Semantiqa · Semantic Intelligence Platform

Auto-Create a Governed
Semantic Layer & Semantic Model
in Snowflake.

Semantic Intelligence — governed at the architecture level, delivered at the business level.

Book a Demo → Explore on Snowflake Marketplace
Auto Knowledge Graphs
Cross Domain Logic
Trusted & Governed
Snowflake Native
⚡
Snowflake AI Ready in 1 Day
Full semantic model · No manual modeling
🔒
Zero Data Movement
Runs entirely inside your Snowflake account
Semantiqa
Live
1
Setup
2
Ask
3
Visualise
4
Insight
Point at your Snowflake schema
+
New Registry
Name
Demo_Automated_Trusted_Intelligence
Database
RETAIL_SNOWFLAKE_INTELLIGENCE_DBx v
Schema
ANALYTICSx v
Generate
Reset
No YAML. No manual modeling. No months of consulting.
Select your database and schema — Semantiqa generates the entire governed semantic model automatically.
Any business user · plain English · no SQL

Who are our highest-value repeat store customers in 2002, and how do their purchasing habits differ from one-time buyers?

···
Planning

Planning the next steps

Semantic AI planning underway. Semantiqa routes every question through your governed semantic model — grounded in canonical definitions, not probabilistic guesses. Silence over hallucination. Always.
Question processed entirely inside your Snowflake account — zero data movement
Instant visual intelligence
Top customers ranked chart
Governed answer · consistent across Finance, Sales & AI✓ Governed
Deep business insight — not just a chart
Top 5 customers
$3.44M · $3.29M · $3.23M · $3.13M · $3.08M — ranked, explained, grounded in your governed semantic layer. Every answer traceable. Every metric canonical.
Snowflake Native · Zero data movement
What Semantiqa Solves

Your AI Is Only As Reliable
As the Semantic Intelligence Behind It.

Three gaps standing between your Snowflake data and trusted business intelligence.

🤖
AI Hallucinates Business Logic
AI reads raw tables as truth. Without defined metrics and domain logic, the answers look right — but aren't.
⚔️
Every Team Has a Different Number
One dataset. Multiple answers. Finance, Sales, and Operations never agree — because logic and meaning aren't shared.
🏗️
Manual Semantic Projects Take Months
Semantic modeling is slow, manual, and fragile. Months of effort. Most never reach production.
Semantiqa Closes Every Gap
📐
Trusted Answers — Defined by Business Logic
Canonical metrics, dimensions, and domain logic generated and enforced across AI and analytics.
🔗
Cross-Domain Intelligence — Unified by Design
Semantiqa connects data across schemas and domains — one system of meaning for the enterprise.
🤖
AI-Ready — Generated in One Day
The platform auto-generates Semantic Intelligence and AI agents directly inside Snowflake.
Snowflake → Semantiqa → Enterprise Intelligence
🗄️
Your Snowflake Schema
Raw data across domains. Structured for engineers — inaccessible to business.
⚙️
Semantiqa Intelligence Engine
AI neural network reads across schemas — generating knowledge graphs, metrics, dimensions and domain logic automatically.
🧠
Governed Semantic Intelligence
One system of meaning — cross-domain, enforced, trusted across every query, tool, and team.
💬
Trusted Business Answers
Any user. Any question. Plain English. Governed accuracy. Instant.
Point. Generate. Ask. Live in one day.
Why Semantiqa

Data is Just Data. Semantiqa Gives it Meaning.

🎯
01 / Accuracy
Silence Over Hallucination.
Every metric is defined. Every relationship is enforced. Undefined concepts are surfaced — never assumed.
→ Structured semantic enforcement.
Deterministic answers.
🔒
02 / Security
Native to Snowflake. Governed by Design.
Runs entirely inside your account. Inherits RBAC, row-level security, and masking policies automatically.
→ Your data never leaves Snowflake.
 
⚡
03 / Speed
Generated in One Day. Adapts as You Grow.
Point to your schema. Click generate. Semantic Intelligence is live — and stays in sync as your data evolves.
→ One day to production.
Not months.
📈
04 / Value
One-Click Insights. Governed. Aligned Across Domains.
From Snowflake Marketplace to live intelligence. Get answers — instantly.
→ Deployment to intelligence —
one day.
How It Works

From Snowflake to Trusted Business Answers.

Three steps. One day. No implementation project.

Step 01
📦
Install
Point to your Snowflake schemas. Native to your account.
01
Step 02
⚙️
Auto-Generate
Automatically generates knowledge graphs, metrics, dimensions, relationships and governed AI agents across domains — with a governed business interface.
02
Step 03
💬
Business Ready
Any business user asks a question in plain English. Semantiqa finds the right agent with the right context and delivers a trusted, governed answer — instantly.
03
Point. Generate. Ask. Live in one day.
Competitive Landscape

Semantiqa Competitive Landscape

Capability comparison across setup time, architecture, governance, and operational maintenance.

Capability Semantiqa Manual Modeling Tools External Semantic Layers Text-to-SQL Only
Setup Time ✓ 15–20 Minutes Days to Weeks Weeks to Months Hours to Days
Native to Snowflake ✓ Yes — 100% Native App ⚠ Varies ✗ No (External SaaS) ⚠ Varies
Auto-Generated Views ✓ Fully Automatic ✗ Manual Config ✗ Manual Config ✗ No Semantic Layer
Dual User Modes ✓ Auto + Select Agent ✗ Single Mode ✗ Single Mode ✗ Single Mode
Data Movement ✓ Zero — stays in Snowflake ⚠ Varies ✗ Required ⚠ Varies
Semantic Governance ✓ Built-In, Structural ✓ Yes ✓ Yes ✗ Limited
Maintenance Required ✓ Auto-Adapting ⚠ High (YAML/Code) ⚠ Medium ⚠ Medium
Semantiqa builds the intelligence foundation that lives inside Snowflake — making your data, your BI tools, and your AI applications more accurate, more consistent, and more trusted.
Business Impact

Real Outcomes. For Every Stakeholder.

From the first day of deployment — Semantiqa delivers measurable value across every level of the organisation.

Trusted Answers.
Instantly.
Ask. Trust. Decide.
FOR BUSINESS TEAMS
Consulting Cycles
Eliminated.
One day. Not months.
FOR CFO & DATA LEADERSHIP
AI-Ready
in One Day.
Governed. Cross-domain. Automatic.
FOR CTO & ARCHITECTURE
Engineering Capacity
Redirected.
Semantic work. Automated.
FOR ENGINEERING TEAMS
FAQ

Questions We Always Get Asked

How long does it take to create a semantic model in Snowflake? +
Manually, building a semantic model for a single enterprise domain typically takes several weeks to months, depending on schema complexity and the number of metrics and relationships involved. Using Semantiqa's automated generation, enterprises can have a complete, governed semantic model across all Snowflake domains live in one day.
Can you auto-generate a semantic model in Snowflake? +
Yes. Semantiqa by Kloudgen is a Snowflake Native App that automatically creates semantic layers analyzing layers by analyzing workload behavior and metadata inside Snowflake.
Does data leave Snowflake if I use Semantiqa? +
No. Semantiqa is a 100% Snowflake Native App. All discovery, generation, and AI agent interactions happen entirely within your Snowflake account. Your data never moves to any external system.
Can business users with no SQL knowledge use the semantic model once it is built? +
Yes. Once Semantiqa has generated the semantic model and deployed governed AI agents, any business user can ask questions in plain English and receive immediate, governed answers — without writing SQL or waiting for a data engineering ticket to be resolved.
Get Started
See Semantiqa Build
Your Semantic Intelligence
Live.
Book a 30-minute demo and watch Semantiqa scan your actual Snowflake schema, generate governed Semantic Intelligence, and deploy AI agents — all in under 20 minutes. Bring your skeptic.
info@kloudgen.com
30-day free trial available — contact us to extend beyond Marketplace's default
Book A Demo →