Report Automation
Every morning, the numbers are already waiting in your inbox.
Unmeshed handles automated report generation end to end. A schedule triggers the run, the workflow pulls fresh numbers from your database, formats them into a report, and sends it to email or Slack, every night, without anyone opening a spreadsheet.
Built By
The team behind Netflix Conductor.
Now orchestrating workflows for teams across
- SGSingapore
- CACanada
- UKUnited Kingdom
- USUnited States
What Changes
Someone still has to build that report every morning. It does not have to be a person.
Trigger
The schedule starts the run
The workflow fires on a schedule you set, every night at the same time, instead of waiting on a person to remember or an app to be opened.
- RULE
Scheduled trigger fires the workflow at a set time each night
- RULE
No manual kickoff, no missed mornings
- RULE
Every run gets logged before the first query fires
Trigger Path
Nightly Schedule
# scheduled_trigger
Log Run
# log_run
Query Path
Query Database
# query_metrics
Metric Rows
# rows_ready
Pull
The numbers come from your database
A query runs against your database to pull the same metrics every night, no manual export, no copy paste into a spreadsheet.
- RULE
Query the database for the metrics the report needs
- RULE
Same query, same structure, every single night
- RULE
Retries automatically if the database is briefly unavailable
Build
Raw rows become a readable report
The raw query results get formatted into a clean report, tables, totals, and comparisons laid out the same way every night, so nobody has to rebuild the same spreadsheet by hand.
- RULE
Format the raw rows into a readable report
- RULE
Same layout every night, nothing rebuilt by hand
- RULE
Pure logic, no model call needed to format a table
Format Path
Raw Rows
# query_results
Format Report
# format_report
Report Ready
# report_ready
Delivery Path
Distribute Report
# distribute_report
# send_email
Slack
# post_slack
Teams
# post_teams
Distribute
The report shows up where people already look
The finished report gets sent out automatically, to an inbox, a Slack channel, or both, so it is waiting before the first meeting instead of being built during it.
- DISTRIBUTE
Send the report to email, Slack, or both
- RULE
Delivery happens at the same time every night
- RULE
The run closes out and logs whether delivery succeeded
Four steps, running the same way every night. Nobody has to remember to build the report, because nobody has to build it at all.
Runs on schedule
No manual kickoff
Zero model calls
Query and format are pure logic
Email or Slack
Delivered where your team already looks
Integrations
Trigger on schedule
The run starts itself, at the same time every night.
Query for free
Pulling the numbers is a database call, not a model call.
Format consistently
The report looks the same every night, built by logic.
Distribute automatically
The finished report reaches email or Slack on its own.
Why It Holds Up in Production
Built so a missed morning never happens again.
Runs without you
The schedule fires the workflow whether anyone is watching or not.
Retries on failure
A briefly unavailable database does not mean a missed report.
Full run history
Every run, every query, every delivery is logged and readable.
Easy to extend
Add a new metric or a new delivery channel without rebuilding the workflow.
Frequently asked questions
Still have questions? Talk to us.
Stop building the same report by hand.
Connect your database and your email or Slack, and this workflow handles the query, the formatting, and the delivery automatically, every night.