In the demo, the handwriting is messy but legible. In the real world, you get thermal paper receipts where the ink has faded to invisibility, or sticky notes covering the invoice total. The demo skips these. When I asked a sales engineer about a "pixelated fax," they admitted that while the OCR is great, extreme degradation requires a pre-processing step (deskewing, despeckling) that isn't part of the core extraction module.
The "wow" factor comes from the . The demo almost always includes a scanned doctor’s prescription or a handwritten delivery note. ABBYY’s proprietary recognition engine (which is distinctly better than open-source Tesseract) usually nails the extraction, even with slanted cursive. abbyy flexicapture demo
The danger of the ABBYY FlexiCapture demo is that it uses "optimized samples." The vendor chooses clean invoices and moderately messy handwriting. In the demo, the handwriting is messy but legible
No demo claims 100% accuracy. FlexiCapture is honest about this. The demo shows a "Confidence Score" color-coded in red, yellow, or green. Low-confidence fields (blurry numbers, ambiguous checkboxes) are highlighted for a human reviewer. The operator clicks once, types a correction, and hits submit. The system learns from that correction immediately. The Critical Analysis: What the Demo Doesn't Tell You While the demo is visually impressive, an experienced IT buyer watches for the "smoke and mirrors." When I asked a sales engineer about a
If your data is clean, the demo is magic. If your data is real, the demo is a starting point. Bring your own mess to the table before you sign the contract.
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