Artificial Intelligence
Models, agents, automation, and decision support that help turn analysis into action.
Artificial Intelligence + Business Intelligence
AI + BI = CI
Composite Intelligence starts where AI meets BI.
Composite Intelligence is a startup-style space for exploring how Artificial Intelligence, Business Intelligence, and Big Data combine into systems that understand, predict, and act.
Artificial Intelligence Business Intelligence Big Data BI Modernization
The Operating Idea
AI brings adaptation. BI brings trust. Big Data gives them scale.
The idea is simple enough to be memorable: AI + BI = CI. The work behind it is practical: governed metrics, automation, prediction, and modern data architecture.
Business Intelligence
Trusted metrics, semantic layers, dashboards, lineage, and operating models that make analytics reliable.
Big Data
Modern data engineering patterns for scale, freshness, governance, and analytics-ready platforms.
Composite Intelligence
The useful overlap: BI trust, AI adaptability, and Big Data foundations working as one system.
Featured Article
Why Composite Intelligence: where BI ends and AI begins
The founding article for Composite Intelligence: how BI's trust and AI's adaptability combine into a practical closed loop.
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Projects
Repository-backed work, not just opinions.
CI Loop Demo
A closed-loop analytics project that starts with BI metrics, adds AI assistance, and records what actions were taken.
AIBIWorkflow
Big Data Foundations
A practical series on the data engineering patterns that make AI and BI trustworthy at scale.
Big DataData EngineeringGovernance
BI Modernization Notes
Patterns for moving from dashboards as reporting artifacts to BI as a trusted operating layer.
BIMetricsSemantic Layer
News and Signals
Regular notes on where AI, BI, Big Data, and analytics are moving.
The news section will mix external source links with short commentary, so each post is useful for practitioners rather than just another headline.
Open news deskThe CI briefing is opening soon
A curated stream of AI, BI, Big Data, ML, Lakehouse, Databricks, Iceberg, and semantic layer signals with short technical commentary.
AIBIBig Data
External source digest format
Each news item will link to the original source, summarize why it matters, and connect the signal back to practical data engineering work.
NewsTrafficSEO
Freelance Ready
A practical data engineering offer can grow from the CI idea.
As the project matures, this site can support freelance conversations with concrete artifacts: designs, reference implementations, technical explainers, and reusable project templates.
View capabilities- Artificial Intelligence prototypes for data workflows
- Business Intelligence modernization
- Big Data architecture and engineering
- Analytics automation and decision support
- Portfolio-ready technical project builds