14+ Bank Parsers • Precision Scoring

Decode Your Records.
Deploy Your Decisions.

Stop manually sifting through messy PDFs. RecordLoupe decodes bank statements with per-transaction precision scoring — so you know exactly which data to trust. No sign-up, no server bills.

Browser Analytics Results in Seconds Zero Server Cost
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14+
Bank Formats
0
Analytical Engines
50MB
Max File Size
<3s
Avg Extraction Time
Core Features

Everything You Need to
Analyze Statements

From upload to insight, RecordLoupe covers the full workflow with precision tooling designed for financial professionals.

Upload & Processing

Drag-and-drop PDF upload with instant extraction for small files and async background processing for large or scanned statements. Real-time progress, cancel, and retry at your fingertips.

Drag & Drop PDF Preview Async Processing Cancel & Retry 50 MB Limit Progress Indicator

Statement Viewer

Hero balance cards, full account info, and three dedicated tabs — Transactions, Summary with timeline chart, and Raw JSON for developers.

TRANSACTIONS SUMMARY RAW JSON

Power Table

Paginated, sortable, searchable. Frozen columns, inline editing, bulk select, precision filter, CSV export — Excel-grade control in your browser.

Sort, search, filter by amount range
Inline edit with Enter/Esc
Bulk select & mark removed
Column visibility toggle

Async Job Management

Background polling every 3 seconds. Active job indicators, toast notifications on completion, dismiss/cancel/retry — all with undo support.

Processing... 67%

Browser-Based Analytics & Precision Scoring

Every transaction gets a 0-100% precision score so you know which rows to trust. All five analytical engines compute in your browser after extraction — zero server cost for analysis, no API bills.

Zero Server Cost Low Server Cost

Job History

Every completed job auto-saved to your browser. Search, filter, re-export CSV. Auto-pruned to 50 entries. Source type badges for online vs scanned.

ONLINE SCANNED
Analytical Engines

Five Engines. Complete Clarity.

Scroll to explore each analytical check. Every engine surfaces actionable insights with row-level highlighting.

WDC

Window Dressing

AMB

Monthly Balance

ISC

Income Stability

LBA

Low Balance Alert

RSE

Risk Scoring

Window Dressing Check

Automatically detects suspicious round-number transactions and near-miss pair patterns that indicate window dressing.

Round-number detection
Near-miss pair identification
WDC flag columns in CSV export
Flagged Transactions
INTER BANK TRF05 APR
-50,000Round Num
CASH DEPOSIT10 APR
+99,950Near-miss

Average Monthly Balance

Calculates the weighted daily average balance across the entire statement period — essential for bank loan profiles.

Weighted daily balance metrics
Min & Max trajectory points
AVG90.3K
MIN188
MAX564K

Income Stability Check

Scores income regularity using structural transaction frequency analysis and statistical volatility metrics.

Frequency detection systems
Expense ratios calculations
FrequencyBi-weekly
VolatilityVery High
Stability Score70/100

Low Balance Alert

Monitors periods where historical balances dip underneath target bounds with streak tracking arrays.

Configurable profile threshold bounds
Consecutive down-streak detection
Lowest Point188.75
Trigger Alerts13 Total
Worst Streak17 Days

Risk Scoring Engine

A composite intelligence system processing arrays down to singular clean risk vectors ranging 0-100.

Weighed modular factors components
Real-time dynamic visualization metrics
16 Low Score Profile
How It Works

Three Steps to Full Insight

1

Upload PDF

Drag and drop your bank statement PDF or browse to select. Supports files up to 50 MB with instant preview.

Drop PDF here
2

AI Extraction

AI extracts all transactions, account details, and balances. Small files process instantly; large ones run asynchronously.

Extracting transactions...
3

Analyze & Export

Review transactions, run five analytical checks, and export filtered CSVs or formatted analytical reports.

JS Bank_2019.csv
AR_JS Bank_2019.txt

Scroll down to explore more features

Navigation & UX

Built for Speed & Precision

Smart Navigation

Collapsible sidebar with four contextual navigation items that appear as you progress. Active job count badge on Upload. Two-column upload view with Recently Viewed panel.

Upload 2
Statement
Transactions
History

Keyboard Shortcuts

Keyboard Shortcuts

Power-user keyboard shortcuts for lightning-fast workflows. Focus search, export CSV, and close modals without touching the mouse.

Focus Search
K
Export CSV
E
Close Modal
Esc

Guided Onboarding

Five-step guided walkthrough for new users with spotlight highlighting and dim overlay. Covers upload, processing, statement viewer, and analytical checks. Skip anytime — never replays after completion.

Step 3/5

Theme & Persistence

Dark and light theme toggle with preference saved across sessions. Sidebar collapse state, analytical check configuration, and onboarding status all persist in localStorage.

Dark
Light
Compatibility

14+ Bank Formats Supported

From major national banks to digital wallets — RecordLoupe handles multi-line, tab-delimited, and OCR-scanned formats with precision. New parsers added regularly.

JS Bank
Multi-line + Tab
Bank Alfalah
2 Variants
Askari Bank
Standard
ABL
Allied Bank
Bank AL Habib
Standard
Bank Islami
Standard
Bank of Punjab
Scanned / OCR
Dubai Islamic
Standard
Easypaisa
Digital Wallet
Faysal Bank
Jumbled / OCR
Habib Metro
MPBL
HBL
Standard
Meezan
Islamic
MCB
Standard
Transaction Power

Every Transaction, Under Control

Search transactions... K
Amount:
Precision: 0%
Date Description Credit Debit Balance Conf Action
03 APR 25 RAAST DEBIT TRANSFER -100,000.00 194,678.00 100%
04 APR 25 INTER-BANK FUNDS TRANSFER +75,000.00 269,678.00 100%
05 APR 25 MBK-INTER BANK FUNDS TRF -50,000.00 219,678.00 85%
07 APR 25 RAAST DEBIT TRANSFER -25,000.00 194,678.00 100%
10 APR 25 UTILITY BILL PAYMENT -8,500.00 186,178.00 92%
Showing 1–50 of 230 transactions
Debit total: 3,575,320.25
Credit total: 3,571,528.00
Frozen Columns Inline Editing Bulk Select Column Visibility CSV Export Skeleton Loading
Ready to Start

Turn PDFs Into
Actionable Intelligence

Upload your first bank statement and experience AI-powered extraction with five analytical engines. No sign-up required, no credit card — everything runs locally in your browser.