Anyrow vs RedVeil

Schema-Driven AI Extraction

Ditch per-vendor templates forever. Define your data columns once—like "vendor," "invoice number," "amount," "due date"—and Anyrow's AI does the heavy lifting. It intelligently maps and extracts those specific fields from any document layout, whether it's a native PDF, a scanned image, or a camera photo. This adaptive approach handles format variations automatically, delivering consistent, structured rows with high confidence, typically in just over a second.

Live Editable Tables with Built-in Storage

Extracted data flows instantly into real-time, collaborative tables within Anyrow. This isn't just an export preview; it's a fully functional structured database. Your team can immediately review, sort, filter, edit, and correct data without switching apps. It provides a single source of truth for your extracted data, combining the extraction engine with a powerful storage and collaboration layer so you can manage everything in one place.

Multi-Format Export & Native Integrations

Get your clean data into any downstream system effortlessly. Export directly to common formats like CSV and Excel (XLSX) or JSON for developers. For automated pipelines, use the robust REST API, the convenient TypeScript SDK, or configure real-time webhooks. Anyrow is built to connect, ensuring the data you extract can instantly power your accounting software, ERP, spreadsheets, or custom applications.

Batch Processing & High-Volume Handling

Upload hundreds of documents at once for rapid, bulk processing. Anyrow is engineered for volume, enabling ops and finance teams to process large batches of invoices, receipts, or shipping documents in minutes instead of days. This batch capability, combined with per-document speeds of around 1.4 seconds, transforms back-office data entry from a days-long bottleneck into a swift, automated task.

AI-Powered Analysis

RedVeil leverages cutting-edge AI technology to conduct penetration tests that identify real, exploitable vulnerabilities. The AI provides context, reproduction steps, and clear remediation guidance, ensuring teams understand the risks and how to address them.

One-Click Retesting

With RedVeil's One-Click Retesting feature, organizations can easily verify the effectiveness of their fixes. After remediation, users can initiate a new test with a single click, allowing for agile security practices that keep pace with rapid development cycles.

Compliance-Ready Reporting

RedVeil generates comprehensive, professional reports that meet the requirements of major compliance standards, including SOC 2, ISO 27001, and PCI-DSS. These reports are ready when you need them, eliminating the hassle of preparing documentation post-test.

On-Demand Testing

The platform allows teams to initiate penetration tests on-demand, without the need for prior scheduling or delays. This flexibility ensures that security testing aligns with development cycles and changes in the environment, providing continuous coverage.

Accounts Payable & Invoice Processing

Automate the entire invoice-to-ledger workflow. Upload batches of supplier invoices in any format. Anyrow extracts key data like vendor details, invoice numbers, amounts, and due dates into structured rows. The finance team can quickly review, approve, and edit within the platform before exporting the clean data directly into their accounting software or ERP, slashing processing time and manual errors.

Receipt & Expense Management

Streamline expense reporting for employees or clients. Staff simply photograph or forward receipt emails. Anyrow extracts merchant names, dates, totals, and tax amounts, populating a centralized, audit-ready table. Bookkeepers can then easily categorize expenses, resolve discrepancies, and export finalized reports for reimbursement or client billing in a fraction of the usual time.

Logistics & Shipping Document Processing

Parse bills of lading, packing slips, and delivery notes at scale. Dispatchers and logistics coordinators upload documents to automatically extract critical data like PO numbers, shipment IDs, weights, and destinations. This data feeds directly into tracking systems and freight audits, providing real-time visibility and eliminating manual data entry from chaotic paper trails.

Client Onboarding & Document Intake

Accelerate KYC (Know Your Customer) and client onboarding for accounting firms or financial services. Upload identification documents, bank statements, and application forms. Anyrow pulls out structured client data (names, addresses, account numbers), organizing it into neat, searchable tables. This reduces manual data scrubbing, speeds up setup, and improves data accuracy for new client profiles.

Agile Development Teams

Agile development teams can utilize RedVeil to conduct penetration tests as part of their continuous integration and deployment pipelines. This proactive approach helps identify vulnerabilities early, ensuring secure code releases.

Compliance Assurance

Organizations seeking compliance with industry regulations can rely on RedVeil to perform regular penetration tests that generate necessary documentation for auditors. This keeps compliance on track while reducing the burden of extensive manual testing.

Vulnerability Remediation

Security teams can use RedVeil to quickly assess the impact of vulnerabilities and ensure effective remediation. By understanding the attack paths and receiving guided remediation advice, teams can enhance their security posture promptly.

Security Audits

Before major security audits, businesses can leverage RedVeil to run thorough penetration tests. This enables them to identify and address potential issues, ensuring they present a robust security framework to auditors.

Anyrow is the AI-powered document extraction engine that turns unstructured chaos into structured data in seconds. It's built for ops teams, bookkeepers, accounting firms, logistics dispatchers, and finance professionals who are tired of the manual grind and the tech stack sprawl. The core value proposition is stunningly simple: drop any document—PDFs, scans, invoices, receipts, emails, Word files, Excel sheets, or images—and get back clean, editable rows in a live table. Anyrow eliminates the need for fragile, per-vendor templates. Instead, you define your data schema (the columns you need) once. Its schema-driven AI then intelligently finds and extracts those specific fields across any document layout, whether it's a native digital PDF, a scanned document, or a photographed receipt. The platform consolidates your entire workflow: extraction, structured storage, review, editing, and querying all happen in one login. Then, push your production-ready data out via CSV, XLSX, JSON, REST API, TypeScript SDK, or webhooks. Anyrow is designed to replace the cumbersome patchwork of tools like Parseur (extraction), Airtable (storage), and Zapier (automation), delivering extraction, storage, CRUD operations, and API access in a single, agile product.

RedVeil is an innovative AI-powered penetration testing solution that transforms the way organizations secure their software and infrastructure. Designed for modern engineering teams who deploy code frequently, RedVeil eliminates the long wait times and exorbitant costs associated with traditional pentesting. Instead of relying on external consultants for a "point-in-time" assessment, RedVeil empowers users to initiate full, autonomous penetration tests in just minutes. The platform combines the analytical reasoning of human hackers with the speed and efficiency of advanced software, delivering actionable, audit-ready reports by the end of the day. Ideal for SaaS providers, small organizations, and compliance-focused teams, RedVeil streamlines the security process, allowing teams to identify and remediate vulnerabilities swiftly and effectively.

What types of documents can Anyrow process?

Anyrow is built for document diversity. It can process native digital PDFs, scanned PDFs, images (JPEG, PNG), photographs of documents, Microsoft Word files, Excel spreadsheets, and even text extracted from emails. The AI is trained to handle structured, semi-structured, and unstructured layouts commonly found in invoices, receipts, forms, and reports.

How accurate is the AI extraction?

The AI delivers high accuracy, typically demonstrating 99%+ confidence on well-formed documents, as noted in the provided example. Accuracy is maintained across various layouts because the system uses your defined schema to target specific fields, rather than relying on rigid templates. Any extracted data is instantly available for human review and editing within the live tables to ensure 100% correctness before export.

Do I need to create a template for every vendor or document type?

No. This is the core innovation of Anyrow. You do not create per-vendor or per-document-type templates. Instead, you define a single schema for your project—the set of columns you need (e.g., Invoice Date, Amount, Vendor). The AI uses this schema to find and extract the corresponding data from any document you upload, regardless of its visual layout or source.

How do I get my data out of Anyrow?

You have multiple robust options. For manual downloads, you can export your tables directly to CSV or Excel (XLSX) format. For developers and automated workflows, you can export as JSON, use the comprehensive REST API for programmatic access, utilize the TypeScript SDK, or configure webhooks to push data to other apps in real-time. Anyrow is designed to fit seamlessly into your existing data stack.

Does RedVeil perform a real penetration test?

Yes, RedVeil conducts authentic penetration tests powered by AI, which identify exploitable vulnerabilities in your systems with real-world accuracy.

How many penetration tests can I do with my annual subscription?

The number of penetration tests you can conduct with your subscription varies based on the chosen plan, ensuring that you receive ample coverage to meet your security needs.

Is there a chance that my web application or network could go down during the test?

RedVeil's AI is designed to minimize the risk of disruption. However, as with any penetration testing, there is always a minimal risk, which is why it's essential to monitor the environment during testing.

Can I use RedVeil's penetration test reports to meet the requirements of my compliance?

Absolutely. RedVeil's reports are structured to align with compliance standards such as SOC 2, ISO 27001, and PCI-DSS, making them suitable for audit purposes.

Anyrow is an AI-powered document extraction and structured data platform. It automates the tedious process of pulling data from PDFs, invoices, emails, and scans into clean, editable tables. This places it squarely in the categories of AI automation and productivity software, designed to eliminate manual data entry. Users often explore alternatives for several key reasons. Budget constraints, specific feature requirements like advanced OCR or native integrations, and the need for a different deployment model (like on-premise) can drive the search. Some teams may already have parts of the stack in place and seek a more modular tool. When evaluating options, focus on core capabilities. Look for robust AI that handles diverse layouts without per-template setup, built-in data storage and management, and flexible export and API access. The goal is to find a solution that truly consolidates your workflow, saving time and reducing the complexity of using multiple disconnected apps.

RedVeil is an innovative solution in the realm of penetration testing, powered by agentic AI. Designed to meet the demands of modern engineering, it provides on-demand penetration testing that uncovers vulnerabilities quickly and efficiently. Users often seek alternatives to RedVeil for various reasons, including pricing concerns, specific feature requirements, or compatibility with their existing platforms. When considering an alternative, look for speed, cost-effectiveness, the quality of insights provided, and how well the solution integrates with your team's workflow. Choosing the right penetration testing solution is crucial for maintaining security in a fast-paced development environment. Evaluate options based on their ability to deliver actionable reports rapidly, the flexibility in scheduling tests, and the depth of their analysis. Ultimately, the goal is to find a service that not only fits your budget but also enhances your security posture without compromising on quality or speed.