AI & Data

Local AI Agents for Data Analysts

Learn practical applications of local AI agents in data analysis and report automation.

Duration
6h
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Who it's for

Ideal for teams that…

1 Data analysts
2 BI specialists working with Power BI
3 Automation and data process engineers
4 People responsible for data quality and testing
Outcomes after the program

Hands-on AI and data analytics workshops — built around your team's real cases.

✓

Basic knowledge of data analysis and reporting

✓

User-level knowledge of Power BI

✓

Basic knowledge of APIs and workflow automation

✓

Ability to run local AI models (e.g., local environment with Ollama or LM Studio)

Program · 4 modules

What we actually do

M01
Block 1: Automation of cyclical reports and anomaly detection
  • · Collecting data from sources, calculating KPI metrics
  • · Generating business narratives using AI (text description of results)
  • · Automatic anomaly detection and alerting on KPI deviations
  • · End-to-end workflow in n8n with local Ollama or LM Studio model
M02
Block 2: Power BI – report automation and optimization
  • · Overview of Power BI API and integration with Python and n8n
  • · Automatically proposing optimization solutions based on table structure and data (e.g., query and visualization optimization)
  • · Automatic report refreshing and text insight generation
M03
Block 3: Data test automation based on documentation
  • · Creating quality and consistency tests for data using AI with documentation and specifications
  • · Automatic detection of anomalies, gaps, and inconsistencies in data
  • · Workflow in n8n to automate data tests and generate result reports
M04
Theoretical knowledge (minimum):
  • · Basics of AI supporting data analysis and reporting
  • · Mechanisms of local model operation and API integration
  • · Principles of building workflows with AI agents in the context of data analytics and Power BI
Every module is adapted to your stack and context. The above is a starting point — not a fixed agenda.
How we work

From brief to retro in 30 days.

01

Brief & diagnosis

A call with the team lead + a short survey for participants. We define goals, gap and context.

02

Program customization

We adapt modules, case studies and code examples to your stack. Approval in 5 days.

03

Workshop

Trainer-led sessions, hands-on, code review. Mentor available between sessions too.

04

Retro + report

Outcome report for the team and lead. 30 days of consulting included.

Inquiry

Send a brief. We'll reply within 1 day.

After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.

✓Quote within 48h of the brief
✓First session within 30 days
✓Pilot before the full decision
✓VAT invoice, payment in instalments possible

Ochrona antyspamowa (Cloudflare Turnstile) zostanie aktywowana po wpięciu klucza.

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