Streamline & Snowflake®
Unlock predictive analytics with proven MQTT-based Snowflake architectures.
500+
Edge Nodes Deployed
75%
Cost Reduction
10B+
Records per Day
Your Partner in Industrial Data Transformation
Expensive historian licensing. Isolated OT systems. Operational data that never becomes business intelligence. Sound familiar?
As a certified Snowflake partner, we’ve spent years solving these exact problems. Our approach combines deep industrial expertise with proven cloud integration to help you break free from legacy limitations.
We design MQTT-based edge-to-cloud architectures that scale with your operations delivering real-time visibility and analytics that drive results.
How Snowflake Transforms Industrial Data Challenges
From expensive historian licensing to disconnected systems—Snowflake addresses your biggest pain points
Reduce Costs
- 75% reduction in data platform costs vs traditional historians
- Consumption-based pricing instead of expensive tag licensing
- $2M+ avoided in historian upgrade costs
- Unlimited storage with cloud scalability
- No vendor lock-in with open architecture
Boost Performance
- Sub-second queries on billions of historical records
- Real-time streaming handling millions of events per second
- Auto-scaling infrastructure that grows with operations
- 50% faster troubleshooting with instant data access
- Multi-site consolidation for enterprise visibility
Enable Analytics
- Predictive maintenance with built-in ML capabilities
- Process optimization through time-series analytics
- Real-time anomaly detection preventing quality issues
- OT/IT convergence connecting operational and business data
- Self-service analytics reducing IT dependency
Measurable Business Impact
OT/IT Data Integration and Convergence
Your operational data and business systems shouldn’t exist in separate worlds. Let’s work together to create unified data models in Snowflake connecting SCADA systems, historians, and enterprise applications.
Challenges We Often Hear
“Our production data exists completely separate from ERP and business systems. We can’t correlate operational performance with financial metrics or supply chain data for informed decisions.”
Our Collaborative Approach
We’ll help you design unified data architectures seamlessly integrating SCADA, historian, ERP, and MES data within Snowflake. This creates a single source of truth for enterprise-wide analytics and reporting.
Integration Capabilities
ISA-95 compliant industrial data modeling, ERP/MES integration pipeline development, asset hierarchy and equipment genealogy tracking, production batch traceability, supply chain visibility, and financial/operational metrics correlation.
MQTT to Snowflake Data Streaming Architecture
Let’s transform millions of sensor readings into actionable intelligence. Together, we will build proven MQTT-based edge-to-cloud data pipelines connecting your SCADA systems directly to Snowflake’s cloud platform.
Challenges We Often Hear
“We generate massive operational data volumes, but traditional historian licensing makes large-scale storage and analysis prohibitively expensive. How do we break free from tag-based pricing?”
Our Collaborative Approach
We’ll work with you to design MQTT/SparkplugB streaming architectures that bypass expensive historian limitations. Your operational data flows directly to Snowflake, enabling unlimited scale without vendor penalties.
Industrial Analytics and Process Optimization
Your operational data contains valuable insights waiting to be discovered. Let’s work together to implement advanced analytics on Snowflake that transform historical and real-time data into predictive intelligence.
Challenges We Often Hear
- Businesses collect operational data for years but struggle with:
- Lack of analytics tools to extract meaningful insights
- Missing expertise for predictive maintenance implementation
- Difficulty turning data into process optimization opportunities
- No clear path from data collection to competitive advantage
Our Collaborative Approach
- We'll help you implement powerful analytics capabilities on Snowflake:
- Turn industrial data into predictive insights
- Generate optimization recommendations
- Automate reporting that drives operational excellence
Outcomes
- With Streamline and Snowflake you can achieve:
- Predictive model development
- Process optimization analytics for energy and throughput
- Equipment performance monitoring
- Quality analytics
- Real-time OEE calculations
- Automated regulatory compliance reporting
Real Results from Real Implementations
Proven Snowflake OT deployments delivering measurable outcomes across industries
Success Story
Transforming Beyond Technology: A Fortune 500 Success Story
Streamline Control worked with a Fortune 500 enterprise to modernize how operational data was collected, integrated, and used across pipelines, refineries, and agricultural facilities.
Use Case
Liberating IIoT Data: Snowflake, Ignition! and Sparkplug
A mid-size energy company operating multiple pipeline systems and refineries demonstrates how a cloud-based data solution can revolutionize industrial operations.
Snowflake OT Data Platform Across Industries
Specialized solutions delivering measurable results across diverse sectors
Oil & Gas
- Pipeline optimization and scheduling
- Production forecasting and planning
- Leak detection monitoring
- PHMSA compliance automation
Mining
- Equipment optimization
- Production planning
- Safety analytics monitoring
- Environmental compliance
Manufacturing
- OEE optimization and tracking
- Quality prediction and control
- Supply chain visibility
- Energy management
Food & Beverage
- Batch traceability
- Quality assurance and HACCP
- Production efficiency
- Cold chain monitoring
Pharmaceuticals
- 21 CFR Part 11 compliance
- Golden batch analysis
- Deviation tracking
- Process validation
Utilities
- Grid optimization
- Asset performance management
- Renewable integration
- Regulatory reporting
Start Your Snowflake OT Transformation
Choose the engagement model that addresses your operational priorities