What does AquaTwin Agent do?

AquaTwin Agent is an AI agent that turns a mining operation's water network into a semantic digital twin. It lets users visually model assets and flows, ingests technical documents, extracts contextualised observations, fuses state over time weighted by evidence reliability and closes a governance-grade water balance with a multi-tab Excel export.

Who is AquaTwin Agent built for?

Environmental engineers, operations managers and sustainability leaders in large mining operations — typically iron ore — familiar with the ICMM Water Accounting Framework, GISTM and the TSM Water Stewardship Protocol.

How is AquaTwin different from a hydraulic simulator?

AquaTwin is a semantic digital twin focused on governance-grade water accounting. It enforces mass conservation at junctions and boundary controls, declares precision per variable, and is designed to produce auditable water balances with full evidence traceability.

Does AquaTwin align with ICMM WAF, GISTM and TSM?

Yes. Reliability tiers (High/Medium/Low) map directly to the ICMM WAF classification. Its evidence-first architecture, traceability to source documents and precision declaration meet the governance expectations of GISTM and the TSM Water Stewardship Protocol.

Is data stored? Is there authentication?

The MVP runs in public demo mode with no authentication. A seed operation (Mina Data Riders, a Brazilian iron ore complex) is pre-populated with a curated document corpus so users enter a live system, not a blank canvas. Production deployments with tenanted access can be built on top of this MVP.

AquaTwin Agent Water Governance

A digital twin for your mine's water balance

AquaTwin Agent is an AI agent for governance-grade water accounting in mining operations. Visual drag-and-drop modelling, contextualised document intelligence, weighted state fusion and an auditable Excel water balance — aligned with ICMM WAF, GISTM and TSM Water Stewardship.

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Visual digital twin Document intelligence ICMM WAF-aligned Excel water balance

AquaTwin Agent — digital twin of a mine water network with governance-grade water balance

Try it right here

Embedded live on desktop — opens already populated with Mina Data Riders, a seeded iron ore operation. On mobile, tap the button below to open the full experience in a dedicated window.

Live AI

Chat with the AI — ask anything, get answers

This is a real conversational agent, not a static demo. Ask it about any indicator, request explanations of your results, drill into the data, or just type "How does this work?" — it will answer in real time.

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Open AquaTwin Agent

Best experienced in a dedicated window on mobile.

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Five core capabilities

The output is a semantic digital twin of your water system, tuned for governance-grade water accounting.

Visual modelling

Drag-and-drop editor for the site's water network: canonical asset types, directed water flows, WAF-scoped zones (Mine, Plant, Dams, Environment, Treatment).

Deterministic parametrisation

Every asset carries a fixed property schema per type (dam capacity, plant specific consumption, treatment efficiency…), plus the list of measurements it's expected to declare over time.

Contextualised document intelligence

Ingests PDF, Excel, Word and PowerPoint. Each extracted observation is pinned to an asset or flow, period, canonical unit and nature (measured, simulated, estimated) — with page/cell/slide traceability.

Weighted state fusion

Kalman-inspired fusion along time: each observation updates the state weighted by the declared reliability of the evidence. One high-reliability measurement outweighs several low-reliability estimates.

Water balance & Excel export

Close the water balance on demand — monthly or on any cadence you need. Export a multi-tab Excel with precision declaration per variable, a navigable evidence pack, and a plate code for version integrity.

Governance-grade output

The Excel artefact is designed to look like a controlled engineering plate — auditable, signed, dated — not a dashboard export. Ready for WAF reporting and GISTM/TSM evidence packs.

Who it's for

Environmental engineers

Specialists in water governance at large mining operations — typically iron ore — already familiar with ICMM WAF, GISTM and TSM.

Operations managers

Leaders responsible for the water closure of a mining complex, wanting traceable numbers and a defensible plate — not a dashboard.

Sustainability leads

Accountable for water reporting in WAF / GISTM / TSM cycles, looking for evidence-first AI — not generative guesswork.

MVP scope — demo mode

The MVP opens already populated with Mina Data Riders, a Brazilian iron ore seed operation, and a curated document corpus pre-processed into validated observations. Public, no login — users enter a live system.

Available today

Seeded iron ore operation · curated document corpus · on-demand water balance closure · email preview · downloadable Excel.

What's next

Scheduled delivery, richer state-fusion parameters, SCADA/historian integration, deeper plant decomposition and expanded WAF quality coverage — shaped with early partners.

From the blog

Ideas behind AquaTwin Agent

The editorial and engineering posture behind the digital twin, explained in long form.

AquaTwin in action

Featured cases connected to AquaTwin Agent

AquaTwin Agent is the engine. These cases show the water-governance lineage it grew out of — methodology, KPIs, instrumentation and the agent itself in operation.