Arisyn

@arisyn

Connected data intelligence for enterprise AI and analytics.

Singapore&AustraliaJoined June 2026

About

Arisyn helps enterprises discover trusted relationships across fragmented data, powering reliable AI analytics, semantic querying, NL2SQL, and connected data applications.

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Open to discussions on enterprise data, semantic layers, NL2SQL, RAG, MCP tools, data relationship discovery, and SaaS partnerships.

Arisyn's blogs

ArisynData Blogarisyn.hashnode.dev7 posts

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Recently published

AArisynarisyn.hashnode.dev2d ago · 5 min read

The Missing Architecture Layer Between Semantic Models and SQL Generation

Most enterprise AI analytics architectures follow a similar pattern. A user asks a natural language question. The system maps the question to business terms. The business terms map to tables and colum

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AArisynarisyn.hashnode.dev4d ago · 1 min read

Data, Metadata, and Knowledge Are Not The Same Thing

The data industry often treats these concepts as interchangeable. They’re not. Data tells you what exists. Metadata tells you what it means. Knowledge tells you how it’s actually used. That’

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AArisynarisyn.hashnode.dev6d ago · 1 min read

What AI Taught Me About Enterprise Data

I used to think the hardest part of analytics was collecting data.Then I thought it was data quality.Lately, I've started to believe it's something else entirely.Relationships.The longer I work with e

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AArisynarisyn.hashnode.devJun 17 · 1 min read

Building Data Infrastructure for AI Instead of Dashboards

For years, data teams built infrastructure primarily for dashboards. AI changes the requirements. Now systems need to support agents that reason across data, generate queries, explain answers, and han

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AArisynarisyn.hashnode.devJun 15 · 3 min read

Trusted Join Paths: The Missing Layer in Text-to-SQL Systems

Most Text-to-SQL systems are evaluated by whether they can generate SQL that runs. That is useful, but it is not enough for enterprise analytics. In real companies, a query can be syntactically valid

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Arisyn

About

Available for

Arisyn's blogs

Recently published

The Missing Architecture Layer Between Semantic Models and SQL Generation

Data, Metadata, and Knowledge Are Not The Same Thing

What AI Taught Me About Enterprise Data

Building Data Infrastructure for AI Instead of Dashboards

Trusted Join Paths: The Missing Layer in Text-to-SQL Systems

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Arisyn

About

Available for

Arisyn's blogs

Recently published

The Missing Architecture Layer Between Semantic Models and SQL Generation

Data, Metadata, and Knowledge Are Not The Same Thing

What AI Taught Me About Enterprise Data

Building Data Infrastructure for AI Instead of Dashboards

Trusted Join Paths: The Missing Layer in Text-to-SQL Systems