The Mess Is Real
Thousands of transactions. Duplicate merchants. Mixed personal and business charges. An ever-growing review backlog. Sound familiar?
Every day you wait, your backlog grows. The longer entries sit unreviewed, the harder they are to classify correctly. Memory fades. Context disappears. Confidence drops.
The Sync Pipeline
From raw bank feed to fully categorized, synced QuickBooks entries. Seven stages. Zero guesswork.
Pull Transactions
Import from Plaid bank feeds, CSV uploads, or direct entry. Every transaction gets a normalized timestamp and deduplication hash.
Normalize Merchants
Transform raw descriptors like 'AMZN Mktp US*2K8TJ4F0' into 'Amazon Marketplace'. Group by merchant family and subtype for pattern recognition.
Detect Transfers
Identify internal transfers between your own accounts before classification. This prevents transfers from being miscategorized as expenses or revenue.
Suggest Categories
Match against your QuickBooks chart of accounts using historical patterns, rule hits, merchant intelligence, and research signals.
Propose Rules
When the engine spots recurring patterns, it proposes reusable rules that automate future matches. You approve, reject, or refine.
Surface Anomalies
Flag unusual amounts, new vendors, recurring price changes, potential duplicates, and category drift for your review.
Sync High-Confidence
Items scoring 98%+ sync directly to QuickBooks. Lower-confidence items route to your review queue with full explainability.
Why It Trusts This
Every categorization comes with a complete explanation. No black boxes. No magic. Just transparent reasoning you can audit.
Adobe Creative Cloud
ADOBE *CREATIVE CLD · -$54.99 · Feb 27, 2025
Routed to Review Suggested lane. Confidence is 92% (below 98% auto-sync threshold). Recurring subscription with price increase detected vs. prior month.
Cleanup Momentum
Process your backlog oldest to newest. Every transaction you resolve improves the engine's future accuracy. Progress is additive and permanent.
Anomalies & Signals
Synquer watches for patterns humans miss. Price changes, new vendors, duplicates, and category drift surface automatically.
Unusually large Uber charge
$32.50 is 3x the typical amount for this merchant.
Adobe price increase
Subscription increased from $49.99 to $54.99.
Possible duplicate: Venmo
Two payments of similar amounts within 48 hours.
New vendor: Target.com
First transaction from this merchant in 12 months.
Amazon inconsistency
Recent purchases classified across 3 different categories.
Review Less. Trust More.
Batch similar transactions together. Same merchant, same likely account, same pattern. Review once, resolve many.
Batch Review: Google Workspace
3 transactions matching the same merchant pattern
Ledger Alignment
Synquer uses your QuickBooks chart of accounts as the single source of truth. It doesn't invent categories. It matches to your existing structure.