Make Your Enterprise Knowledge AI-Ready
High-Performance Document Compression × RAG Data Engineering
Contracts, reports, drawings, scans — your company's most valuable knowledge is locked inside documents. UGLYPEAR AI turns them into knowledge bases your AI can understand, trust, and use securely. Drop in the files. We handle the rest.
Where Enterprise AI Projects Get Stuck
It's rarely the model. It's the data you feed it.
Answers Off the Mark
Ask about internal policy and the AI invents an answer. The culprit is usually the input: crude fixed-length chunking, broken table structures, and key passages that never surface in retrieval.
Sensitive Data You Can't Risk Sharing
Seals in contracts, employee ID photos, customer PII — feeding all of it to an AI model is a serious leak risk. Without redaction, your legal and security teams will never sign off.
Formats Too Messy to Read
PDF, OFD, Word, scans, CAD drawings — decades of files in every format imaginable. Blurry scans and misaligned tables turn into gibberish in ordinary tools.
Storage and Inference Costs That Spiral
Document volumes grow every year, and storage bills grow with them. Feed uncompressed files to an LLM and image token costs explode — the bigger the knowledge base, the uglier the invoice.
UGLYPEAR AI Is the Data Engineer Behind Your AI
Between a pile of files and AI-usable knowledge sits a gap — UGLYPEAR AI is the bridge across it
A pile of messy documents
Mixed formats · headers, footers and watermarks · hidden sensitive data · oversized files
The UGLYPEAR AI Data Engineering Platform
Fully automated pipeline · one run, two outputs (smaller files + structured knowledge)
An AI-Ready Enterprise Knowledge Base
Plugs into any LLM or RAG platform — grounded answers, no more hallucinations
The simple math: RAG performance = model capability × data quality
However powerful the model, dirty data in means unreliable answers out. We don't build chatbots. We obsess over the data quality factor — so every enterprise can run a high-quality, trustworthy knowledge base of its own.
Just Drop In Your Files
The next four steps run automatically
Understand the File
PDF, OFD, Word, Excel or a blurry scan — text is extracted precisely, and tables keep their row-and-column structure.
Dual-model layout analysis preserves reading orderProtect Privacy
Automatically detects 13 categories of sensitive data — faces, official seals, ID numbers, license plates — and masks them for compliant ingestion.
Every redaction is logged and fully auditableBreak It Down Intelligently
Long reports are split into knowledge points by chapter and clause, each with its source attached — grounded answers, no hallucinations.
Contracts chunked by clause, manuals by chapterGuard the Quality
A three-layer evaluation gives your knowledge base a health check: parsing completeness, retrieval accuracy, answer trustworthiness — stale knowledge surfaces instantly.
Quantified reports with issues traced to the sourceOne Pipeline, Eight Capabilities
Every step from raw document to usable knowledge has a dedicated guardian
High-Precision Parsing
Six formats parsed uniformly, with automatic OCR for scans
Document Cleaning
Strips headers, footers and watermarks; removes duplicates
AI-Powered Redaction
13 data types auto-masked, including faces, seals and ID numbers
High-Performance Compression
Cut file sizes 60–80% and storage costs with them
Smart Chunking
Chunked by document type so semantics never break
Metadata Tagging
Department, version and permissions bound to every knowledge point
Granular Access Control
Who sees which knowledge, down to the individual item
Three-Layer Evaluation
Quantified quality scores with issues traced to the source
Measured. Not Marketed.
Every figure below comes from real project test reports — verify them yourself
Read the Full Benchmark Report →
See a live deployment: 859 filings across 25 reporting years →
Our Original Craft: the SmartSlim Compression Family
The foundation of the RAG pipeline is a compression engine a decade in the making
SmartSlim Desktop
Local compression for individuals and teams. Drag, drop, done — on Windows, macOS and Linux.
SmartSlim Server
Standalone, department-level compression service. Supports mainstream Linux distributions (Debian, Ubuntu).
SmartSlim Network
Enterprise distributed compression platform. Deploys with Docker/K8s and supports every format.
Rust Compression SDK
C ABI interface, prebuilt for six platforms — embed compression in any third-party system.
Compression API
Compression and preprocessing over a RESTful API, with a free trial tier to get started.
Industry-Specific by Design
Every industry's documents fail in their own way — we tune the pipeline for each one
Legal
- Zero loss of amounts, dates and case numbers
- Seals and signatures preserved losslessly
- Smart chunking by clause
Healthcare
- Dosage and concentration data preserved 100%
- Visually lossless medical imaging
- Patient privacy auto-redacted
Financial Services
- Zero errors in financial figures
- Full archiving in audit mode
- Retention aligned with GDPR and SOC 2
Public Sector
- Official document formats fully preserved
- Deploys on mainstream Linux distributions
- 30+ year long-term archiving
Academic & Research
- Math formulas reproduced precisely
- Reference DOIs preserved
- Experimental data left untouched
Manufacturing
- Technical manuals chunked by chapter
- Model numbers and parameters intact
- Batch compression and archiving of drawings
E-commerce & Retail
- Bulk product-image optimization
- 80%+ storage savings
- Structured knowledge from customer reviews
Every Enterprise
- Policies, contracts and FAQs — all types
- Automatic department-level access isolation
- Alerts when knowledge goes stale
Data Security Is the Floor, Not a Feature
On-premises deployment — your data never leaves your network
Fully On-Premises Deployment
The entire stack runs in your own facility. Documents, models and data stay on your network — always.
AI Redaction for 13 Data Types
Faces, seals, IDs, license plates, QR codes and more — masked before ingestion, with an auditable trail.
Item-Level Access Control
Permission labels on every knowledge item: which department, which role — clear at a glance.
End-to-End Audit Logs
Who uploaded what, what the system processed, who retrieved what — logged across the entire chain.
Proven in Production, Industry by Industry
From law-firm contract knowledge bases to manufacturing manual Q&A, the UGLYPEAR AI RAG data engineering platform is proving itself in live deployments. Our SmartSlim compression line has served individual and business users for years.
Let AI Truly Understand Your Business
Bring us your most challenging document set — we'll show you the results with real test data