SAM.AI
ENTERPRISE · AI · AGENCY
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§01 Work
§02 Stack
§03 Practice
§04 About
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§01 WORK
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09 · MULTI-SOURCE DATA INTELLIGENCE
SCALING UP
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● DATA + AI · 09 / 13
Multi-Source Data Intelligence
Unify siloed data with AI-powered orchestration.
1.2M+
RECORDS
<4s
RAG RETRIEVAL
99.6%
SCHEMA VALIDATION
INDUSTRIES
Finance · Research · Consulting
§ ARCHITECTURE
How it fits together.
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Sources
APIs + files
Bronze
Raw ingest
Silver
Cleaned
Gold
Business ready
Supervisor
Router
SQL Agent
Tabular query
RAG Agent
Vector query
SYSTEM OVERVIEW
Medallion architecture with ACID guarantees, SQL + vector agents, supervisor routing per query type. Local, no Spark infrastructure.
FOR YOU
You pull data from multiple APIs, files, or services and need a unified query layer.
§ CAPABILITIES
ACID lakehouse
01
Medallion architecture
02
Hybrid SQL+vector
03
Agent routing
04
§ IN DETAIL
a.
ACID transactions without Spark
b.
Bronze / Silver / Gold tables
c.
SQL agent + vector RAG under a supervisor
d.
Per-query-type routing
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