Superpowers for your people
with Kelvin & Databricks

Databricks brings the Lakehouse for all your industrial data and the tools for Data Engineering and Intelligence. Kelvin delivers the System of Action to move from Insight to Impact.

  • Autonomous Operations
    Kelvin’s platform enables customers to rapidly create and deploy AI-powered SmartApps and Agents that automate engineering decisions and optimize complex operations in real time.
  • Unified Data & AI
    Databricks brings together data, analytics, and AI across cloud and edge environments, providing the foundation for scalable, intelligent operations.
  • From AI Models to SmartApps
    Kelvin transforms AI models into SmartApps that deliver insights, automate control decisions, and monitor operations in the physical world safely and effectively.
  • Proven Impact
    Together, Kelvin and Databricks help manufacturers and energy operators increase throughput, reduce downtime, and standardize best practices - driving higher profits and strong ROI.
Overview

How it works

Turn your expertise into autonomous control — whether starting from scratch or using what you already know.

Ingest & Filter

Land OT/IT data streams and batches, standardize tags & metadata, determine the quality of the data.

STEP 1

Build & Validate Models

Train, evaluate, and register models; capture process constraints and KPIs.

STEP 2

Orchestrate & Act

Deploy and manage SmartApps to monitor assets, generate recommendations, and safely execute control changes through existing OT systems.

STEP 3

Learn & Govern

Feedback on models via annotation, performance tracking from changes, audit trails, and continuous improvement across sites and fleets.

STEP 4
Mission

Why Kelvin.ai & Databricks?

Unlock the potential of your business with faster insights, rapid deployment, and seamless interoperability.

Turning Insight Into Action

Customers benefit from Databricks and Kelvin.ai working together because the combination closes the loop between data-driven insight and operational execution.

Open and interoperable

Works with your historians, SCADA/DCS/PLC, MES/ERP, and cloud of choice.

Faster time to value

Use proven patterns and prebuilt accelerators for common use cases; deploy pilots in weeks and scale across your entire operation with robust and reliable governance.

Joint Industry Solutions

Energy & Manufacturing, Transformed

Unlock the potential of your business with more uptime, higher throughput, lower costs, and reduced emissions.

    • Asset Performance & Reliability: Predict impending
      failures on compressors, pumps, turbines; trigger optimized setpoints,
      soft‑interlocks, generate work orders before problems escalate.

 

    • Production Optimization: Balance rate/pressure,
      maximize production, manage bottlenecks and energy use across upstream,
      midstream, and downstream assets.

 

    • Power Generation & Utilities: Improve heat rate and
      start/stop strategies; coordinate demand response while honoring safety
      and emissions limits.

 

    • Emissions Monitoring & Reporting: Consolidate
      measurements and calculations, detect anomalies, and automate mitigation
      workflows with full traceability.

 

    • Customer outcomes: lower unplanned downtime, improved
      recovery and throughput, reduced energy intensity and emissions,
      consistent operations across shifts and sites.

 

    • Predictive Quality: Detect drift early, recommend
      recipe or machine adjustments, and automatically hold/release lots with
      auditable rules.

 

    • Throughput & Bottleneck Optimization: Coordinate
      line speeds, changeovers, and constraints to raise OEE and stabilize
      task time.

 

    • Energy & Sustainability: Identify peak drivers,
      improve production efficincy, shift loads without risking quality.

 

    • Workforce Augmentation: Standardize best‑practice
      playbooks with SmartApps that guide technicians and capture tribal
      knowledge.

 

    • Customer outcomes: more production, fewer defects and
      rework, less waste, higher OEE, lower energy costs, faster onboarding,
      and repeatable, governed autonomy.

 

F.A.Q.

Questions? Answers.

Quick answers to questions you may have. Can't find what you're looking for? Please contact us.

No. Databricks complements your historian for large‑scale analytics/ML and Kelvin complements your control system for decisioning and safe automation.

Yes. SmartApps support recommendation‑only, approval workflows, and fully automated modes with guardrails.

Cloud, on‑prem, or hybrid. We integrate with your network zones and security policies.

Teams typically pilot in weeks using our accelerators and expand site‑by‑site with repeatable patterns.

Need more information?

Please reach out if you need more details on a custom solution tailored to your specific needs.

Contact us