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PRJ—R04Koruna CapitalInternal ToolingShipped · In production

Foundry

Representative project · 03 / 04

A manufacturing operations dashboard and internal tooling suite that makes a plant floor legible.

ROur role
  • [01]Data engineering
  • [02]Internal tooling
  • [03]Dashboards & BI
SStack
  • Python
  • dbt
  • Postgres
  • React
01The challenge

The client's plant ran on tribal knowledge and end-of-shift paperwork. When something slipped, no one could see it until it was already a problem.

The question was whether the day-to-day state of operations could be made visible in real time — and whether the manual reporting grind could be removed entirely.

02Our approach
  1. 01

    Instrument the floor

    Foundry pulls live signals from existing line systems and sensors into a single operational data layer — no rip-and-replace.

  2. 02

    Surface the state

    A real-time dashboard and internal tools give supervisors a clear, shared view of throughput, exceptions and bottlenecks as they happen.

  3. 03

    Predict, don't react

    Models flag the conditions that precede downtime, so maintenance is scheduled before a line stops rather than after.

03The outcome

Supervisors gained a live view of the floor and a marked reduction in unplanned downtime.

Hours of manual end-of-shift reporting were replaced by dashboards that are always current.

  • Real-time dashboard
  • Operational data layer
  • Predictive maintenance

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