SAMPLE: Healthcare & life sciences × BI Consulting Services

Network scorecard

Selected period vs the preceding period of equal length

①

Patient flow — referral → scheduled → seen → billed → paid

Signature view · where volume and cash leak out of the funnel

②

What this board answers

Three questions a network COO asks every Monday

⑧

Completed visits & no-show rate by month

Bars = completed visits · line = no-show rate · dashed = 7.0% plan

③

Visits & schedule fill by site

Ranked by completed visits · fill = booked ÷ provider slots · plan 88%

④

Revenue cycle — A/R ageing & denials by reason

Open A/R by age bucket · initial denials by root cause

Open A/R by age (days)

Denials by reason

⑤

Payer mix & net collection

Share of completed visits · collections ÷ charges by payer

⑥

Quality measures & third-next-available wait

HEDIS-style measures vs network target (tick) · days to 3rd next available slot by service line

⑦

Ask the data

AI layer on the same semantic model · answer recalculated with the filters

›

Which sites are below 85% fill?Denials by payer last quarterWhere is wait time longest?

⑨

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

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
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
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
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
Works offlineIf the internet connection goes down, the answers still come. Nothing depends on a vendor's uptime or pricing changes.