The story behind Doclentra
Documents are where knowledge gets trapped. Doclentra releases it. Feed it invoices, forms, contracts, and handwritten notes, and it extracts the fields that matter into structured records your systems can act on—no manual retyping, no brittle templates.
Its recognition engine handles skewed scans, low-light photos, and mixed print-and-handwriting in a single pass, while multilingual understanding lets it read documents the way they actually arrive: messy, multilingual, and multi-format.
The result is a pipeline that turns hours of tedious data entry into seconds of automated parsing, with confidence scores and a review queue for the edge cases that deserve a second pair of eyes.
Outcomes that compound
The measurable difference Doclentra makes to your operations.
Hours to seconds
Turn tedious manual data entry into automated, structured parsing.
Messy is fine
Skewed scans, low-light photos, handwriting, and mixed languages handled in one pass.
Structured by default
Validated JSON, tables, and key-value pairs flow straight into your downstream systems.
From input to insight
Ingest
Drop in scans, PDFs, or photos—Doclentra accepts mixed formats and qualities in a single upload.
Extract
The engine reads print and handwriting, classifies the document, and pulls out the fields that matter.
Export
Receive validated structured records—as JSON, tables, or direct feeds into your database and workflows.
Backed by the Nexelligence engine
The infrastructure Doclentra runs on, at scale.
Active Agents
Data Volume
Decision Speed
System Uptime
Core Capabilities
Everything Doclentra brings to your workflow.
High-Accuracy OCR
Reads printed text from scans, photos, and PDFs with precision tuned for real-world document quality.
Multilingual Understanding
Parses documents across dozens of languages, including pages that mix languages mid-sentence.
Handwriting Recognition
Deciphers handwritten notes and filled-in forms right alongside printed text.
Structured Parsing
Emits validated JSON, tables, and key-value pairs ready to flow into your downstream systems.
Document Classification
Auto-detects invoice, contract, ID, or form and routes each to the right extraction logic.
Table & Layout Understanding
Reconstructs tables and multi-column layouts without losing structure or alignment.
Confidence Scoring & Review Queue
Routes low-confidence extractions to a human review queue; the rest flow straight through.
Pre-Built Extraction Templates
Common document types work out of the box—extend with custom schemas when you need to.
AI Technologies
The models and methods powering Doclentra.
Where Doclentra shines
Invoice & Receipt Processing
Automate accounts payable from a stack of scanned invoices and receipts.
Form Digitization
Turn handwritten applications and intake forms into clean, searchable records.
Contract & Compliance Extraction
Pull clauses, dates, and entities from legal documents at scale.
Built for your world
Where Doclentra fits across teams and industries.
Trust, by default
Enterprise-grade protections built into every Doclentra deployment.
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The expertise behind Doclentra, available as engagements.
Document Intelligence
Turn your documents into structured, actionable data. We build pipelines that read scanned pages, PDFs, and photographs—extracting print, handwriting, and complex layouts across dozens of languages with human-grade accuracy.
Retrieval Augmented Generation (RAG)
Ground your AI responses in your own data. We architect RAG pipelines that combine the fluency of large language models with the accuracy of your documents, databases, and knowledge sources—eliminating hallucinations and ensuring every answer is sourced and verifiable.
AI Knowledge Base
Build a unified knowledge foundation that powers all your AI applications. We architect vector databases, knowledge graphs, and hybrid retrieval systems that connect concepts across your enterprise data—making knowledge accessible to both humans and agents.
Questions, answered
Does it handle handwriting?
Yes. Doclentra deciphers handwritten notes and filled-in forms alongside printed text in a single pass.
What about documents in multiple languages?
Doclentra parses dozens of languages, including pages that mix languages mid-sentence—no pre-sorting required.
What does it output?
Validated JSON, tables, and key-value pairs ready to flow into your downstream systems, with confidence scores and a review queue for edge cases.
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