Manufacturing & production
Output against plan, where downtime concentrates, scrap and rework, what a unit really costs, and which shortage will stop the line.
Connect → Understand → Verify → Steer → Ask → Act
Flip the card: here is the answer
Every question is tied to the report that answers it.
The reports setup proposes
One for each goal you pick, plus Data health. Open the tabs.
Industrial Operations 360 — Compare what you produced with what you planned
Over time
shape only
- What it answers
- The gap, not the total, is what needs a decision.
- What it reads
- Your production runs with the quantity planned and the quantity made.
- Example finding
- Output is below plan, almost all of it on the night shift.
Shapes and findings are examples. Each report is built only when your data holds what it reads; one that cannot be built is named at setup, never estimated.
Everything converges into a single model
From Snowflake, Amazon S3, PostgreSQL, MySQL, Odoo, Salesforce or a file from your computer. What is missing gets flagged, not guessed.
- Your production runs with the quantity planned and the quantity made.
- Your stoppages with their line or machine, start time and duration.
- Your output split into good, scrapped and reworked quantities.
- Your materials, hours worked and quantities produced, per run.
- Your material stock and the production plan that consumes it.
None of this is required. Each report reads only its own line; one whose data is missing is named at setup, never guessed.
What Data360 finds in your data
Every issue is translated into a business consequence.
Checks running
5 checks- Stops recorded twice, or overlapping
- Output that does not match stock movements
- Defects coded differently from line to line
- Machines written two different ways
- Shifts with no record
Rows that pass each check
Measured on the same data your reports read.
Percent of rows, illustrative. Real scores are measured on your own data.
Business findings, not technical alerts
Each finding names the report it comes from.
Scrap on one line has doubled in three weeks.
From the report Follow scrap and rework
Two machines account for most of the hours lost.
From the report See where downtime concentrates
A missing part will stop one line within a week.
From the report See which shortage will stop the line
One product costs noticeably more to make than its price assumes.
From the report Know what a unit really costs to make
Output is below plan, almost all of it on the night shift.
From the report Compare what you produced with what you planned
Example findings. Real ones come from your own data, in the report that produces them.
A finding with no follow-up is worth nothing
Six things Data360 does once a figure matters.
- AlertSet a line on a figure that matters and see when it is crossed.
- Tell peopleTell you, chosen teammates, or everyone who can open the app.
- Refresh reportsRead the figures again so every report is current.
- Re-check qualityMeasure the tables again and flag what broke.
- Clean and saveRemove duplicates, filter, combine and total, then save the result as a table.
- ExportTake the rows behind a figure away as a spreadsheet file, or save them as a table.
See Industrial Operations 360 on your own data.
Your goals, your data — and the reports built from them.