TwinEdge Chemical OS
Control chemical cost, residual risk, inventory, safety, and evidence from one operating layer.
Chemical OS is the water and wastewater chemical operations layer for advisory dosing, residual monitoring, tank inventory, lot traceability, SDS search, reorder workflows, usage cost, carbon, and compliance evidence.
Dose guardrails
Residual forecast
Tank days supply
SDS copilot
Virtual jar tests
Cost and carbon
Chemical OS connects the chemical decision to the plant, network, lab, inventory, safety, and approval record.
Platform in action
Chemical operations inside the water and wastewater vertical
The chemical module is not a standalone spreadsheet. It connects dosing pump context, treatment process state, quality readings, inventory, and governed action inside the same TwinEdge operating layer.
Chemical command center
A plant-level Chemical OS view brings dosing status, inventory, residuals, recommendations, and operating exceptions into one command surface.
Dosing workspace
Operators can review current dose, pump state, tank level, quality signals, safe bounds, and adjustment context before taking action.
Reviewed recommendations
Recommendation queues show advisory dose changes, confidence, supporting signals, approval state, and the evidence operators need to accept or reject.
Treatment operations context
Treatment views connect chemical decisions back to process units, quality targets, operating conditions, and downstream plant impact.
Chemical usage analytics
Usage, cost, residual performance, and inventory trends give process, purchasing, and compliance teams the same operating evidence.
Workflow
From water quality signal to reviewed chemical action
Chemical OS turns process conditions, residual readings, tank status, SDS context, and procurement rules into advisory recommendations and reviewable operating records.
Connect the chemical context
Map chemicals, tanks, lots, SDS documents, pump assets, process stages, residual locations, flow metrics, lab confirmations, and vendor rules to the water or wastewater operating model.
Recommend with guardrails
Use dose targets, min/max safe bounds, raw water conditions, residual thresholds, virtual jar tests, and decay forecasts to create recommendations operators can accept or reject.
Close the loop with evidence
Track usage, cost, carbon, anomalies, reorder decisions, draft purchase orders, SDS citations, and approval history so quality, safety, purchasing, and compliance see the same record.
Capabilities
What Chemical OS delivers
Built for utility operators, process engineers, safety teams, purchasing teams, and compliance owners who need chemical decisions tied to real operating context.
Dosing and residual intelligence
Dosing configs, current recommendations, residual locations, thresholds, time-series views, anomaly queues, decay forecasts, and virtual jar-test recommendations.
Inventory, lots, and reorder
Chemical catalog, tanks, live level enrichment, days of supply, lot receipt history, expiry review, usage records, reorder rules, and draft PO workflows.
Safety and compliance evidence
SDS upload and AI search, compatibility checks, hazard context, role-based chemical permissions, recommendation decisions, audit trails, cost analytics, and carbon rollups.
Industry vertical fit
Chemical OS makes the water vertical operationally complete.
Chemical programs touch treatment quality, distribution residuals, wastewater process control, safety, purchasing, and regulatory evidence. TwinEdge keeps those workflows connected instead of splitting them across SCADA, lab systems, spreadsheets, and email.
Water treatment plants
Coagulant, polymer, disinfectant, pH, and corrosion-control decisions can reference process stage, flow, turbidity, pH, residual targets, jar tests, storage, and distribution impact.
Wastewater operations
Disinfection, odor control, alkalinity, nutrient support, dechlorination, solids, and industrial pretreatment workflows can share chemical inventory, safety, residual, and evidence context.
Utility business workflows
Purchasing, finance, compliance, safety, and maintenance teams see the same chemical facts: days supply, lot history, SDS status, cost per volume, carbon, work, and approvals.
Connected surfaces
One chemical operating record across the platform
The customer value comes from linking the chemical module to the broader TwinEdge operating spine, not from another isolated chemical log.
Engineering controls
Operational controls for chemical decisions.
Chemical OS is built as an advisory, permission-gated module for water and wastewater teams that need dose recommendations, safety context, and procurement evidence without uncontrolled automation.
Advisory first
Dose recommendations are bounded by configured safe ranges and require operator accept or reject review.
Source system respect
Chemical OS reads telemetry and context above SCADA, LIMS, CMMS, ERP, and procurement systems instead of replacing them.
Permission-gated access
Tenant and user module gates separate viewer, editor, dose-advice, and SDS-admin permissions.
Evidence by default
Residual readings, jar tests, SDS citations, usage, reorder decisions, and approvals stay reviewable.
Outcomes
Customer outcomes
Chemical OS helps customers protect water quality, reduce chemical waste, prevent stockouts, and make safety and compliance evidence easier to defend.
Operators and process engineers
Move from manual dose checks to contextual recommendations that show quality signals, target dose, safe bounds, residual response, and next action in one place.
Safety and compliance teams
Keep SDS, compatibility, residual thresholds, anomaly response, recommendation decisions, and audit evidence connected to each chemical workflow.
Purchasing and leadership
See days of supply, reorder risk, vendor context, usage cost, carbon impact, and compliance readiness before stockouts or unexplained spend become escalations.
Connected platform
Connected to the TwinEdge industry spine
Chemical OS is packaged as a module inside the TwinEdge water and wastewater vertical so chemical decisions inherit plant, network, lab, maintenance, safety, procurement, and evidence context.
Water OS and Wastewater OS pass treatment stage, distribution, plant, asset, and compliance context into Chemical OS.
SCADA, PLCs, historians, ClickHouse telemetry, LIMS/lab confirmations, CMMS/EAM, SDS, vendor, and procurement data keep their role.
Dosing configs connect process stage, chemical, pump asset, flow metric, target dose, safe bounds, and advisory approval status.
Residual locations point to live telemetry streams while thresholds, decay forecasts, and anomalies stay attached to the operating record.
Inventory, lots, usage, tank levels, days of supply, reorder rules, and draft PO workflows connect chemical decisions to purchasing.
Recommendations remain operator-reviewed, permission-gated, and replayable before any operational change is accepted.
Evaluate TwinEdge
Turn chemical operations into a controlled, evidence-backed operating loop.
Start with dosing, residuals, inventory, SDS, and reorder workflows at one plant, then expand across water, wastewater, lab, maintenance, procurement, and compliance using the same TwinEdge context.