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PRIVATE PREVIEW — NOT AUTHORIZED FOR PUBLIC RELEASE

Product

A clearer path from wastewater data to operator action.

One workspace for plant context, data quality, nutrient risk, investigation, response and evidence.

Illustrative layered architecture from plant telemetry to the operator interface.
  1. L1

    Sample / future plant data

  2. L2

    Schema & unit mapping

  3. L3

    Data quality checks

  4. L4

    Forecasting / risk layer

  5. L5

    Explanation & confidence

  6. L6

    Operator workflow

  7. L7

    Evidence & reporting

01

Synthetic Plant & Case Workspace

Explore the fixed synthetic plant, review its signals and charts, and save demonstration observations in the case workspace.

Plant Setup
Sample / Synthetic Data
Plant
WWC Demo Plant A
Treatment
Activated Sludge / BNR
Units
2 aeration basins
Interval
15 min

02

Data Quality

Review checks for missing readings, flatlines and invalid values before interpreting risk.

Explicit rules check the available records; physical sensor calibration is not assessed.

Data Quality
Sample / Synthetic Data
  • Missing timestampsPass
  • Duplicate recordsPass
  • Missing valuesReview
  • Invalid rangesPass
  • Sudden jumpsPass
  • FlatlineFail

03

Nutrient Risk

See sample NH₄-N values alongside recent synthetic history and a demonstration screening threshold.

+1h, +2h and +4h are forecast horizons; they are not a guaranteed warning lead time.

Nutrient Risk
Curated Demo Output

+1h

3.6

+2h

3.9

+4h

4.6

SYNTHETIC OPERATING THRESHOLDnow−12h+4h

04

Confidence & Abstention

Every view states how much it should be trusted — and abstains when inputs fail.

Curated Demo Output
  • Normal

    Inputs pass checks; narrow illustrative band.

  • Reduced confidence

    A sensor shows gaps or drift; band widens and says why.

  • Unable to assess

    Data quality insufficient; the view abstains.

05

Driver Context

Connect a change in risk to signals the operator can check: oxygen, flow, temperature, aeration.

Illustrative driver analysis — not model attribution values.

Driver Context
Illustrative Driver Analysis
  • Dissolved oxygen↓ illustrative
  • Influent flow↑ illustrative
  • Temperature change↓ illustrative
  • Aeration condition↓ illustrative

06

Alert & Action Workflow

Turn a risk view into owned work with a complete, timestamped audit trail.

Alert WWC-DEMO-024
Investigating
  1. 1Open
  2. 2Acknowledged
  3. 3Assigned
  4. 4Investigating09:12
  5. 5Action Recorded
  6. 6Closed

07

Evidence Copilot

Ask questions and get answers grounded in an approved source set — with source cards, evidence status and stated gaps.

Evidence Copilot
SAMPLE RESPONSE

Why is ammonia risk increasing?

The strongest illustrative drivers are dissolved oxygen and influent flow, based on synthetic demo evidence.

S1 · Synthetic Plant DataS2 · Synthetic SOP

08

Evidence Reporting

Incident summaries, shift handovers and evidence reports — editable, reviewable, exportable.

Incident Summary
Sample report
Incident
WWC-DEMO-024
Observations
DO decline in Basin 2; flow rising
Recorded action
Blower B2 inspection
Status
Reviewed

09

Trust & Evidence Centre

Data card, model card, source register, roadmap, limitations and audit export in one place.

Trust & Evidence Centre
Validated model
None
Champion model
Not selected
Data source
Synthetic
Plant connection
Not connected

See every step working together.