DocProof - AI Document Verification
AI-Powered Document Validation Engine for Onboarding Workflows that automates document collection, extraction, and validation.
Project Highlights
Claude-Powered Extraction
LLM-native document understanding using Haiku 4.5 via Bedrock.
Cross-Document Validation
Verify consistency across related documents (name matching, date alignment, address correlation).
Anomaly Detection
Automatically identify missing documents, duplicates, quality issues, and suspicious patterns during Document Validation.
About the project
It is built entirely on AWS serverless services. It's a deliberate architectural choice to optimize cost, security, scalability, and operational simplicity. Instead of using an autonomous AI agent, DocProof relies on a structured deterministic workflow with targeted LLM calls. This approach significantly reduces token costs, ensures consistent output, improves debuggability, and makes Document verification Processing fast and predictable.
This is primarily meant for Enterprises having a wide variety of use cases related to document verifications. Each requires multiple teams to collect necessary documents, validate them through standard guidelines, and manage back-and-forth with the document provider for clarifications and corrections.
We have validated the pipeline in multiple regional Indian languages and are planning to use Sarvam AI in case some languages do not work as expected.
Customize this for your use case? Please reach out to hello@appgambit.com
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Key Features
- ✓Claude-Powered Extraction: LLM-native document understanding using Haiku 4.5 via Bedrock.
- ✓Cross-Document Validation: Verify consistency across related documents (name matching, date alignment, address correlation).
- ✓Anomaly Detection: Automatically identify missing documents, duplicates, quality issues, and suspicious patterns during Document Validation.
- ✓API-First: Easily integrate the Document Verification Software with any CRM, ERP, or internal system.
- ✓Cost Optimized: Deterministic workflow ensures predictable cost at scale compared to unbounded AI agents.
- ✓Audit Trail: Every AI-powered Document Verification Software check documented with reasoning and confidence scores.
Tech Stack
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