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ROLE TEMPLATE

Every document processed, validated, and filed before your team starts their day.

The Documentation Agent receives a document, extracts the relevant data, validates it against your rules, flags the exceptions, and files it correctly — at a volume and consistency no eight-hour shift can match.

INTAKE → FILING PIPELINE
01
Receive
PDFs, images, scans, email attachments
02
Extract
Key fields via industry-trained models
03
Validate
Cross-checked against source systems
04
File
Staged for review with full audit trail
60-80%
less processing time
99%+
extraction accuracy
THE ROLE

The entire intake-to-filing pipeline, handled.

Your team stops doing the work and starts reviewing it — a more sustainable operating model.

The Documentation Agent reads structured and unstructured documents, extracts key fields using trained models specific to each industry, cross-references extracted data against source systems, and stages validated documents for human review. It does not make judgment calls on ambiguous content — it flags them. It does not forge signatures or fabricate data — it highlights gaps and routes them to the right person.

Across industries, it reduces processing time by 60-80% while improving accuracy to 99%+. Every document processed includes a full audit trail: what was extracted, what rules were applied, what confidence score was assigned, and what was escalated.

60-80%
less processing time
99%+
accuracy rate
100%
audit-trailed

Core capabilities

01

Extracts structured data from PDFs, images, scanned documents, and email attachments using industry-specific trained models.

02

Validates extracted data against source systems, regulatory rules, and historical patterns to catch errors before they propagate.

03

Classifies incoming documents by type, urgency, and routing rules without manual sorting.

04

Generates audit trails for every document processed, including extraction confidence scores and validation results.

05

Stages validated documents in the appropriate system for human review, reducing the review cycle from hours to minutes.

06

Learns from corrections over time, improving extraction accuracy for recurring document types and client-specific formats.

What this agent doesn't do

These stay with your human team, by design.

Never signs, certifies, or legally attests to document accuracy — a human must always approve final submissions.

Escalates documents with confidence scores below threshold rather than guessing at ambiguous fields.

Does not make regulatory interpretations — flags potential compliance issues for qualified professionals to assess.

Cannot override human decisions on document classification or routing.

Will not process documents that appear to contain personally identifiable information outside of its approved data handling scope.

How this role differs by industry

INDUSTRYWHAT IT DOES
Legal

David reviews discovery documents at scale, tagging potentially privileged content, identifying relevant exhibits, and organizing documents by matter and issue. He reads contracts, extracts key clauses, and compares them against the firm’s approved clause library. David processes 1,400+ pages per overnight cycle with consistent accuracy.

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Healthcare

Scribe transcribes clinical encounters from voice recordings, structures them into the clinician’s preferred note format (SOAP, DAP, or custom), assigns appropriate ICD-10 and CPT codes, and stages notes in the EHR for physician signature. Scribe is HIPAA-compliant and never stores raw audio after processing.

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Accounting

Ruby processes client-submitted receipts, invoices, W-2s, 1099s, K-1s, and bank statements. She extracts amounts, dates, vendor names, EIN/TIN, and tax details using OCR, classifies documents against the client’s PBC checklist, and stages them in QuickBooks or Xero for accountant review. During tax season, Ruby processes 200+ documents per client per week.

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Common integrations

The Documentation Agent reads from the systems you already use.

Google Drive
Reads from
SharePoint
Reads from
Dropbox
Reads from
Email (IMAP/SMTP)
Reads from
OCR Engine
Reads from
90 MINUTES · NO COMMITMENT

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