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Demonstration · Illustrative data · BI Consulting Services

Drummond Company × BI Consulting Services

Business-unit operations board · Alabama coal & coke (illustrative unit) · Mine → prep plant → rail → port
Runs on Power BI Report Server — on-premises
Prepared for Randy
Manager, Operations Applications · September 2026
Power BI Desktop (RS) · Report Server · SQL Server on-prem

Production vs shipments — monthly tons

Raw tons producedClean tons shippedPlan

What this board answers

from the same dataset

Cost per clean ton by operation

lower is better · vs unit plan

Mine-to-market flow — where the tons go

period totals · kt = thousand tons

Ask the data

mock · private model on your own server
Ask about production, cost, safety or shipments…↵

Growth recommendations we'd start with

from the Oct 2024 conversation
  • 1One certified dataset per business unit on Report Server, refreshed from SQL Server on a schedule — every report on this page reads from it, so numbers agree across mine, plant and finance.
  • 2Row-level security by site so a mine manager opens the same .pbix and sees only their operation; the unit VP sees "All".
  • 3Subscriptions instead of spreadsheets — Report Server e-mails the shift/daily PDF at 06:00; nobody re-keys the production log.
  • 4A private "ask the data" layer (below) that runs beside Report Server on your own hardware — nothing leaves the network, no per-seat cloud licence.
Also from BI Consulting Services

Private AI on your own server

The "ask the data" panel above is built to run on a GPU server inside your own network: an open-weight model over your own documents, with every answer citing the file it came from. No per-seat licence, works offline, and nothing leaves the building.

How it sits in your environment

YOUR NETWORK · NOTHING LEAVES THE BUILDING Your files policies · SOPs · contracts reports · ERP exports indexed locally GPU One server, in your building open-weight model · your data only in seconds Cited answers every reply links to the source file and page no cloud AI · no third-party processor
One appliance-class server on your rack or in a secured closet. Your files are indexed where they already live; the model runs locally; answers come back with the source page attached.

What that means in practice

  1. 1
    Your data only, on your hardwareAn open model over your own documents and exports. No third-party AI processor, no data-transfer agreement to review.
  2. 2
    Every answer cites its sourceReplies point to the file and page they were drawn from, so people check the answer instead of trusting it blind.
  3. 3
    No per-seat licenceThe whole team can ask questions. Cost is the server and our build, not a monthly number that grows with headcount.
  4. 4
    Works offlineIf the internet connection goes down, the answers still come. Nothing depends on a vendor's uptime or pricing changes.

The short deck

14 slides on how a private AI server is scoped, secured and rolled out. Click through, or take the PDF.

Download the PDF
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