AI-native automation
Automate work across
Microsoft 365 and 
Togglby AI screensharing.
Pick any amount of tools and Caddi automates them end-to-end. No workflow builder, just show Caddi.
See it on your stack
See Caddi run Microsoft 365 and Toggl together.
What Caddi is and how it works
An AI teammate that runs your back-office loops.
- Doesn't break. Caddi reads intent, so when fields move or UIs change, your loop keeps running.
- Screenshare to set up, chat to improve. Show Caddi once on a screenshare. Tweak it later by chat — no workflow builder to re-architect.
SOC 2 attested · Human-in-the-loop · Full audit trail · 70+ tools across legal, finance, and operations
One continuous loop.
- 01Measure
Caddi watches how the work gets done today.
- 02Create
You screenshare it once. The loop ships.
- 03Improve
Caddi flags upgrades to existing loops and new automations to deploy.
Practical ways to use Microsoft 365 and Toggl together
- 01
Create time entry in Toggl when new email in outlook in Microsoft 365.
Caddi watches Microsoft 365 for new email in outlook and create time entry in Toggl — no copy-paste, no missed records.
- 02
Send email in Microsoft 365 when new time entry in Toggl.
Caddi watches Toggl for new time entry and send email in Microsoft 365 so the two systems stay in lockstep.
- 03
Start timer in Toggl from Microsoft 365 events.
When new calendar event happens in Microsoft 365, Caddi start timer in Toggl with the right context attached.
Actions Caddi can take across Microsoft 365 and Toggl
- Microsoft 365
New email in Outlook
Triggers when a new email arrives in Outlook.
- Microsoft 365
New calendar event
Triggers when a new event is added to a calendar.
- Microsoft 365
New file in OneDrive
Triggers when a file is added to OneDrive.
- Microsoft 365
Send email
Send a new email from your Outlook account.
- Microsoft 365
Create event
Add a new event with attendees and reminders.
- Microsoft 365
Upload file to OneDrive
Add a file to a OneDrive folder.
- Microsoft 365
Create document in Word
Create a Word document with starter content.
- Toggl
New time entry
Triggers when a time entry is logged in Toggl.
- Toggl
Timer stopped
Triggers when a running timer is stopped and the entry is finalized.
- Toggl
Project updated
Triggers when a project's status, client, or budget changes.
- Toggl
Create time entry
Log a time entry against a project, client, and tag.
- Toggl
Start timer
Start a running timer for a workspace user.
- Toggl
Stop timer
Stop the active timer and save the entry.
- Toggl
Create project
Spin up a new Toggl project with client, budget, and team.
- Toggl
Generate report
Pull a summary or detailed time report for a date range.
Common questions
How does Caddi connect Microsoft 365 and Toggl?
Microsoft 365 and Toggl just run together. All it takes is showing us how you use them — one screenshare, no workflow builder to wire up. Caddi turns the demo into a verified loop and runs it against Microsoft 365 and Toggl end-to-end.
Do I need engineering help?
No. Whoever does the work today shows it once on a call. Caddi builds the loop. No code, no IT ticket.
Is my data safe?
Yes. Caddi is SOC 2 attested. The AI watches and builds the automation, but once the loop ships it runs deterministically — no model in the loop at runtime.
Can Caddi connect Microsoft 365 and Toggl to other tools too?
Yes. Most Caddi loops span 3–6 tools. Once the first Microsoft 365 + Toggl loop is live, Caddi suggests other tools and other workflows to fold in.
How fast can it go live?
Typical first loops ship within a week of the screenshare. The Caddi team reviews every loop before it runs in production.
Ready to automate Microsoft 365 and Toggl?
Drop your work email and we'll show you Caddi running end-to-end against Microsoft 365, Toggl, and the rest of your stack.