Analysis

Data source comparison and gap analysis

Live

JE1 GL Account Source Comparison

564DealerTrack
553overlap
865Yooz
11 only in DT

New service COGS accounts

98% overlap rate

Strong agreement between sources

312 only in Yooz

Older / inactive accounts

Name Drift — 48 Mismatches

Accounts where Yooz and DealerTrack have different names. DealerTrack names are more current.

1*1003Bank acquisition
YOOZUMPQUA BANK TRUST
DEALERTRACKTRUST ACCOUNT COLUMBIA BANK
1*1005Bank acquisition
YOOZUMPQUA BANK
DEALERTRACKCHECKING COLUMBIA BANK
1*1006Truncation
YOOZOMAK UMPQUA
DEALERTRACKOMAK UMPQUA CHECKING
1*1125Rename
YOOZINVENTORY ADJ M13
DEALERTRACKYEAR END ADJ M13
1*1185Repurposed
YOOZFORD RCV - DEALER CASH
DEALERTRACKESP-CLEARING

+ 43 more mismatches. Full list in ANALYSIS.md

Coverage Gaps & Recommendations

No JE2 GLB on FTPCritical

Pullman store has no DealerTrack FTP export configured. 847 GL accounts only available via Yooz (no account types, no balances).

Request JE2 FTP export from DealerTrack admin
No vendor file in DealerTrackWarning

DealerTrack FTP exports do not include a vendor file for either store. Yooz is the only complete vendor source.

Yooz vendor exports are canonical — no action needed
48 name mismatches between sourcesInfo

DealerTrack names are more current (bank acquisitions, account renames). Yooz names may be stale.

Use DealerTrack names where available, Yooz as fallback
Omak (JFO) data is historicalInfo

1,008 GL accounts and 486 vendors from the sold Omak store. No business need but useful for historical AP lookup.

Flag JFO data as archived/inactive in Dataverse

Vendor Cross-Store Analysis

Store Distribution

JFGC → JE1548
JFO → Omak486
JFP → JE2353

Overlap Matrix

GC
Pull
GC
548
~90
Pull
~90
353

228 total shared IDs across all org pairs

Key Findings

National vendors (Ford, CARFAX, CDK) appear in all 3 stores

Local vendors are store-specific (Pullman/Moscow vendors only in JFP)

Monthly statement placeholders (CORP0924, FORD1025) are per-store per-month

All 176 previously-scraped vendors found in full JFGC export

Dataverse Seeding Plan

1
Seed Vendorsready
Source: YoozRecords: 901 active (JFGC + JFP)

Merge JFGC (548) + JFP (353), flag JFO (486) as inactive

2
Seed GL Accounts — JE1ready
Source: DealerTrack GLBRecords: 564 with types

Primary source. Account types + monthly balances available.

3
Seed GL Accounts — JE2ready
Source: Yooz COARecords: 847 (names only)

Only available source. No account types until JE2 GLB is available.

4
Seed GL Accounts — JFOoptional
Source: Yooz COARecords: 1,008 (names only)

Historical only. Seed if archival AP lookup is needed.

5
Create Dataverse Tablesready
Source: setup_dataverse.pyRecords: 7 jess_* tables

Script exists, needs --az-cli flag to run against production.

Skyooz — Jess Ford Auto Group AP Intelligence