Intake & Normalization
Connect buckets, APIs, or drag-and-drop files. Schema detection and checksum validation kick off instantly.
- 35+ formats auto-detected
- Adaptive chunking for streaming data
- Automated lineage + audit logging
EIDOLON Data Solutions
Transform real-world datasets into production-grade intelligence with automated cleaning, enrichment, and multi-framework training.
Eidolon validation engine
From raw ingestion to production-ready AI in a single automated flow
Each stage is observable, repeatable, and backed by first-principles telemetry so you always know what the pipeline is doing.
Cleaning & Enrichment
PSI reasoning and curriculum engines repair anomalies, reconcile duplications, and tag sensitive data.
- Quality gates with rollback support
- Semantic labeling + rules engine
- Realtime observability dashboards
Multi-framework AI/ML
Spin up PyTorch, TensorFlow, and sklearn jobs in parallel. Track throughput and convergence live.
- Run orchestration with retries
- Feature store + curriculum handoff
- Model registry + artifact signing
Release & Governance
Package validated outputs with compliance-ready evidence and push to production endpoints or data marts.
- API + batch exports
- Policy-aware approvals
- Continuous drift detection
Industry Solutions
See how organizations transform their data with Eidolon Labs
Healthcare Data
Patient records, medical billing, clinical trials. HIPAA-compliant processing with 99.1% accuracy.
How we help:
• Reduce data processing errors by 90%
• Accelerate clinical trial insights by 3x
• Ensure complete HIPAA compliance automatically
• Enable real-time patient data analytics
• Reduce data processing errors by 90%
• Accelerate clinical trial insights by 3x
• Ensure complete HIPAA compliance automatically
• Enable real-time patient data analytics
Financial Services
Transaction records, fraud detection, compliance reporting. SEC/SOX compliant with audit trails.
How we help:
• Detect fraud patterns 50% faster
• Automate compliance reporting
• Reduce false positives by 75%
• Process 10x more transactions accurately
• Detect fraud patterns 50% faster
• Automate compliance reporting
• Reduce false positives by 75%
• Process 10x more transactions accurately
E-commerce
Product catalogs, customer data, inventory management. Real-time processing with 94.7% quality improvement.
How we help:
• Improve inventory accuracy by 95%
• Enhance customer insights instantly
• Reduce catalog errors by 85%
• Enable real-time pricing optimization
• Improve inventory accuracy by 95%
• Enhance customer insights instantly
• Reduce catalog errors by 85%
• Enable real-time pricing optimization
Research & AI
Dataset preparation, feature engineering, model training data. Optimized for ML pipelines with vectorization.
How we help:
• Accelerate ML training by 5x
• Improve model accuracy by 40%
• Automate feature engineering
• Enable persistent memory for AI models
• Accelerate ML training by 5x
• Improve model accuracy by 40%
• Automate feature engineering
• Enable persistent memory for AI models
Comprehensive File Format Support
35+ formats supported with intelligent processing for seamless data integration across all sources.
Formats supported:
• Structured Data: CSV, TSV, Excel (XLS/XLSX)
• Web & API: JSON, JSONL, XML, YAML, TOML
• Documents: PDF, RTF, DOC, DOCX, TXT, MD
• Big Data: Parquet, Arrow, ORC, Avro
• Databases: SQL, SQLite, MySQL dumps
• Configuration: INI, CFG, CONF
• Logs: Apache, Nginx, Custom formats
• Structured Data: CSV, TSV, Excel (XLS/XLSX)
• Web & API: JSON, JSONL, XML, YAML, TOML
• Documents: PDF, RTF, DOC, DOCX, TXT, MD
• Big Data: Parquet, Arrow, ORC, Avro
• Databases: SQL, SQLite, MySQL dumps
• Configuration: INI, CFG, CONF
• Logs: Apache, Nginx, Custom formats
Advanced AI/ML Services
Proprietary persistent memory systems with optimized curriculae for next-generation AI/ML training and data processing.
Our capabilities:
• AI/ML Training with persistent memory systems
• Data Engineering: Cleaning, normalization, validation
• Feature Engineering with optimized preparation
• Multi-framework pipeline integration
• Custom AI/ML infrastructure solutions
• Advanced research support for AI projects
• AI/ML Training with persistent memory systems
• Data Engineering: Cleaning, normalization, validation
• Feature Engineering with optimized preparation
• Multi-framework pipeline integration
• Custom AI/ML infrastructure solutions
• Advanced research support for AI projects
Simple, Transparent Pricing
Calculate Your Cost Instantly
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* This is an estimate only. Final pricing may vary based on actual processing requirements, data complexity, and service tier. All prices are subject to change without notice. See Terms of Service for details.
Eidolon Data Lab
First Principles Driven Data Solutions
About Eidolon Labs
Advanced Data Processing Powered by Agentic Intelligence
Advanced Processing
Support for 35+ formats with intelligent detection and quality scoring. Our ARI/PSI components ensure the best possible data processing results.
Enterprise Security
HIPAA, SEC/SOX compliant processing with full audit trails. Your data is protected with enterprise-grade security and privacy controls.
Real-time Performance
Process gigabytes of data in minutes with our optimized pipeline. Real-time progress tracking and quality metrics ensure transparency.
Get Started Today
Ready to transform your data into actionable insights?