Embed Fast, Accurate OCR—Anywhere You Run
Deliver searchable PDFs, Office files, and structured text from scans and images—on desktop, server, or inside your product.
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Languages
Recognized by IRIS' HQOCR Propietary Tool
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Fewer Errors
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Faster
On key scripts with HQOCR (iDRS 16).
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Outputs
PDF/A-2u/-3u, DOCX/XLSX/PPTX, ALTO XML an more outputs for compliance/regulatory tenders.
High‑Performance OCR/ICR Without Cloud Latency
Challenge
Cloud-only OCR adds latency and cost; free OCR struggles with complex layouts and multilingual archives.
Solution
Local/private-cloud OCR with reconstruction and compression; developer-first SDKs for desktop, server, and OEM embedding.
HQOCR engine
AI-based accuracy and speed uplift; camera-image tolerance; new segmentation.
Reconstruction
High-fidelity PDF/A, Office; digital signatures; form-field detection; iHQC compression.
Developer delivery
C++/.NET APIs; NuGet packaging; samples; cross-platform runtimes.
A Modern OCR Architecture Designed for Real‑World Systems
C++ core with unified API; internal page model supports geometry and text semantics. .NET bindings via NuGet; per-OS runtimes. Outputs include PDF/A-2u/-3u, DOCX/XLSX/PPTX, text, XML/ALTO.
Use Cases
- Archive modernization: convert legacy TIF/PDF to compact, searchable PDF/A with structure fidelity.
- OEM embedding: add OCR to scanners, MFPs, and desktop tools with multi-OS support.
- AI pipelines: standardize inputs for LLMs to reduce hallucinations on layout-heavy content.
Integrations
Pipes to DMS/ECM, ERP, and analytics platforms; REST microservices in Pulse; desktop integration via IPS.
Your Questions Answered
Everything to know about OCR/ICR
How does ICR differ from OCR here?
OCR targets printed text across scripts; ICR focuses on constrained handwriting fields on forms, complemented by OMR for marks/checkboxes.
Can we run IRIS OCR solutions offline?
Yes. Full local processing is supported for desktop, on-prem servers, and embedded devices.
Which outputs are best for archives?
PDF/A-2u or PDF/A-3u for long-term readability; ALTO XML for layout-rich archival requirements.
A Proven Path From Evaluation to Production
Define requirements, test on real samples, integrate with SDK or IPS/Xtract flows, and go live with continuous monitoring and accuracy tuning.
Define
Define volume, languages, and output standards (PDF/A, Office, ALTO).
Evaluate
Evaluate on representative samples; tune segmentation and language packs.
Integrate
Integrate SDK or configure IPS/Xtract flows; benchmark throughput.
Launch
Go live with monitoring and iterative accuracy improvements.
Start Improving Your Document Accuracy Today
Request your OCR/ICR trial and connect with a solutions engineer to plan your integration.