Waitlist2026 State of AI at Enterprise RIAs2026 State of AI at RIAsOut Nov 6On demandOther eventsNext: ADVISE AI, Oct 20–22Booth 204

AI-native automation

Automate work acrossSnowflake and Togglwith Caddi AI Agents.

Automate anything you do across Snowflake, Toggl, and the rest of your tools. Sign in, show or tell Caddi what you want, and it runs end to end. No workflow builder.

Free for one user.

How to connect Snowflake and Toggl

  1. Connect Snowflake to Caddi

    Allow

    1Sign in to Snowflake

    One click with your own Snowflake login. No API keys.

  2. Connect Toggl to Caddi

    Allow

    2Sign in to Toggl

    The same click again. Both tools are connected.

  3. Create time entry in Toggl when query returns rows in Snowflake.

    Type it

    3Show or tell it

    Screenshare the job, or type it in chat. Change it any time.

  4. Running

    14 done1 for review

    4Watch it run

    Caddi does the work and flags anything unsure for review.

  • Brighton Jones
  • The Planning Center
  • Beveridge & Diamond
  • Palace
  • Portner & Shure
  • Knight Law Group
  • Ervin Cohen & Jessup
  • Burney Wealth Management
  • JFS Wealth Advisors

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.
  • Taught like a new hire. Walk Caddi through the work once. Tweak it later by chat, with no workflow builder to re-architect.

SOC 2 attested · Human-in-the-loop · Full audit trail · 150+ tools across legal, finance, and operations

Practical ways to use Snowflake and Toggl together

  • 01

    Create time entry in Toggl when query returns rows in Snowflake.

    Caddi watches Snowflake for query returns rows and create time entry in Toggl. No copy-paste, no missed records.

  • 02

    Write rows in Snowflake when new time entry in Toggl.

    Caddi watches Toggl for new time entry and write rows in Snowflake so the two systems stay in lockstep.

  • 03

    Start timer in Toggl from Snowflake events.

    When query returns rows happens in Snowflake, Caddi start timer in Toggl with the right context attached.

Actions Caddi can take across Snowflake and Toggl

  • Snowflake

    Query returns rows

    Caddi runs a query on a schedule and hands the rows it returns to the next step.

  • Snowflake

    Write rows

    Insert rows into a table in Caddi's schema.

  • Snowflake

    Update rows

    Update the rows that match a condition in a table in Caddi's schema.

  • Snowflake

    Create table

    Create a table in Caddi's schema.

  • Snowflake

    Run query

    Run a read query and return the rows.

  • Snowflake

    Read table

    Read the rows of any table or view Caddi's role can see.

  • 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 Snowflake and Toggl?

Snowflake and Toggl just run together. You teach Caddi the way you'd teach a new hire: walk it through how you use them today, with no workflow builder to wire up. Caddi turns that walkthrough into a verified loop and runs it against Snowflake and Toggl end-to-end.

Do I need engineering help?

No. Whoever does the work today walks Caddi through it on a call, the same way they'd train a new hire. 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, and once the loop ships it runs as deterministic code, repeatable and logged, with any model step scoped and reviewable.

Can Caddi connect Snowflake and Toggl to other tools too?

Yes. Most Caddi loops span 3–6 tools. Once the first Snowflake + 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 that first walkthrough. The Caddi team reviews every loop before it runs in production.

Ready to automate Snowflake and Toggl?

Drop your work email and we'll show you Caddi running end-to-end against Snowflake, Toggl, and the rest of your stack.