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Real problems. Serious outcomes.

The kind of automation we ship. We take manual processes and turn them into tools that run on their own. Representative scenarios. Every client's work stays private. The next tool could be yours.

SCENARIO 01 / LOGISTICS

We take manual order entry in logistics and turn it into a flow that runs itself.

PROBLEM
  • Hundreds of orders/day entered by hand across 3+ separate systems
  • Routing errors from a lack of real-time visibility
  • Hours of delay before goods reach the vehicle
APPROACH
  • Central ingestion layer feeding every downstream system
  • Custom dispatcher dashboard with real-time status
  • Automatic alerts for deviations
TYPICAL IMPACT
  • Typically ~70% less processing time
  • Dramatically fewer routing errors
  • Thousands of hours/year back to the team
STACK PythonPostgreSQLn8nFastAPI
SCENARIO 02 / RETAIL

We automate the inventory reconciliation that eats people alive every day in retail.

PROBLEM
  • Daily stock reconciliation across many sources (ERP, e-shop, POS, 3PL)
  • Mismatches causing stockouts and overstock
  • People fully locked into the process
APPROACH
  • Reconciliation engine comparing all sources automatically
  • Exception handling for genuine mismatches only
  • Daily report with action items only
TYPICAL IMPACT
  • People back to work that matters, away from spreadsheets
  • Tens of thousands of € less cost/year
  • A sharp drop in stockouts
STACK TypeScriptPostgreSQLPrismaCloud Run
MANUFACTURING

Real-time QA reporting for production lines

Quality dashboard streaming from PLC/sensors, in place of Excel reports with hourly latency.

24h → <2min latency Grafana + Postgres
HEALTHCARE

Rostering automation for clinics

Shift-generation algorithm respecting labour rules, in place of manual scheduling.

Manual → automatic Python + OR-Tools
FINANCE

Invoice OCR pipeline for accounting firms

End-to-end automation of invoice ingestion into the accounting system with high accuracy.

>98% accuracy Python + Tesseract
HOSPITALITY

Unified booking inbox for hotels

Consolidation of bookings from many platforms into one dashboard, with reconciliation.

Many channels, one inbox Node.js + Redis