Transform Data into
Intelligence
KIMBALL is Kainam's AI-native data engineering platform that automates data acquisition, profiling, cleansing, modeling, and loading. Transform raw data into production-ready pipelines through four intelligent phases.
Four-Phase Data Pipeline
Intelligent automation from raw data to production-ready insights
1. Acquire
Multi-source data connectors with universal chunking framework
- • PostgreSQL, S3, APIs
- • Stream-based processing
- • 10K batch optimization
2. Discover
Intelligent type inference and metadata analysis
- • 90%+ accuracy
- • ML-based patterns
- • Quality assessment
3. Transform
Multi-stage ELT transformations with CDC
- • Bronze → Silver → Gold
- • Automated generation
- • Parallel execution
4. Model
ERD analysis and dimensional modeling
- • Star schema design
- • OLAP hierarchies
- • K-Table generation
Enterprise Features
Production-ready capabilities for modern data architectures
High Performance
10K records/batch processing with ClickHouse OLAP database. Optimized for massive datasets (KB to TB).
AI-Powered
Intelligent type inference with 90%+ accuracy. Machine learning-based pattern recognition and online learning.
Enterprise Security
Comprehensive credential protection, environment-based configuration, and automated secret detection.
Dimensional Modeling
Automated ERD generation, hierarchy discovery, and star schema design for OLAP analytics.
Full Automation
70+ Task-based workflows, Docker infrastructure, and CI/CD pipelines for streamlined development.
Cloud Native
Standalone deployment ready for Ubuntu VM. Configured for self-hosted environments.
Technology Stack
◆ Backend
- FastAPI - High-performance Python web framework
- ClickHouse - OLAP database for massive analytics
- PostgreSQL - Metadata and relational storage
- Docker - Containerized infrastructure
◆ Frontend
- Next.js 16 - React framework with App Router
- TypeScript - Type-safe development
- Tailwind CSS 4 - Modern utility-first styling
- Self-Hosted - Standalone deployment
Part of the Kainam APM Platform
KIMBALL works seamlessly with MONZA (OLAP engine) and SENNA (Data Science platform) to deliver comprehensive Augmented Performance Management solutions.
Deployment Status
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View Status →Source Code
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View on GitHub →About Kainam
Learn more about Kainam's Augmented Performance Management suite.
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