The Glimps Logic Engine
More than simple OCR. We use hybrid AI models to understand financial context, structure, and semantics.
Multimodal OCR
Extracts text, layout, and handwriting simultaneously.
Semantic Mapping
Maps descriptions to GL codes via vector embeddings.
Continuous Learning
Every correction refines the model for your tenant.
Semantic Understanding
Traditional OCR relies on keywords and templates (e.g., looking for "Total:" at bottom right). This breaks easily with varying layouts.
Glimps understands the meaning of words, not just their position. It knows that "MacBook Pro" is conceptually similar to "Dell XPS" and should be booked as Hardware, even if it has never seen the specific invoice layout before.
Visual Layout Analysis
Our models see document structure. They understand that a bold number at the top right is likely the date, and that grids imply tables.
We analyze the entire document layout visually. This allows us to successfully extract data from complex tables, multi-column layouts, and even handwritten notes that confuse standard OCR.
Smart Traffic Control
Glimps assigns a confidence score to every field. High certainty? Auto-book. Low certainty? Flag for review.
- Autopilot (>98%)Straight to ERP (No Action)
- Human Review (80-98%)Flagged for 1-click review
Frictionless Review Interface
When the AI is not 100% sure, the specific field is highlighted. Users can correct it in seconds using intuitive keyboard shortcuts.
Human Feedback Loop
When you correct a GL prediction, the engine learns instantly, creating a custom model for your tenant.
Universal Format Support
From crumpled receipts to high-quality PDFs. Glimps unifies your input streams.
Any Document Type
PDF (Native & Scanned), JPG, PNG, TIFF
Smart Batch Processing
Automatically splits bulk scans and handles attachments.
Image Enhancement
Auto-rotation, deskewing, and noise reduction
Technology FAQs
Questions about our AI engine and capabilities.
Yes. Our multimodal vision models can interpret handwriting, scanned documents, and low-quality images with high accuracy.
Zero time. Glimps uses semantic understanding (like a human), not templates. It works instantly on layouts it has never seen before.
Absolutely. The system automatically detects document type and extracts relevant fields for receipts, credit notes, and invoices.
The system flags it for review with a confidence score. Users can verify and correct it in our dedicated "Human-in-the-Loop" interface. The model learns from these corrections instantly.
Yes, Glimps extracts full line item details including descriptions, quantities, unit prices, and SKU codes, even from complex tables spanning multiple pages.
Glimps converts text descriptions into vector embeddings to understand context. For example, it knows that "Uber" and "Taxi" are semantically similar and maps both to your "Travel Expenses" ledger automatically.
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