Inboxes, filing, data entry, reports. Admin is the easiest place to start with AI because the rules already exist — your team just executes them by hand.
Configured around your real workflow.Routine work can run automatically.You own your data. Always.
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01 / The problem
Admin work is invisible until you add it up.
Documents are often opened, renamed, and filed by hand. Forms may be retyped into a system that does not talk to the inbox they came from. Recurring reports can become a copy-paste rebuild.
Where the hours go
Re-keying data between tools that don’t talk to each other
Filing, naming, and then hunting for documents
Rebuilding the same report every single week
Chasing paperwork nobody wants to chase
What it actually costs
The person doing this is usually your best office person — the one who knows where everything is. Their day gets eaten by work with rules a machine can follow, while the judgment calls only they can make wait in line.
The usual fix is hiring another admin. The better fix is taking the rule-following work off the desk entirely.
02 / The patterns
What we build for admin teams.
Each example has the same anatomy: a trigger, what the system does, and the control or exception path. Routine work can run; unusual or higher-risk cases surface with context.
01
Inbox triage & routing
Trigger
A message lands in the shared inbox — info@, office@, or the owner’s overflow.
The system
Reads it, classifies it, drafts the reply or routes it to the right person, and files any attachment where it belongs.
Control
Approved categories run automatically. Unclear items route to a person with the relevant context attached.
02
Document filing & naming
Trigger
A PDF, photo, or form shows up — email, scan, or upload.
The system
Names it to your convention, files it to the right folder and job, and logs where it went.
Control
Confident matches file automatically; uncertain matches are held for review.
03
Data entry from documents
Trigger
A filled form or vendor document needs to become a record in your system.
The system
Extracts the fields, enters the record, and attaches the source document.
Control
Low-confidence fields queue for review with the source document linked.
04
Meeting notes to action items
Trigger
A recorded call or meeting ends.
The system
Summarizes it, pulls the commitments, and drafts tasks in your tracker with owners and dates.
Control
Pre-approved task types can be assigned automatically; unusual items route to the owner.
05
Morning brief
Trigger
It’s 6:30 on a workday morning.
The system
Scans inbox, calendar, and open jobs overnight and delivers a six-line brief: what’s new, what’s stuck, what needs a decision.
Control
Read-only. Every item links back to its source.
06
Report assembly
Trigger
It’s Friday, and the weekly numbers are due.
The system
Pulls the numbers from the tools that hold them and assembles the report in your format.
Control
Internal drafts can post automatically; external or sensitive versions follow the approval rule you set.
07
Paperwork chase
Trigger
A file is missing a required document — signature, form, certificate.
The system
Chases it politely on a schedule until it shows up, then files it and closes the loop.
Control
The approved cadence runs automatically. Exceptions and final escalation route to an owner.
08
Records hygiene
Trigger
CRM and job records drift — stale phone numbers, dead deals, duplicates.
The system
Flags the drift and drafts the fixes from what your email and calendar already know.
Control
Approved field updates can write automatically; destructive or ambiguous changes require review.
The rules already exist. Your team executes them by hand.Every day. That isn’t a job — it’s a system nobody built yet.
03 / Before & after
What the same task looks like operated.
illustrative — your audit maps your real numbers
Filing and naming one day’s documents
Before~40 min by hand
After~4 min reviewing holds
Retyping one PDF into your system
Before~10 min per document
After~1 min checking fields
Assembling the Friday report
Before~2 hrs of copy-paste
After~10 min reviewing the draft
These are illustrations of the pattern, not measurements of your office. The audit produces the real numbers — that’s the point of it.
— WORKS WITH THE STACK YOU ALREADY RUN · CONNECTIONS VERIFIED DURING SCOPING —
Gmail
Outlook
Google Sheets
Excel
Google Drive
OneDrive
Dropbox
Slack
QuickBooks
Teams
Xero
Salesforce
Stripe
Pipedrive
Square
Monday
HubSpot
Twilio
Notion
DocuSign
Airtable
OpenAI
Trello
Asana
Procore
ClickUp
Calendly
Zapier
n8n
Housecall Pro
Make
Claude
Adobe PDF
Gemini
Google Calendar