Chemical Plant Automation Built Around the Reactor, the Dosing Skid, and the Tank Farm
We work across chemical plant operations -- from raw material storage and reactor monitoring to dosing systems, utilities, safety, and dispatch -- bringing IoT, machine vision, and automation to the specific problems chemical producers actually have: batch and process deviations, dosing accuracy, energy-intensive utilities, and early hazard detection. This is the monitoring, data, and automation layer around chemical operations -- not a certified process safety management (PSM) or safety-instrumented system (SIS), and not positioned as one.
The Weight of Complexity in Chemical Operations
Batch and continuous reactor processes monitored on legacy, single-vendor control systems that don't share data with the rest of the plant
Chemical dosing and metering systems tracked inconsistently, so a dosing error is caught downstream in a quality deviation rather than at the point of dosing
Utilities -- steam, compressed air, cooling water -- reviewed periodically instead of managed in real time, in a plant where a utility failure can stop the process cold
Rotating and static equipment -- pumps, compressors, heat exchangers -- maintained on a fixed schedule instead of actual condition
Fire, gas leak, and release risk that depends on a person physically noticing it in time, in an environment where minutes matter
Environmental compliance -- effluent, emissions -- monitored periodically or manually instead of continuously
Batch records and quality traceability kept on paper or in disconnected systems, slowing root-cause investigation when a batch deviation surfaces
Tanker, drum, and bulk dispatch coordinated manually across a hazardous, regulated product where a delay or an error has real consequences
None of this is unique to any one plant -- it's the shape of running a chemical operation under real process-safety and regulatory pressure. It's also exactly where we've spent our engineering time: the monitoring, data, and automation layer around chemical operations, not certified process-safety or safety-instrumented systems themselves.
Value Chain
Where We Work Across Chemical Plant Operations
A chemical plant is a chain of very different operations, each with its own quality and safety stakes. Here's where this platform applies, stage by stage:
Raw Material Receiving & Storage
- Real-time tank level and inventory visibility across raw material and bulk chemical storage, instead of manual gauging
- Consolidated inventory data feeding directly into batch planning and dispatch
Batch & Continuous Reactor Process Monitoring
- Real-time reactor parameter monitoring -- temperature, pressure, flow -- consolidated into one unified view instead of scattered across single-vendor control systems
- Trend and deviation analytics flagging a process drift before it becomes an off-spec batch
Chemical Dosing & Metering Systems
- Remote monitoring of dosing and metering equipment operations, tracking accuracy and performance continuously rather than discovering a dosing error downstream
- The same remote monitoring capability already proven for dosing equipment operating across multiple industrial sites, extended directly to chemical dosing and metering applications
Utilities & Energy Management
- Real-time monitoring of steam, compressed air, cooling water, and electrical systems, tracking status continuously rather than reviewing it periodically
- Energy consumption tied to actual production output, exposing waste that a total-consumption number would hide
Plant-Wide Automation & SCADA/DCS Integration
- Multi-vendor SCADA and DCS integration bringing reactor, utility, and material-handling control systems onto a single, browser-based view
- Built for plants running multiple automation vendors across different eras of the operation, without forcing a single-brand standard
Asset & Equipment Condition Monitoring
- Condition-Based Monitoring System (CBMS) tracking rotating and static equipment health -- pumps, compressors, heat exchangers -- flagging degradation before it causes an unplanned failure
- Maintenance scheduled by actual condition and usage, instead of a fixed calendar
Process Safety Monitoring & Hazard Detection
- Machine-vision-based detection of fire, smoke, and leak conditions around reactors, storage, and process areas -- the same capability already proven for fire, smoke, and oil-leakage detection in industrial plant environments
- Built as a monitoring and early-detection layer that complements certified process safety and safety-instrumented systems -- not a replacement for them
Environmental & Emissions Monitoring
- Real-time effluent and emissions data integrated into the same unified plant data platform as production and utility data
- Historical trend and deviation analysis supporting environmental compliance reporting
Quality Control & Batch Traceability
- Batch and lot genealogy -- from raw material through to finished, dispatched product -- supporting quality investigation and regulatory traceability requirements
- Non-conformance and CAPA workflows tied to the specific batch, reactor, and operator involved, using the same corrective/preventive action structure already proven on the EpsumThings platform
Logistics, Dispatch & Enterprise ERP
- Dispatch management coordinating tanker, drum, and bulk loading -- weighbridge integration and gate sequencing included
- Manufacturing ERP tying production planning, inventory, and shop-floor data into one system rather than a spreadsheet-driven process
Machine Vision for Process Safety & Hazard Detection
Early detection of fire, smoke, and leaks is one of the highest-value applications of machine vision in chemical operations, because a hazard caught early costs far less -- in every sense -- than one caught late. The same Vision AI capability already proven for fire, smoke, and leak detection in industrial plant environments applies directly here, configured to the specific hazard points that matter at a reactor, storage area, or process unit. This is a monitoring and early-warning layer -- it complements certified process safety and safety-instrumented systems rather than replacing them.
Fire, Smoke & Leak Detection
Early detection of fire, smoke, and gas/chemical leak conditions around reactors and process units.
Tank Farm & Containment
Continuous visual monitoring of tank farms, chemical storage areas, and secondary containment zones.
Process Unit Inspection
Configured to specific hazard points and process areas across the plant floor.
A monitoring and early-warning layer that complements certified process safety and safety-instrumented systems rather than replacing them.
Remote Monitoring for Dosing & Metering Systems
Chemical dosing and metering accuracy is often the difference between a good batch and an off-spec one. The same remote monitoring capability already proven for dosing equipment -- enabling continuous, multi-site visibility into dosing machine operations rather than periodic manual checks -- applies directly to chemical dosing and metering systems, catching a deviation at the point of dosing rather than downstream in a quality investigation.
Built on EpsumThings
Every capability on this page runs on EpsumThings, Hailiot's industrial operations platform -- Unified Data Lake for multi-vendor data integration across reactor, utility, and dosing systems, Web-SCADA for unified visibility, SCADAA for trend and deviation analytics, Vision AI for the hazard-detection work described above, Workflow Automation for quality and safety workflows, and AI Agents for the next layer of autonomous decision support. This is the same platform already proven across steel and power operations -- built to extend into chemical plant reactor, utility, dosing, and safety operations, working alongside your certified process-safety systems rather than replacing them.
Why Chemical Producers Work With Us
Purpose-Scoped Strategy
Purpose-scoped to the monitoring, data, and automation layer around chemical operations -- not a certified process-safety or safety-instrumented systems supplier, and not positioned as one.
Proven Dosing Experience
Real, proven remote monitoring experience with dosing and metering equipment specifically, not a generic IoT pitch adapted for chemical dosing after the fact.
One Connected Platform
One platform across process monitoring, safety, environmental compliance, quality traceability, and dispatch, instead of a different vendor for each capability.
Proven Track Record
A platform with a genuine track record in energy-intensive, safety-critical industrial operations -- steel and power -- not a first deployment anywhere.
What This Changes for Chemical Operations
Reactor and process parameters visible in real time, with deviations flagged before they become an off-spec batch
Dosing and metering accuracy monitored continuously, instead of a deviation discovered downstream
Rotating and static equipment maintained on actual condition, instead of a fixed calendar
Fire, smoke, and leak hazards flagged early, as a monitoring layer alongside certified safety systems
Batch and quality traceability data captured continuously, instead of assembled by hand during an investigation
Environmental and utility data connected into one platform, instead of reviewed periodically and separately
Frequently Asked Questions
No -- we are not a certified PSM or SIS supplier. What we provide is a monitoring, data, and early-detection layer that works alongside your certified process safety systems, not a replacement for them.
Have a Question, or Still Discovering Process Deviations After the Batch Is Already Off-Spec?
If a reactor deviation, a dosing error, or an early-stage hazard depends on manual observation rather than a system that flags it in real time, that's exactly the gap this platform is built to close.