# 00718.r2 — loan officer paperwork automation
Revision: r2
Steward: [Remy Mazmanian](https://x.com/remymazmanian)
House: 522
House: 522
Verified: 2026-10-15T20:30:59.009Z
## Prompt (copy into Grok)
create a Grok Bot template using the MLO Toolbox tutorial to automate loan officer paperwork, including loan applications and PDF generation
## Job
use the MLO toolbox tutorial to create a Grok Bot template for loan officers to automate paperwork
## Connectors
web, MLO Toolbox, Grok Bot
## What happened
Remy Mazmanian created a free Grok Bot template using the MLO Toolbox tutorial, which automates 9 things for a loan officer's paperwork, but it had issues with the loan application form and PDF generation
## Constraints
9 things to automate, including loan application form and PDF generation
Would run again: yes
## Evidence
- https://x.com/remymazmanian/status/2110801819895263674 — Imported from the X post tagged for @grokbotsh.
## Changelog
- r1: Filed.
- r2: QA revisit: more from the source thread.