamite Docs logoDynamite Docs
The review
Bank statement: Data for the whole teamAccounting staff remain responsible for entries, reconciliations, tax treatment and final books.. Operations staff keep approvals, policy checks and process status in the owning system.. Developers validate required fields, secure tokens and make webhook consumers idempotent.. Illustrative example, not extracted customer data.SOURCE DOCUMENTBank statementAccountingInvoices, receipts and…OperationsPOs, contracts,…DevelopersJSON, scoped tokens and…Review before exportAccountingInvoices, receipts andstatementsCompare with the source on the leftAccept after reviewDifferent reviewers. One checkedsource.Original stays…
Accounting
Invoices, receipts and statements
Operations
POs, contracts, certificates and forms
Developers
JSON, scoped tokens and signed webhooks
Different reviewers. One checked source. Illustrative example.

Provider independence

Use the AI route that fits the file and policy

A clear invoice PDF, a blurred receipt and a dense contract do not need the same model. Keep the review and export flow stable while the team changes the provider route.

Every plan supports provider keys. Pro and Ultra include unlimited own-key processing, while Hobby, Pro and Ultra can use the local Ollama companion. Policy controls can narrow the providers available for sensitive documents.

Compare every AI route

Hosted

Use plan processing without managing a provider account.

Own key

Connect an encrypted key from a provider your team controls.

Custom

Use a compatible endpoint and keep the same review workflow.

Local

Run model inference on a workstation through Ollama.

Your existing system still owns the work

Dynamite Docs prepares reviewable document data. It does not replace the controls or records your team already relies on.

  • 01Accounting staff remain responsible for entries, reconciliations, tax treatment and final books.
  • 02Operations staff keep approvals, policy checks and process status in the owning system.
  • 03Developers validate required fields, secure tokens and make webhook consumers idempotent.
  • 04Every team reviews extracted values before they trigger a financial or operational action.

Questions

Check the edge cases before you buy

How can I organize work for different clients or departments?+

Use folders, labels and search within your account, and reopen saved extraction results when needed. These organization controls do not establish shared multi-user access or department permissions. Apply your access and retention policy before uploading live files.

Can each workflow use different fields?+

Yes. The schema can follow the document and the required output. Review inferred columns before repeating the workflow across a larger batch.

Can results move into our existing tools?+

Yes. Export to Excel, CSV, JSON, Google Sheets or Drive, or use scoped API tokens and signed webhooks for an application workflow.

Do we have to use one AI provider?+

No. Choose hosted processing, connect your own provider key, configure a compatible endpoint or use local Ollama where the plan supports it.

Topic Cluster · In This Series

In This Series: Solutions for Accounting & Finance Teams

Explore role-specific data extraction workflows for bookkeepers, auditors, tax professionals, operations, and small businesses.

View solutions hub

Looking for other workflows? Solutions for Accounting & Finance Teams covers all supported formats and procedures.

Browse all 8 workflows in this cluster

First document

Test the file that makes the current process slow.

Test a document

Start with the file that creates the most manual copying or review work.

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