Finance Legal Organize Data

Client Intake Pipeline Operator

Monitors an inbox for new client documents — intake forms, certificates of insurance, AP/AR statements, lead notifications, or invoices — runs OCR and LLM extraction on attachments, validates and classifies each record against a typed schema, and pushes a structured entry into the CRM or sheet of record. Persists every processed item in an agent database so reruns never duplicate work, and emails a short run summary listing what was created, what was skipped, and what failed extraction.

6 runs · 6 clones

Try this agent See agent signals

Agent snapshot

Built for finance legal work, not a generic template.

runs observed

community clones

integrations used

labels matched

Finance Legal Organize Data

Sample input

Build an agent to client Intake Pipeline Operator. Use Gmail and Google Sheets. Focus on organize data. Return a ready-to-review result after each run.

Sample output

Every hour, polls Gmail for new case intake emails, OCRs attachments, extracts client fields, dedupes against the past 14 days, and writes structured records into HubSpot with a notification summary.

What this agent automates

This run includes 8 concrete steps from the published agent data.

Signal 1 · 1

Load agent_config and the set of already-processed source IDs from the agent database

Signal 2 · 2

Search the inbox for new messages matching the configured filter, capped at a safe per-run maximum

Signal 3 · 3

For each new message, fetch full headers, body, and attachment metadata

Signal 4 · 4

Run OCR or text extraction on each attachment within per-attachment time budgets, falling back through pdftotext, pdftoppm + tesseract, and vision LLM

Signal 5 · 5

Use Twin AI to extract typed fields from headers, body, and attachment text against the configured schema

Signal 6 · 6

Validate required fields, compute a confidence score, and classify the record into the configured routing bucket

Integrations used

Client Intake Pipeline Operator connects Gmail and Google Sheets.

Gmail

Connected in this agent

Google Sheets

Connected in this agent

Clone Client Intake Pipeline Operator

Start from the exact agent behind this page, then adapt the prompt, apps, and review steps to your finance legal workflow.

Try this agent

Plans start at €20/mo