Ocle — Visual AI Pipelines for Document Processing and Analysis
Build, run and monitor AI-driven workflows — without code.
Ocle is the platform that lets you define reusable AI analysis pipelines visually, feed in documents or web content and get structured, auditable results in real time. From invoice review to content analysis — Ocle automates document-heavy processes with full control.
Some clients & partners
Document-heavy processes steal time.
Every day.
Manual review of hundreds of documents
Invoices, contracts, reports and applications — each document is reviewed manually, one at a time, with the risk of errors.
Analyses that take days instead of minutes
Extracting data, comparing documents and compiling results requires hours of repetitive work.
No traceability or repeatability
Manual processes lack an audit trail and cannot be replicated exactly — each time is different.
Visual AI pipeline instead of manual work
Define once — run a thousand times
Ocle lets you build multi-step pipelines visually on a canvas. Each step — parsing, AI analysis, aggregation, page processing — is a building block that you connect together. Feed in documents, start a run and watch results emerge in real time. The same pipeline can be rerun again and again against new data, with full traceability and auditability.
Everything you need for document intelligence
Ocle combines document parsing, AI analysis, aggregation and publishing in a single visual platform.
Visual pipeline builder
- Drag-and-drop canvas with zooming and panning
- Steps connected with animated flow lines
- Each step has its own settings, prompt and flow control
- Reusable — build once, run against new data
Advanced document parsing
- Azure Document Intelligence with Layout, Read and Invoice models
- Support for PDF, PNG, JPG, Excel, CSV, JSON, XML and Markdown
- Page-by-page AI processing with customizable prompts
- Aggregation of results per file or per run
Results and reporting
- Real-time progress with step-by-step status visualization
- Results as JSON, formatted text or domain-specific reports
- Complete run history with the ability to inspect previous results
- Dashboard with statistics across all pipelines
Powerful tools for every step
From parsing individual pages to aggregating thousands of documents — Ocle handles the entire chain.
Web and CMS integrations
Parsing of sitemaps, individual web pages and SiteVision CMS. Fetch and analyze web content as part of your pipeline.
Secure secrets management
API keys and credentials are stored in Azure Key Vault. Only key names are saved in the database — never the actual secrets.
Job Spawner — pipelines that trigger pipelines
Compose jobs into larger workflows by letting one pipeline trigger another as a sub-step. Perfect for complex, multi-stage analyses.
Enterprise-grade document intelligence
Ocle is not a proof of concept. It is a production-ready platform designed for security, scalability and auditability.
Production-ready from day one
Ocle is not a lab tool. It is a proven platform already handling thousands of documents in production for European organizations.
Full traceability and auditability
Every run is logged with timestamps, input data, results and step-by-step progress. Perfect for auditing and compliance requirements.
Environment management with separation
Manage multiple environments — production, staging, test — with separated secrets and configurations for each.
No lock-in
You own all results and can export data in open formats. No proprietary file formats or licenses that bind you.
From document to insight — three steps
Define your pipeline, feed in data and let AI do the analysis.
Build your pipeline visually
Drag together a sequence of steps on Ocle's canvas — document parsing, AI analysis, aggregation, web fetching and more. Each step is configured with prompts and settings.
Step 1Feed in documents or URLs
Upload files (PDF, images, Excel, CSV) or enter a URL. Ocle handles parsing and preprocessing automatically.
Step 2Follow results in real time
Start the run and watch each pipeline step being processed with real-time progress. Results are displayed as JSON, formatted text or domain-specific reports — directly in the platform.
Step 3Processes that Ocle automates today
Organizations use Ocle to handle thousands of documents with precision and traceability.
Invoice review and fraud analysis
- Analyze thousands of invoices automatically
- Identify fraudulent invoices and fraud signals
- Per-supplier review with risk assessment
- Detailed report with total amounts and statistics
Contract review and document analysis
- Extract key clauses and terms
- Compare documents against policies and templates
- Compile analysis across hundreds of contracts
- Flag deviations and risks automatically
Content analysis and web review
- Fetch and analyze website content systematically
- Review SiteVision-based sites automatically
- Content inventory and quality assessment
- Compile results across the entire site
Measurable impact from day one
Ocle replaces hours of manual work with seconds of processing — without compromising quality.
Minutes instead of days
Analyses that previously took days of manual work are completed in minutes with full precision and traceability.
100% repeatable
The same pipeline produces the same results every time. No human variations, no forgotten steps, no inconsistency.
Scale without staff
Increase volume from 100 to 10,000 documents without increasing headcount. Ocle handles the scale automatically.
Ocle vs manual document processing vs general AI tools
The difference between chatting about documents and systematically processing them.
| Funktion | Ocle | Manual review | ChatGPT / general AI |
|---|---|---|---|
| Visual pipeline builder without code | — | — | |
| Processing of thousands of documents in parallel | — | — | |
| Real-time progress and step-by-step monitoring | — | — | |
| Structured, exportable results | Limited | Limited | |
| Full audit trail and run history | — | — | |
| Domain-specific reports (e.g. fraud analysis) | — | — | |
| Reusable workflows | — | — | |
| Environment management with separated secrets | — | — | |
| Web content and CMS integrations | — | Limited | |
| Repeatability — same input produces same results | — | — | |
| Scalable to enterprise volumes | — | — | |
| Azure-based security and encryption | — | — | |
Frequently asked questions about Ocle
Ocle is a platform for document intelligence and AI-driven workflows. At the core of Ocle is the visual pipeline builder — a zoomable, pannable canvas where you drag together a sequence of processing steps that form a complete analysis flow. Each step is a building block with a specific function: document parsing with Azure Document Intelligence, AI-driven page analysis with customizable prompts, aggregation of results across multiple files, web content fetching, CMS integration and more. Once you have built a pipeline, you create a run by uploading documents or entering a URL. Ocle then processes all steps sequentially with real-time progress — you see exactly where in the process each document is. Results are displayed as structured JSON, formatted text or domain-specific reports depending on your configuration.
Ocle supports a wide range of file formats and data sources. For document files, the platform handles PDF, PNG, JPG, JPEG, GIF, SVG, TXT, Markdown, JSON, XML, CSV and Excel (XLSX). Document parsing is powered by Azure Document Intelligence which offers three different parser models: the Layout model for standard documents with mixed text and structure, the Read model for text-intensive documents and the Invoice model which is a pre-trained model specialized in invoice extraction. Beyond file uploads, Ocle can also fetch and process web content — you enter a URL and Ocle fetches, parses and analyzes the content as part of your pipeline. There is also support for sitemap parsing and integration with SiteVision CMS.
Yes, Ocle is designed with enterprise-grade security at every layer. All document processing takes place in Azure environments with encryption both in transit and at rest. API keys and credentials are managed via Azure Key Vault — Ocle never stores the actual secrets in the database, only reference keys. The platform supports separated environments, meaning you can have production, staging and test with completely separated configurations and secrets. Every run is logged with full traceability — who started it, which documents were processed, which results were generated and which pipeline steps were executed. Role-based access control ensures users only have access to the resources they need.
Yes, Ocle is built to be completely code-free for regular use. The visual pipeline builder lets you drag together workflows directly in the browser — each step is configured with dropdown menus, text fields for prompts and flow control settings. You need no programming skills to create pipelines, start runs or review results. The prompt library lets you save and reuse AI prompts so the entire team can benefit from proven analysis methods. Administrators can manage environments, secrets and user permissions directly in the platform.
Ocle is built from the ground up to handle enterprise volumes of documents. The platform's backend engine runs as Azure Functions, meaning processing capacity scales automatically based on load. Each pipeline step is processed asynchronously and results are streamed via Supabase Realtime so you see progress in real time without having to wait for the entire run to complete. The dashboard view gives you system-wide statistics — number of completed tasks, failed tasks, active tasks, average processing time and latest error messages.
Contact us for a needs analysis tailored to your use case — whether you need to process hundreds of invoices, review contracts or systematically analyze web content. Implementation is fast: we start by identifying your most time-consuming document processes and assessing which are best suited for automation with Ocle. Then we build the first pipelines together — either from scratch or based on proven templates. Your organization can be productive with Ocle within just one to two weeks, depending on the complexity of the processes. Throughout the implementation, you receive support from Walma's team who help with pipeline design, prompt optimization and training.