Machine data and OEE, including older machines
OEE and downtime reasons by shift, with data collected from PLCs, HMIs and CNCs (or retrofit sensors) and integrated with the ERP.
BI dashboards and data engineering that refresh on their own
Metrics from several systems combined into one reliable dashboard that refreshes on its own, in Power BI, Tableau or on the web.
01The problem
Metrics live in side spreadsheets, every department reports a different number, and the report arrives too late to act on.
02How we solve it
Pipelines that collect and clean data from your systems, a single dimensional model, and Power BI, Tableau or web dashboards with automatic refresh and data-quality rules.
03How it works
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Systems
We connect the ERP, spreadsheets and APIs your metrics come from today.
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Pipeline
Data is collected, cleaned and organized into a single, documented model.
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Quality rules
Incomplete or inconsistent records are blocked and listed for correction.
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Dashboard
Power BI, Tableau or a web dashboard, refreshed automatically on schedule.
04What changes in practice
One number per metric. Every department looks at the same source.
Reports in time to decide. Dashboards refresh on their own, with no manual close.
Data you can trust. Quality rules block inconsistent records before they reach the dashboard.
05What you get
- Data pipeline with quality checks
- Documented data model
- Dashboards with the agreed metrics
- Team training
06How the pilot works
- Scope
- One dashboard with 5 to 10 key metrics for one department
- Timeline
- 3 to 5 weeks
What we measure
- time to close the report
- discrepancies between departments
Metrics are agreed before we start. With the numbers in hand, you decide whether to move to production.
07Pricing
Pricing
Custom quote after a free assessment
Billing: project plus monthly support.
Every project is quoted in writing after a free assessment, in US dollars or euros.
08Who it's for
- Manufacturers and retailers with metrics scattered across spreadsheets
- Logistics operations that need a daily view
- Hospitals and public agencies that report with data
Industries where this service comes up most:
09Frequently asked questions
How much does a self-refreshing BI dashboard cost?
Every project is quoted after a free assessment, based on scope, volume and the systems involved. You get a fixed-price proposal in writing before any work starts.
How soon will the first dashboard be ready?
The pilot takes 3 to 5 weeks. Typical scope: one dashboard with 5 to 10 key metrics for one department.
Do you work with Power BI?
Yes, as well as Tableau and web dashboards, depending on what your company already uses.
Where is the data stored?
Wherever your company prefers: on your servers, in your cloud or in the BI service you already use.
Who builds it
Osney A. de Souza
AI engineer · Joinville, Brazil
Five years of software development and AI systems in production. The person who handles your project is the one who designs it and writes the code.
- Runs an AI-assisted audit platform in production, backed by thousands of automated tests
- License plate recognition with deep learning for large-scale video monitoring
- Software Engineering student (Univille, expected 2027)
Free assessment
Let's see if this fits your case
Tell us how the process works today, the rough volume and the systems involved. If it makes sense, you'll get a pilot proposal with scope, timeline and metrics.
Send an emailjuniorthesouza017@gmail.com
Message on WhatsApp(47) 98864-2296
Tell us about the process, the rough volume and the systems involved. You'll hear back from the engineer who would build it.
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