QoE & FDD
AI That Survives Messy Data Rooms
QoE analysis and financial due diligence at deal speed.
QoE_Analysis.xlsx18 sheets
C8
fx=SUMIF(E:E, "One-time", C:C)
A
B
C
D
E
1
Transaction ID
Vendor
Amount
Date
Flag
2
TXN-001
AWS Inc
$12,500
1/12/23
Valid
3
TXN-002
WeWork
$4,200
1/15/23
Valid
4
TXN-003
Consulting LLC
$50,000
1/20/23
One-time
5
TXN-004
Delta Airlines
$850
1/22/23
Personal
6
TXN-005
Google Ads
$15,000
1/25/23
Valid
7
Adj. EBITDA
8
9
Superjoin Agent
Due Diligence at Deal Speed
Accelerate Quality of Earnings and Financial Due Diligence with AI that instantly processes messy client data.
01
Data NormalizationTransform Messy Client Data into Clean Models
Upload GL dumps, PDF invoices, or inconsistent trial balances. Superjoin normalizes formats, consolidates vendors, and maps to your FDD template instantly.
- Handle any client data format
- Auto-consolidate duplicate vendors
- Map to your standard chart of accounts
Data NormalizerPending
Inconsistent formats detected
INV #202300011000Acme corp
Invoice-2023-002$1,500.00ACME CORP.
202300032000 USDacme
3 vendors consolidated • 3 format issues fixed
02
QoE AdjustmentsSurface Every Add-Back Automatically
Superjoin scans transaction data to flag one-time expenses, related party transactions, and owner add-backs—then calculates Adjusted EBITDA impact.
- Detect non-recurring items
- Flag related party transactions
- Auto-calculate EBITDA bridge
QoE AnalyzerReady
Office Lease
Recurring
$12,500
Legal Settlement
One-time
$85,000
AWS Hosting
Recurring
$8,200
CEO Personal Travel
Add-back
$15,400
Marketing Campaign
Recurring
$22,000
Adjusted EBITDA Impact+$100,400
03
Model AuditFind Every Hardcode and Broken Link
Audit client models for hardcoded values, circular references, and formula errors. Get a complete dependency map with flagged issues.
- Detect hardcodes in calculation chains
- Identify circular references
- Full formula dependency mapping
Formula AuditorScanning...
F15Net Income Calculation
= B15 - C15 - 0.25 * D15
B15Revenue
C15COGS
0.25Hardcoded Tax Rate