30s to get it, 7d to prove it.
Ask a business question.
Data auto-connects.
Get accurate,
verifiable results.
Arisyn Semora helps business teams see answers faster.
Powered by Intalink, it auto-links data—no manual matching, querying, or checking first.
— Product Definition
The semantic operation layer your enterprise has been missing
Most organizations invest heavily in data infrastructure—data lakes, data warehouses, data pipelines, and business intelligence tools. However, the fundamental problem remains: business users cannot directly ask questions that data can effectively answer.
The Arisyn Semora Semantic Layer platform changes all that. It sits between raw data structures and business understanding, creating a controlled layer of business semantics, relationships, and queryable intelligence that makes enterprise data truly accessible.
This is not just another business intelligence tool, nor is it a metadata directory or search engine. It is a specially built semantic intelligence platform that directly connects business language with data logic, and possesses complete governance, traceability, and explainability.
Without a semantic engine
✕ Business users do not know which table to query.
✕ LLMs guess fields, joins, and definitions.
✕ Metric definitions drift across teams.
✕ Data teams become the bottleneck
for every question.
With Arisyn Semora
✓ Business language maps to governed data structures.
✓ SQL is generated with relationship context.
✓ Every answer is traceable to fields, joins, and logic.
✓ Data teams control semantics, policies, and quality.
Platform Components
Query and Insight Interface
Natural language processing, structured queries, APIs
Governance and Policy Level
Access control, version control, audit trail
Semantic intelligence engine
Mapping, reasoning, and intent interpretation
Data and Relational Foundations
Data source, schema, relationship diagram
Platform capabilities → value to you
Each capability serves one goal: understand real data relationships faster.
🧠
Natural language query
Ask your business question directly—get structured insights and results fast.
🗂️
Auto relationship discovery
Find links from data itself—not just column names.
🔎
Cross-system analysis
Link data across
systems—no more
manual matching upfront.
🛡️
Auto SQL path generation
Output multi-DB/table join paths & SQL logic—faster validation and execution.
✅
Explainable Answers
Return results with query logic, source trace, lineage, and confidence signals.
Interactive demo → get business results fast
Step 1
Enter a question
" Which regions’ sales drop is linked to inventory mix? "
Step 2
System maps relationships
Inclusion analysis, cross-system linking, path computing…
Step 3
Results returned
Trend change cards
Key anomaly list
Multi-table join path suggestions
— Working principle
From Business Issues to Governance Insights
A seven-stage journey to transform natural language into decision-level semantic intelligence.
💬
🧠
📖
🔗
⚙️
📊
✅
STEP 01
Questions raised
Business users submit issues in natural language
STEP 02
Questions raised
Semantic engines identify business concepts and intents
STEP 03
Term mapping
Business terms have been parsed into semantic objects and metrics.
STEP 04
The relationship has been resolved.
Metadata context and relationships
STEP 05
Query Arrangement
Application governance builds optimal query paths
STEP 06
Result
The structured results have been assembled and include complete phylogenetic information.
STEP 07
Insight delivery
Presenting well-reasoned and explainable business insights
Use cases
01
Manufacturing
Problem: Sales, inventory, and production data are siloed—slow issue diagnosis.
Use: Arisyn Semora links multi-system data to reconstruct impact paths fast.
Value: Faster alignment on decisions and execution priorities.
02
Retail
Problem: Manual data stitching for reviews; hard to align metrics across channels.
Use: Discover cross-table links and generate analysis paths automatically.
Value: Shorter review cycles, faster campaign iteration.
03
Finance
Problem: Reconciliation and risk analysis prep is time-consuming; high coordination cost.
Use: Auto-generate join paths and SQL logic, with human validation.
Value: More stable analysis and compliance workflows.
Built for business users and trusted by data teams.
Arisyn Semora lowers the barrier for business users while giving IT and data teams the governance they require.
👩💼
Business teams
Ask business questions directly and receive answers grounded in approved enterprise data.
👨💻
Data teams
Manage semantic definitions, mappings, access rules, and query validation in one workflow.
🏢
Executives
Improve decision speed while reducing data preparation cost and AI answer risk.