Transform Messy Data into Clean, Actionable Pipelines
ContentAtlas intelligently processes and migrates complex data from SAP, Salesforce, SQL databases, and Excel files into modern structured databases. Use your own LLM key or dedicated model—OpenAI, Anthropic, Gemini, AWS Bedrock, or open models like DeepSeek, Moonshot, GLM, Qwen. Zero data exposure guaranteed.
Enterprise-Grade Data Migration
From raw financial files to schema-compliant database records—automatically.
Zero-Loss Guarantee
Rollback on Failure ensures that if one row is invalid, your database remains untouched. All-or-nothing inserts prevent partial data states.
Smart Safety Layers
File fingerprinting prevents double-imports, duplicate detection catches matching records with variations, and Human-in-the-Loop flags ambiguous data for expert review.
Financial Format Support
Native handling of currency (USD, EUR, IBAN), credit cards with Luhn validation, dates in multiple formats, and international phone numbers (E.164).
Full Audit Trail
Every transformation, validation, and replacement is logged. Import history, validation failure logs, and queryable audit endpoints for compliance.
LLM Agnostic & Private
Bring your own model or choose from OpenAI, Anthropic, Gemini, AWS Bedrock, or open models like DeepSeek. 100% data privacy guaranteed—your keys, your data.
Intuitive Dashboard Interface
The dashboard provides real-time visibility into your data migration progress with intuitive controls.
Upload any file and watch AI map columns automatically with visual progress
The Transformation Process
From raw file upload to validated database records in six automated steps.
Upload
Drop a CSV, Excel, JSON, or XML file into ContentAtlas. The system handles files up to 100,000+ rows with smart sampling.
Analysis
Our AI examines your file structure—column names, data types, sample values—and compares it against your existing database tables.
Mapping Decision
The AI decides: Should this create a new table? Merge with existing? Extend with new columns? Or adapt to fit an existing schema?
Validation
Each piece of data is checked: Are emails RFC 5322 compliant? Are dates actually dates? Are required fields present and valid?
Duplicate Check
Before inserting, the system checks if similar records already exist using file fingerprinting and row-level matching.
Insert
Clean, validated data is stored in your database with full transaction safety—all or nothing.
Validated Data Successfully Imported
Every import shows detailed statistics: records processed, inserted, updated, duplicates found, and validation errors.
Clean, validated data ready for production use immediately after import
Deep Dive into ContentAtlas
Each spoke page covers a specific capability in detail with technical documentation and implementation guides.
Features & Capabilities
Explore the complete feature set: AI mapping engine, transformation types, validation framework, and performance benchmarks.
Explore FeaturesFinancial Data Migration
Deep dive into currency normalization, IBAN validation, credit card Luhn checks, and ISO 4217/8601 compliance.
Financial MigrationAI-Assisted Mapping
Learn how LLMs analyze file structures, match columns semantically, and recommend import strategies across multiple AI providers.
AI MappingSecurity & Compliance
API key hashing, organization isolation, Pydantic validation, protected tables, and complete audit trail documentation.
SecurityLLM Agnosticism
Seamlessly integrate with OpenAI, Anthropic, Gemini, AWS Bedrock, or open models (DeepSeek, Moonshot, GLM, Qwen). Zero data exposure.
Learn about LLM SupportAI Decision Audit Trail
Every LLM answer is fully traceable — inspect the system prompt, reasoning steps, generated SQL, and retrieved data. Every figure tagged to its source row.
See the Audit TrailComplete the picture
ContentAtlas brings the data in clean. Helm keeps the agents under control.
Once your data is clean and in your system, your LLM agents start acting on it — issuing refunds, updating records, onboarding vendors. Helm governs every one of those outbound actions with the same propose → approve → execute → reverse model, so the loop is fully closed.
Ready to Transform Your Data?
Book a strategy session to discover how ContentAtlas can automate your data migration with zero loss, full audit compliance, and your choice of LLM.