PLATFORM
How the layers fit together.
AquaAdvisor is one system: a physical chemistry solver, progressive-fidelity twins, telemetry at operating cadence, and program tooling for the compliance and service agreements you run. Same engine in our cloud or behind the customer's firewall.
ARCHITECTURE
Six layers. One system.
Click a layer for what it computes and how it connects to the rest of the stack. AI sits on top of the physical chemistry solver — it never invents chemistry.
AI LAYER
AI that stands on real chemistry.
Most water AI is pattern-matching on sensor history. AquaAdvisor's AI reads the output of a physical chemistry solver — speciation, saturation, kinetics, corrosion electrochemistry, and twin forecasts — so recommendations are constrained by thermodynamics rather than by whatever correlated last quarter. Insights, supervision, and optimization never invent the chemistry.
DATA MODEL
Customer → Site → Unit → Asset → DataStream
Every signal and every twin is scoped to an asset at the account you treat. Fleet rollups roll up; they do not flatten the hierarchy.
Illustrative hierarchy. Not customer data.
HOW A VALUE IS PRODUCED
Input → tier → solve → residual → provenance → output
Every modeled quantity carries the solver tier used, the residual, the thermodynamic database, and the activity model. That is the unit of trust.
tier full-registry
residual 1.2e-8
database aa-thermo@…
Illustrative model output. Not customer data.
DEPLOYMENT
Cloud when you want it. On-premise when the account requires it.
AquaAdvisor deploys as cloud SaaS or as a full on-premise installation — including air-gapped accounts you still want to serve — with the same chemistry engine, the same asset models, and identical results against a pinned database version. No feature tier is reserved for cloud.
INTEGRATIONS
Built to ingest data from the accounts you treat.
The platform is designed to accept controller and historian feeds, lab and LIMS results, file-based water reports, and API-driven streams from the sites you treat. Exact connector availability is confirmed per deployment.
- Controllers and PLC/SCADA tags
- Historians and time-series stores
- LIMS and manual lab results
- CSV and water-report uploads
- MQTT and REST ingestion paths
CAPABILITIES
Depth pages
Each capability has its own technical page. Start with the chemistry engine if you want the trust story first — or the AI layer if you want how insight sits on that floor.
AI layer
Insights, supervision, and optimization grounded in the physical chemistry solver.
Chemistry engine
Physical speciation, saturation, kinetics, and corrosion with residual and provenance.
Digital twins
Four fidelity tiers that sharpen as you add sensors and lab cadence.
Telemetry
Asset-scoped streams reconciled against lab, deliveries, and model state.
Legionella program
ASHRAE 188 programs you deliver, monitoring plans, corrective actions, audit trail.
Contract management
Track visits, tests, deliveries, labor, and KPIs across the accounts you treat.
Design modeling
Scenario modeling for makeup, cycles, materials, and treatment strategy before you quote.
Deployment
Cloud SaaS or full on-premise — same engine, same results, on the customer's perimeter when required.
Bring the chemistry at your accounts into focus.
30-minute technical walkthrough with an engineer, not a sales script.