Multimodal Intelligent Document Checking for Risk Control

Pain Points

Efficiency bottleneck - Manual review of 100+ document types took too long per transaction
Risk exposure - Manual verification of complex elements (handwriting, seals, tables) had an error rate of over 8%
Cost pressure - Inefficient manual verification consumed high operational costs
Data gap - Lack of structured data capability limited insights and risk early warning

✓

Powered by Instadesk

Intelligent document automation - Instadesk Smart QA (LLM) reads text, understands business logic, automatically classifies documents, and extracts key data into structured output
Financial‑grade OCR engine – Instadesk’s built‑in transformer‑based OCR delivers 99% accuracy for financial documents, handwriting, and seal recognition. Processes tens of thousands of documents daily to handle peak volumes
Review rule engine – Instadesk Smart Ticket + Agent Assistant includes hundreds of built‑in rules for automatic compliance checks and risk assessments. Supports custom rules so business teams can adapt to regulatory changes without IT involvement
Visual review dashboard – Instadesk Smart QA risk radar provides a visual side‑by‑side comparison of original documents vs. extracted data, enabling instant risk positioning.

Efficiency Gains by Product

Smart QA (LLM + OCR)

99% recognition accuracy, extracts elements from 100+ document types

Agent Assistant

Auto-applies review rules, flags exceptions for manual/check

Smart Ticket

Routes pre-reviewed cases to specialists, logs every decision

Smart QA Risk Radar

Visual comparison, cuts review time by 75%+

Business Results

>99%

Efficiency improvement

<0.5% (was 8%)

Error rate

60%

Manual review freed

+75%

Review speed

Before vs. After

Metric

Processing time per document

Manual verification error rate

Manual review workload

Document traceability

Review speed

After Instadesk

Minutes
<0.5%
40% (60% automated)
100% traceable
0.75x

Before

Hours

8%+

100%

Difficult

Baseline

Instadesk’s intelligent document checking turned our slow, high‑risk manual review into a fast, accurate automated process. We cut error rates from 8% to below 0.5% and freed up 60% of our reviewers for higher‑value work.

— Operations Director

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