LAB-01Spreadsheet
Excel→Analytical Model
INPUT
Scattered workbooks, manual formulas
PROCESS
Normalize · relate · validate
OUTPUT
One analytical model with traceable logic
BI Labs · Operational Intelligence Lab
Turn your data into an operating system for your business.
Dashboards, data models, automation and analytical workflows — explored as experiments, built as one system, delivered to run your operation.
INPUT raw_export_final_v7.xlsx
IDREGIONAMOUNT
1041Norte12480
1042norte #REF!
1042Norte9310
1043SurN/A
1044SUR3.1e3
1045 8820
PROCESS pipeline
- Ingest
3 sources - Clean
types · nulls - Dedupe
keys - Model
star schema
OUTPUT executive view demo data
Net sales$0k
Margin0%
On-time0%
01 / Problem
What are you trying to solve?
Pick the situation that sounds like yours. We’ll show you the labs that explore it.
SITUATION 01
Our data is hard to read and nobody uses the reports.
BI & DashboardsDecision-ready views, not chart dumps.
RELATED LABS · 05 · 03 →
SITUATION 02
We build the same reports by hand, every week.
AutomationReports and routines that run themselves.
RELATED LABS · 02 · 08 →
SITUATION 03
Our information lives in ten different places.
Data ArchitectureOne coherent map of where information lives.
RELATED LABS · 06 · 03 →
SITUATION 04
Nobody fully trusts the numbers in our models.
Data EngineeringModels and pipelines you can trust.
RELATED LABS · 01 · 04 · 03 →
SITUATION 05
We need Python or AI and don’t know where to start.
Advanced AnalyticsPython and AI applied where they pay off.
RELATED LABS · 04 · 07 →
SITUATION 06
We have data, but no clear direction.
DAE · Data Assessment & RoadmapA clear diagnosis and a path forward.
SEE DAE →
02 / Explore · Evidence
BI Labs
Not slides. Working experiments. Each lab is a concrete case: a real input, a documented process, a usable output.
LAB-02Automation
Google Sheets→Automated Reporting
INPUT
Weekly manual exports and copy-paste
PROCESS
Scripts · triggers · templates
OUTPUT
Reports that build and send themselves
LAB-03Data
SQL→Business Intelligence
INPUT
Operational tables, one per system
PROCESS
Queries · views · metrics layer
OUTPUT
The same KPIs, across every team
LAB-04Engineering
Python→Data Processing
INPUT
Messy files, at volume
PROCESS
Clean · transform · enrich
OUTPUT
Reproducible pipelines, not one-off scripts
LAB-05Dashboards
Power BI→Executive Dashboard
INPUT
A modeled, trusted dataset
PROCESS
Measures · design · navigation
OUTPUT
A dashboard that answers the business question
LAB-06Integration
APIs→Live Data
INPUT
External and internal systems
PROCESS
Connect · schedule · normalize
OUTPUT
Always-fresh data, no copy-paste
LAB-07Advanced
AI→Data Analysis
INPUT
Questions in plain language
PROCESS
Model · guardrails · validation
OUTPUT
Assisted analysis, grounded in your data
LAB-08Operations
Automation→Operational Workflow
INPUT
Recurring manual tasks and handoffs
PROCESS
Rules · triggers · approvals
OUTPUT
A workflow that runs the routine
03 / Method
What happens inside BI Labs?
Four stages, each with a concrete output. No black boxes.
Discover
Understand your data, your processes and the reporting you have today.
Output · data mapModel
Structure information so the numbers can be trusted.
Output · trusted modelBuild
Dashboards, reports, automations and analytical tools that work.
Output · working toolsOperate
Plug the intelligence into the people and processes that use it.
Output · operating rhythm04 / Solution
From dashboard to operation
BI Labs doesn’t stop at visualization. The goal is to turn information into operating capability and decisions people can act on.
A dashboard is not the destination. Operation is.
- 01DATA
Sources, files and systems — wherever it lives today.
- 02MODEL
Structure, rules and definitions people agree on.
- 03INSIGHT
The signals worth seeing, not every chart possible.
- 04DECISION
Owners, thresholds and moments to decide.
- 05ACTION
Workflows that execute — and feed back into the data.
WHERE MOST DASHBOARDS ENDData → Model → Insight. Visualization delivered.
WHERE BI LABS KEEPS GOINGDecision → Action. Operating capability.
05 / Training
Learn it in the lab
Every lab can become a solution for your business or a hands-on workshop for your team. Same method, two destinations.
From any lab · two ways to use it
You need a solution
We turn the lab into a working system for your operation, delivered by AETHERYON.
You need the know-how
Workshops and training on simulated business cases. Your team learns by doing.
Ask about workshops Certification available
// Two in-house engines behind every training
ENGINE 01In-house
Business Simulator Engine
Generates complete business cases from a case sheet, so every workshop starts from a realistic scenario.
CASE SHEET
industrylogistics
problemlate deliveries
kpis6
levelintermediate
GENERATESDATASETASSETSTHEMEGUIDE
ENGINE 02In-house
AETHERYON CertificatesEngine
Generates and documents the certificate of each completed training.
COMPLETION
participantA. Participant
programBI Lab · SQL
resultpassed
CERTIFICATESAMPLE
AETH-0042
- 01Case sheetBSE
- 02Simulated caseBSE
- 03Hands-on workshopBI LABS
- 04CertificateCERT ENGINE
06 / AETHERYON ecosystem
The operational intelligence lab of AETHERYON
AETHERYON Systems doesn’t just develop technology. It designs the productive dynamic that lets you use it without friction.
BI Labs is where that dynamic is explored with data first: tested in the lab, then delivered as a productized solution.
01 · BI LABS
Explore & prove
Working experiments show what is possible with your kind of data.
02 · CONVERSATION
Your problem, scoped
We start from what you need to understand, automate or improve.
03 · PRODUCTIZED SOLUTION
Delivered by AETHERYON
The right format for your case — audit, sprint, project or ongoing support.
07 / Conversation
Have a data problem?
Tell us what you’re trying to understand, automate or improve.
or write to contacto@agraound.site
We start with the problem, not a price list.