Document intake
Collect PDFs, spreadsheets, scans, forms, and email attachments from inboxes, folders, or work queues.
Document Processing Systems
Turn messy documents into clean operational records.
PDFs, spreadsheets, forms, and inbox attachments often hold the data teams need. The problem is the manual copying, checking, renaming, and retyping around them.
Crestline Ops builds systems that read the source, structure the important fields, flag uncertain values, and send clean records into the tools your team already uses.
What gets fixed
Less copying. Fewer silent errors. Faster review.
The system is designed around the actual document types you receive and the final place where the data needs to land.
Field extraction
Pull names, dates, prices, addresses, terms, totals, references, notes, and custom business fields into consistent columns.
Review handling
Missing values, low-confidence fields, unusual layouts, and exceptions are flagged instead of guessed silently.
How it runs
From incoming file to usable record.
1
Receive
Files arrive from email, Drive, forms, uploads, or a shared folder.
2
Read
The system extracts text and tables from each document type.
3
Check
Rules identify missing fields, low confidence values, and duplicate records.
4
Send
Clean records move to Sheets, CRM fields, review queues, or reports.
Best fit
Good for documents that repeat, even when the layout changes.
This is useful when your team receives similar information in different formats and still needs a clean, reviewable output.
Real estate filesLeasing agreements, sale comparables, rent rolls, property brochures, owner reports, and availability sheets.
Business operationsInvoices, applications, contracts, onboarding documents, service reports, and internal spreadsheets.
Review-first dataFields can be marked as accepted, missing, low confidence, duplicate, or needs review.
Start with one folder
Bring a few real examples and the target columns.
The first version should prove that the system can handle your actual files, not perfect demo documents. Once the extraction and review logic is reliable, it can expand into CRM updates, alerts, reports, and client-ready summaries.
Request a workflow review