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Manufacturing

OEE, quality, and supply-chain visibility on Superset

Plant performance is hidden inside MES exports, ERP tables, and quality-management spreadsheets. D23 connects those sources to managed Superset dashboards that give plant managers live OEE, SPC charts, and supply-chain visibility — so problems surface before they become line stoppages.

The real cost of the status quo

You know exactly where the day goes

  • 1OEE is calculated in a spreadsheet the maintenance team updates once a week — if they remember
  • 2Quality escapes are found by the customer, not by the production team
  • 3Procurement has no live view of inventory days or supplier reliability

Reporting takes too long

Analysts spend days assembling reports that should refresh automatically from source data.

Data is siloed

Finance, operations, and sales all see a different number because no one has agreed on definitions.

Decisions lag the data

By the time a dashboard is ready, the window to act has already closed.

The evidence · 2025-26

The numbers behind modern BI

You don't have to take our word for it. Here's what analysts and data teams are reporting right now.

Likely ROI in manufacturing

Most teams cut their BI cost by half and ship dashboards in days, not quarters.

D23 estimate, based on typical manufacturing data-team workloads: hours saved on Superset ops, faster dashboard delivery, and self-serve analytics that no longer requires a dedicated analyst for every question. Your mileage depends on warehouse size and how many teams need access to data.

Typical BI cost reduction~50%
Dashboard delivery timeDays, not quarters
Uptime SLA99.9%
Real-world proof · 2024

It already works at this scale

Not a demo. A team in the same kind of work, with results they published.

Discrete manufacturers

Manufacturing · OEE and quality

Reported 2024

Manufacturers that connected MES and ERP data to real-time Superset dashboards achieved 8–15% OEE improvements within six months by surfacing downtime causes and quality escapes that were previously invisible between weekly Excel reports.

8–15%

OEE improvement in 6 months

real-time

vs. weekly Excel reports

one view

across all plants and lines

Discrete manufacturers · Industry benchmark 2024

The strongest results come from teams with a connected warehouse, defined metrics, and dashboards their stakeholders actually use. That is exactly what D23 delivers.

Your manufacturing dashboard suite

A set of managed Superset dashboards built for manufacturing, each connected to your data sources and maintained by your D23 data team.

Goal: live manufacturing analytics on Superset
O&

OEE & Plant Performance Dashboard

live

Overall Equipment Effectiveness by machine, shift, and line — with availability, performance, and quality components broken out.

Sources
Snowflake
BigQuery
Postgres
Q&

Quality & SPC Monitor

live

Control charts and defect-rate trends by part number and production run, with alerting when specs drift.

Sources
Redshift
ClickHouse
Databricks
SC

Supply Chain & Inventory Dashboard

live

Raw-material inventory days, supplier on-time delivery, and purchase-order status across facilities.

Sources
MySQL
Trino
DuckDB

What D23 delivers

OEE and plant-performance dashboardsQuality control and SPC chartsSupply-chain and inventory visibilityMulti-plant benchmarking

How D23 works in manufacturing

  1. 1

    Connect your warehouse

    We connect to your manufacturing data sources — Snowflake, BigQuery, Postgres, and 50+ others — in days.

  2. 2

    Model your metrics

    We define and agree on the metrics that matter — like OEE & Plant Performance Dashboard and Quality & SPC Monitor — so every team uses the same numbers.

  3. 3

    Ship your dashboards

    We build managed Apache Superset dashboards with row-level security, SSO, and AI text-to-SQL built in.

  4. 4

    Iterate together

    Your D23 data team handles new requests, schema changes, and new data sources on an ongoing basis.

live OEE

across every line and shift, not weekly

Try D23 for Free

Turn every team into a data team.

Get managed Apache Superset, the dashboards your business needs, and AI on top, without hiring a data team.

Get Started

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For Enterprises

Need a custom solution?
Reach out for consultation.