Semantiqa · Semantic Intelligence Platform

From Enterprise Data to
AI-Ready Intelligence —
In One Day.

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

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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

Setup

Ask

Visualise

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

Governed answer · consistent across Finance, Sales & AI✓ Governed

Deep business insight — not just a chart

$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.

Step 02

⚙️

Auto-Generate

Automatically generates knowledge graphs, metrics, dimensions, relationships and governed AI agents across domains — with a governed business interface.

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.

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

What exactly is Semantic Intelligence and why does Snowflake need it? +

Semantic Intelligence is the business logic foundation that sits between your raw Snowflake data and the people — or AI — querying it. It defines what "Revenue" means, how "Customer" relates to "Order," and which metrics are the canonical versions across your organisation. Without it, every team queries the same tables and gets different answers — and every AI model guesses at meanings it doesn't know. Semantiqa builds this foundation automatically from your existing Snowflake schemas.

What does "silence over hallucination" actually mean in practice? +

When a business user or AI agent asks a question that touches an undefined metric or an unmapped relationship, Semantiqa surfaces the gap — it flags the undefined concept and prompts your team to define it — rather than generating a confident but wrong answer. This is the opposite of how most AI tools behave. For finance, regulatory, and executive reporting, this distinction is critical: a flagged unknown is recoverable; a confidently wrong answer is not.

Does Semantiqa work with our existing BI tools and AI applications? +

Yes. Semantiqa builds the intelligence foundation inside Snowflake that your existing BI tools, AI applications, and analytics workflows depend on. Because it runs natively inside your account, nothing needs to be reconfigured — your tools connect to governed, trusted data from day one.

Does Semantiqa require any engineering setup or ongoing maintenance? +

Minimal setup, near-zero ongoing maintenance. After a one-time install from Snowflake Marketplace, you point Semantiqa at your schemas and it does the rest — generating knowledge graphs, mapping relationships, and deploying governed AI agents automatically. Semantiqa auto-adapts as your schemas evolve, so your Semantic Intelligence stays current without any manual effort.

Does my data or schema information leave Snowflake? +

No. Semantiqa is a 100% Snowflake Native App. Every analysis, Semantic Intelligence generation, and AI agent interaction happens entirely within your Snowflake account. Your data never moves to Kloudgen's servers or any external system. No security review is required, no NDA is needed — Semantiqa operates entirely within your existing Snowflake trust boundary.

Can business users with no SQL knowledge actually use this? +

Yes — that's the whole point. Sales managers, finance analysts, and operations leads can ask questions in plain English and get immediate, governed answers without knowing SQL or waiting for a data team ticket. Semantiqa automatically finds the right agent with the right context to answer every question — accurately and instantly.

From Enterprise Data toAI-Ready Intelligence —In One Day.

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