50+
Years Historian Experience
Multi-Platform
Specialists
Millions
of Tags Deployed
Why Streamline?
At Streamline Control, we design and implement industrial historian solutions that capture, store, and contextualize high frequency operational data. These platforms are purpose-built for time-series data, enabling organizations to track process behavior, monitor performance and support advanced analytics over time.
We have experience working with a wide range of historian platforms and architectures. Whether you are modernizing an existing system, integrating new data sources, or building a scalable data foundation, our team can support your historian strategy end-to-end.
Your Operational Data is Too Valuable to Waste
How Streamline Delivers
- Platform-agnostic recommendations based on YOUR needs
- Real-time data access enabling immediate visibility
- Robust architecture designed for reliability and performance
- Data quality services reducing cleanup effort
- Tag rationalization achieving significant cost reduction
- Seamless integration with analytics platforms
- Query optimization
- Complete ecosystem understanding from field to business systems
Common Data Challenges
- Right data not available at the right time for decisions
- Poor data quality requiring cleanup effort before analysis
- Increased data management costs
- Legacy historians with expensive per-tag licensing
- Difficulty connecting operational data to business systems
- Lack of data standardization
- Duplicate data stored a multiple sites
- High support costs
Historian Services
End-to-end support for your operational data infrastructure.
Historian Implementation
From platform selection and server architecture to full software deployment, data collection, and historian configuration, we handle every aspect of your historian implementation. Our team manages tag and asset modeling, data source integrations, backup and disaster recovery, and ongoing performance optimization, as well as upgrades, migrations, and gap assessments for existing systems, ensuring your historian infrastructure is reliable, scalable, and built to perform from day one.
UNS & MQTT Architecture
From Unified Namespace design and MQTT broker configuration to SparkplugB protocol integration and edge node management, we build secure, scalable IIoT connectivity architectures. Our team handles DMZ and network design alongside IIoT device connectivity and monitoring, ensuring your data flows reliably from the field to every layer of your operation.
Standardization
We establish data governance frameworks built for AI/ML readiness, combining best-practice standardization consulting with template and asset hierarchy development. Our team defines tag naming conventions, metadata standards, and documentation covering nomenclature, hierarchy design, and display guides, ensuring consistent cross-system standardization across multi-vendor historian environments.
Dashboards & Visualization
We design and deploy dashboards across PI Vision, AVEVA, OMI, AVEVA Connect Visualization, Axiom, and SEEQ, with role-based views, real-time KPI tracking, and display migrations handled end to end. From facility and plant overviews to asset monitoring and Unified Pane of Glass operations, we also deliver Business Intelligence reporting through Power BI, Tableau, and Spotfire, giving every stakeholder the visibility they need.
Data Integration Services
We connect SCADA and control systems via OPC UA, HDA, DA, MQTT, and DNP3, and integrate with cloud platforms including AWS, Azure, Snowflake, Databricks, and MS Fabric, as well as ERP systems like Maximo and SAP. Our team handles legacy historian data migration, custom API and REST service development, laboratory and quality system integration, and secure organization data sharing, supporting production accounting, plant balancing, measurement and regulatory compliance, environmental and sustainability reporting, and mobile applications end to end.
Advanced Analytics & ML
We develop predictive maintenance models, digital twins, and machine learning integrations that enable anomaly detection, pattern recognition, and energy optimization with demand forecasting. Our team builds custom calculations, analysis scripts, and business use cases alongside subject matter experts, and performs data backfills spanning years or decades of historical data to ensure your analytics are grounded in the full picture from day one.
Training
We offer learning sessions, hands-on labs, quick reference guides, and training videos to ensure your team is equipped to operate and get the most out of your systems.
Optimization & Support
We provide 24/7 emergency support with a 2-hour SLA, managed services, proactive maintenance, and flexible support models that integrate into your existing processes. Our team handles system health monitoring, query performance tuning, tag rationalization, license cost reduction, version upgrades, patch management, and user access and security audits, along with break/fix resolution, software and hardware upgrades, and a full library of support utilities, templates, and tools.
Divestitures, Mergers, & Acquisitions
We provide expert historian support through divestitures, mergers, and acquisitions, managing data separation, migration, complex extractions, asset retagging, and interface reconfiguration with minimal downtime. With proven success migrating multiple historian datasets across North America, our team ensures seamless continuity through ownership transitions and delivers post-go-live data validation and hybrid cloud optimization to de-risk the process and unlock data value faster.
Platform Expertise
Deep knowledge across industry-leading historian platforms.
PI System
Streamline Control delivers full-lifecycle PI System services, from architecture design and high-availability deployments to migrations, optimizations, and 24/7 managed support. Our accredited engineers standardize environments, integrate with SCADA/DCS, and build PI Vision dashboards for real-time insights. We’ve unified enterprise-wide PI infrastructure for major operators, ensuring scalable data access and operational excellence.
Canary
As certified Canary partners, we implement high-performance historians with Axiom visualization, asset modeling, and MQTT/Sparkplug integrations for mobile operations. Streamline configures data collectors, store-and-forward redundancy, and seamless connections to Ignition, BI tools, and cloud platforms. Our expertise drives self serve historical access and automated reporting across your organization.
AVEVA Historian & System Platform
Streamline deploys AVEVA Historian alongside System Platform, combining high-density data archiving with OMI visualization for unified process monitoring and analytics. We engineer scalable architectures, integrate with control systems via MQTT for IIoT data flows, tune performance, and create operator interfaces that deliver real-time insights and asset context. Our hybrid cloud implementations support UNS, AI analytics, and secure edge-to-cloud connectivity.
AVEVA Connect
Streamline implements AVEVA Connect as your industrial cloud hub for data aggregation, asset modeling, ML analytics, and enterprise dashboards. We enable digital twin capabilities through AVEVA Unified Engineering and AVEVA Asset Information Management (AIM) integration, power AI-driven insights via the AVEVA Connect AI assistant, and streamline analytics workflows with native Databricks connectors. Our services create unified views spanning on-prem and cloud for collaborative decision-making.
FLOW Software
Streamline leverages FLOW Software and its free Timebase Historian to deliver lightweight, high-speed time-series data solutions across edge and distributed environments. Timebase Historian provides a scalable, NoSQL-based platform for fast data ingestion and storage without traditional licensing constraints, while FLOW software enables contextualization, integration, and real-time access to industrial data across systems.
Why Industrial Historian Investment Matters
Getting the most out of your operational data starts with having the right foundation. Organizations that invest in a mature historian don’t just make better decisions, they pull ahead of the ones that don’t.
Proven Business Impact
A well-implemented historian pays for itself across operations, maintenance, energy management, and compliance.
- Substantial improvement in operational efficiency
- Signifcant reduction in unplanned downtime
- Meaningful decrease in energy consumption
- Significantly faster regulatory reporting
- Considerably faster troubleshooting with full historical context
- Increased efficiency and productivity across your organization
- Self-serve data access for data-driven decisions
- Maximize asset investments and ROI
Strategic Capabilities Enabled
The right historian doesn’t just store data. It’s what takes your operations from fighting fires to staying ahead of them.
- Real-time performance monitoring across distributed sites
- Predictive maintenance before equipment fails
- Process optimization through machine learning
- Enterprise-wide KPI standardization and benchmarking
- Root cause analysis with complete operational context
- OT data connected directly to your business intelligence tools
- AI ready
- Digital Twin ready to simulate real life scenarios
Industry-Specific Solutions
Proven historian implementations across critical sectors
Upstream Oil & Gas
- Well performance & artificial lift tracking
- Equipment health & anomaly detection
- Production allocation monitoring
- Regulatory reporting across well pads
Midstream Pipelines
- Real-time pipeline integrity monitoring
- Leak detection & batch tracking
- API & SCADA integration
- Predictive maintenance at scale
Power Generation & Utilities
- Grid performance tracking
- Plant efficiency enhancement
- Regulatory compliance support
- Conventional & renewable asset insights
Food & Beverage
- Batch quality tracking & OEE measurement
- Process equipment compliance
- Utilities & packaging line visibility
- Peak production replication
Mining & Metals
- Ore grade monitoring & equipment utilization
- Energy & safety system management
- Real-time process visibility
- Predictive maintenance across operations
Pharmaceuticals & Life Sciences
- Batch tracking & deviation management
- Electronic batch records
- Validated manufacturing compliance
- 21 CFR Part 11 ready
Manufacturing & Process
- OEE, quality & resource efficiency
- Real-time production insights
- Predictive maintenance enablement
- Continuous process optimization
Data Centers
- Centralized power & cooling data
- IT infrastructure visibility
- Uptime & energy efficiency optimization
- Operational reliability monitoring
Transportation
- Unified power, HVAC & infrastructure data
- Safety & efficiency improvement
- Cross-system operational reliability
- Real-time cross-asset visibility
Ready to Transform Your Operational Data Infrastructure?
Let’s discuss how our 25+ years of historian expertise can maximize your operational data investment through proven methodologies and advanced analytics.