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Use cases that pay for themselves.

Representative scenarios that mirror the work we do. They are not named client case studies.

Consumer goods & distribution

Demand forecasting for a distributor

Planners rebuild spreadsheets every week and stock-outs still surprise them.

Approach
  • Land SAP and point-of-sale data in a governed lakehouse
  • Baseline current forecast error
  • Add a forecasting model with a planner override
What we measure

Forecast error against baseline, stock-outs, inventory days.

Manufacturing & services

One version of the truth for SAP Business One

Five reports show five different revenue numbers, and month-end takes days.

Approach
  • Extract Business One data on a schedule
  • Build one semantic model with agreed metric definitions
  • Publish certified dashboards in Power BI
What we measure

Time to close, report reconciliation effort, dashboard adoption.

B2B and consumer brands

Marketing measurement tied to revenue

Ad platforms and the CRM disagree about what worked.

Approach
  • Clean GA4 events and consent handling
  • Export GA4 to BigQuery and join CRM revenue
  • Report cost per qualified lead and pipeline by channel
What we measure

Cost per qualified lead, pipeline by channel, lead-to-opportunity rate.

Retail & e-commerce

A VTEX store connected to the ERP

Stock and prices drift between the store and the ERP, causing oversells.

Approach
  • Map products, stock, prices and orders
  • Build resilient sync with retry and alerting
  • Add monitoring dashboards for order flow
What we measure

Oversells, order sync latency, manual corrections.

Finance operations

An invoice-processing agent with human review

Accounts payable re-keys invoice data and chases exceptions by email.

Approach
  • Extract fields and match to purchase orders in the ERP
  • Route exceptions to a review queue
  • Log every action for audit
What we measure

Touchless rate, exception rate, cycle time.

Product launches

An integrated launch campaign

Brand, media and CRM teams run separate plans with separate numbers.

Approach
  • One brief, one concept, one measurement plan
  • Creative and media built together
  • CRM nurture that picks up where ads stop
What we measure

Cost per lead, lead-to-opportunity rate, brand search lift.

A typical pilot

Six weeks from kickoff to something your team uses.

Every engagement starts with a fixed-scope pilot and a written success metric. Here is how the weeks usually break down.

W1W2W3W4W5W6
Discover and baseline
Ingest priority sources
Model and quality tests
Dashboards or agent
Test, train, hand off
What changes

The same work, in a fraction of the time.

Weekly reporting efforthours
Manual
24
Automated
3
Time to answer a new questiondays
Before
5
After
0.5
Reconciliation errors per montherrors
Before
12
After
2

Illustrative example of a typical automation outcome. Not a client result.

Start here

Tell us the question your data can't answer yet.

A 45-minute working session, no slides. You leave with a scoped pilot proposal.

We reply within one business day.