AI Intelligent
Infrastructure
for Snowflake

Built natively on Snowflake to automate semantic intelligence and optimize performance — securely, at scale.

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Native Application
AI-Powered Automation
Accuracy by architecture
Snowflake
Semantiqa
⚙️
Point to DB
🧠
Generate Semantic Graph
💬
Instant
Answers
🔒
100% Secure
Native · Zero Data Movement
⚡
AI Ready. 1 Day
vs. 6 months traditional
Snowflake
InstaQuery
🔍
Detect
✍️
Rewrite
🚀
Deploy
💰
40–80% Saved
Snowflake Compute Cost
✅
Auto. Production.
Tested · Zero Manual Effort
Semantiqa gives you meaning.
InstaQuery gives you speed.
Time to Value card showing 6 months to less than 24 hours and Instant Monetization
OpEx Reduction card showing repurpose 10 plus engineering resources and High Operating Leverage
De-Risked Asset card showing 100 percent auditable truth and Board-Ready Governance
The Gap

Snowflake Gives You the Platform.
Kloudgen Unlocks Its Full Potential.

Snowflake delivers a powerful, scalable data infrastructure. Kloudgen extends that foundation with intelligent native automation — optimizing SQL performance and operationalizing semantic intelligence directly inside your Snowflake environment.

The Optimization Gap
CFO / CTO Data Engineering
SQL performance depends heavily on manual tuning — tribal knowledge, trial-and-error rewrites, and reactive firefighting as workloads grow.
⚡ Escalating compute costs, engineering capacity consumed by non-strategic work, and performance variability that limits scale.
The Intelligence Gap
C-Suite Sales / Analytics
Translating raw data into trusted business intelligence requires lengthy semantic modeling initiatives and continuous maintenance as data evolves.
📊 Slow decision cycles, metric inconsistencies across departments, and missed revenue opportunities due to delayed insight.
The Speed-to-Value Gap
CISO / CTO Data & Infra
Traditional data initiatives demand extended implementation timelines, complex integrations, and layered security approvals before delivering measurable value.
🔒 Deferred ROI, stalled AI initiatives, and innovation budgets under pressure without visible business outcomes.
The Infrastructure Answer

Snowflake, Amplified.

🧠 More Intelligence ⚡ Native Infrastructure 📈 Measurable Impact

Kloudgen lives inside Snowflake — operationalizing AI with governed accuracy, optimizing performance automatically, and strengthening security by design.

⚡
Immediate Time-to-Value
Deploy from Snowflake Marketplace in under 30 minutes. No integration projects. No security reviews. No upfront contracts. Start realizing value on day one — and keep realizing it automatically.
Critical for: Executives & Finance teams measuring time-to-ROI
🎯
AI Operationalized. Accuracy Architected.
Optimized SQL and governed semantic graphs — built for production inside Snowflake, validated before deployment.
Critical for: Engineering teams who need AI they can trust in production
🔒
Zero-Risk Architecture
Because every Kloudgen product runs as a Snowflake Native App, your data never leaves your account. No external servers. No security reviews. No NDAs. Your existing governance, RBAC, and row-level security apply automatically — from day one. Governance is not bolted on. It is structural.
Critical for: CISOs, CTOs & regulated industries where security is non-negotiable
Our Products

Built Into Snowflake.
Designed to Make It Smarter.

Delivered as Snowflake Native Apps, our platforms operationalize AI directly within your Snowflake environment — automating semantic intelligence and SQL performance under your existing governance framework.

Semantic Intelligence Layer
Semantiqa
Semantic Intelligence For Snowflake in One Day.
Semantiqa automatically generates a governed semantic layer natively within Snowflake — delivering secure, audit-ready business answers without manual modeling.
For Executives
For Engineers
For Business
Avoid $150K–$500K per domain in manual semantic consulting
Recover 40+ engineering hours per week for strategic innovation
Instant, governed executive answers — no dependency on report cycles
Establish a single enterprise "system of meaning" across all metrics
100% Snowflake Native — inherits RBAC, RLS, masking, and policies automatically
Point to any schema — semantic graph + AI agents generated in 15–20 minutes
Auto-adapts as schemas evolve — no YAML files, no code maintenance
Missing definitions are flagged — no hallucinations, no silent corruption
Ask governed business questions in plain English
No SQL required
Trusted answers — metrics are governed and consistent across teams
No waiting for the data team — insights in seconds, not weeks
Explore Semantiqa → Book a Demo
Semantiqa semantic intelligence layer running natively on Snowflake
SQL Performance Engine
InstaQuery
Optimize Snowflake. Automatically.
InstaQuery is a Snowflake-Native autonomous SQL optimization platform that rewrites, validates, and tests your SQL using multi-agent AI — delivering 40–80% cost reduction with zero manual tuning.
For Executives
For Engineers
For Business
40–80% reduction in Snowflake compute costs — measurable in credits and dollars
Outcome-based pricing — pay only from verified savings
Recover 40+ engineering hours per week from manual optimization
Snowflake-Native deployment — no data movement, no external infrastructure
AI-powered SQL analysis, rewrite, and automated testing
Semantic preservation testing — optimized SQL output verified identical
Optimizes AI-generated SQL (Cortex, BI tools, LLMs)
Environment diagnostics: pruning, partition scanning, warehouse sizing
Dashboards and reports run faster — reduced queue time means faster answers
See savings per query — credits, %, and cost impact
Fully autonomous — no configuration or workflow changes
30-day free trial available — contact us to activate
Explore InstaQuery → Book a Demo
InstaQuery secure native SQL performance workflow inside Snowflake
FAQ

Questions We Always Get Asked

What does Kloudgen build for Snowflake?

Kloudgen builds Snowflake-native AI applications. Semantiqa generates governed semantic intelligence inside Snowflake, and InstaQuery automatically optimizes SQL performance and reduces compute waste. Both products are delivered as native applications so data stays inside your Snowflake account.

What is a Snowflake semantic layer and why does it matter?

A Snowflake semantic layer defines the canonical meaning of metrics, dimensions, and business relationships. Without it, data teams, business users, and AI systems can all query the same Snowflake data and return different answers. Semantiqa creates this governed layer automatically.

How does Semantiqa make Snowflake AI more reliable?

Semantiqa generates semantic graphs, canonical metrics, and governed AI agents inside Snowflake. That gives Snowflake AI a reliable business context and reduces hallucination risk by grounding answers in governed definitions instead of guesses.

How does InstaQuery reduce Snowflake compute costs?

InstaQuery analyzes workloads, rewrites inefficient SQL, validates the result set, and identifies systemic environment inefficiencies. Teams use it to improve performance and reduce Snowflake compute waste without changing their security boundary.

Does data leave Snowflake when using Kloudgen products?

No. Kloudgen products are built as Snowflake Native Apps and run inside your Snowflake environment. Data stays in your account and the applications inherit your existing governance, RBAC, masking, and security policies.

Get Started

Ready to Make Your
Snowflake Investment
Work Smarter?

Reduce cost. Increase performance. Operationalize AI — natively.

info@kloudgen.com
7-day free trial — activated on request (extended from Marketplace's 1-day)
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