aesop data practice portal sample build · Caldera Logistics 30 30 / 100 · Critical

State of the estate

Caldera Logistics

What your data practice looks like when Aesop is done. Every number on this site is computed live from Caldera Logistics's warehouse — a representative regional 3pl build.

30/ 100
▲ Critical

Trusted-enough data sitting on a broken operating half — the numbers are sound, but nobody owns what they mean.

T · Triage 50
R · Reconcile 50
U · Unify 25
S · Standardize 13
X · Transition 25

Clarity leads operating by ~23 pts. Binding constraint: Standardize — governance & manual burden.

4
Source systems
45
Data fields
30
Reports & dashboards
0
Enforced foreign keys

Eight tables, forty-five fields, thirty reports — and not one enforced relationship. The estate hangs together on naming convention, not integrity.

Two numbers, one database

The board asked for the on-time delivery rate and got two answers — 6.4 points apart, same week, same data.

94.1%
Operations
shipment grain, vs the SLA date
4,895 / 5,203 · TMS · Priya Nair
6.4
pt gap
87.7%
Finance
billed order, post-credit
4,116 / 4,695 · Billing/ERP · Marcus Hale

Same data, 6.4 points, from three choices nobody wrote down — grain, denominator, and one field: invoices.credit_amount. That one field starts three different fights.