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Foundry Insight

AI-powered document intelligence at scale.

Extract, classify, and route data from any document type — invoices, contracts, forms, and emails — using large language models trained on your document corpus.

95%+

Extraction accuracy on structured documents

10×

Faster than manual document processing

40+

Document types supported out of the box

100%

Audit trail on every extraction decision

Overview

What is Foundry Insight?

Foundry Insight applies large language models to the document processing challenge that defeats traditional OCR and rules-based extraction tools. It handles the messy, variable, real-world documents that your team currently processes by hand — and does it with the accuracy and audit trail that regulated industries require.

Accounts Payable

Automate invoice processing end-to-end — from receipt through extraction, validation, and ERP posting.

Contract Management

Extract key terms, dates, and obligations from contracts at scale — feeding your contract management system automatically.

Regulatory Reporting

Process incoming regulatory documents, extract required data points, and route to compliance teams with full audit trail.

Capabilities

What it does

01

Multi-Format Processing

Handles PDFs, scanned images, Word documents, emails, and structured forms — including handwritten content and low-quality scans.

02

LLM-Assisted Extraction

Uses large language models to understand document context, not just pattern-match fields — dramatically improving accuracy on variable-format documents.

03

Intelligent Classification

Automatically classifies incoming documents by type, sender, and urgency — routing them to the correct downstream process without manual triage.

04

Human-in-the-Loop Review

Low-confidence extractions are automatically flagged for human review, with the extracted data pre-populated for rapid validation.

05

Validation Rules Engine

Define business rules to validate extracted data against your systems — catching errors before they propagate downstream.

06

Compliance Logging

Full audit trail of every extraction decision, including model confidence scores and human review actions — ready for regulatory inspection.

Screenshots

See it in action

Document processing queue showing incoming documents with AI-assigned classifications, confidence scores, and routing destinations

Document Processing Queue

Incoming document triage with classification and routing

Split-screen interface showing original document on the left and extracted data fields on the right, with confidence indicators and edit controls

Extraction Review Interface

Side-by-side document view with extracted field validation

Analytics dashboard with document processing volume charts, extraction accuracy trends, and exception rate breakdowns by document type

Analytics Dashboard

Processing volumes, accuracy rates, and exception trends

Book a Demo

See Foundry Insight in your environment.

We'll walk you through the platform using your own use cases — not a generic demo script. Typically 45 minutes, with time for questions.

Tailored to your use case

We review your requirements before the call and tailor the demo accordingly.

No sales pressure

Our demos are run by engineers, not salespeople. You'll get honest answers.

Proof of concept option

If the demo goes well, we can run a 2-week PoC on your actual data.

Request a demo of Foundry Insight

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