The decision substrate for Resilience Intelligence
Most enterprises do not lack data. They lack the ability to reason across it — in the context of their own business, at the moment a decision is being made.
QuantEarth™ is the AI-native substrate that fuses external intelligence with your enterprise context — then surfaces decision-ready outputs inside your workflows, your platforms and your AI agents.
Four layers. One call. A decision — not a data point.
Four layers. One reasoning engine
QuantEarth™ is built on four reinforcing layers — each compounds the next. The result is decision-grade reasoning, not analytics. Here is how it gets from a signal to a recommendation you can act on.
Signals
What we see
30 billion+ engineered signals across energy transition, nature, tariffs, geopolitics, infrastructure, regulation and physical climate. Causally weighted. Facility-resolved. Engineered for decision-grade reasoning — for humans and agents.
2
UCR
Where external meets internal
The architectural heart. A structured, versioned record per entity — supplier, asset, region or portfolio. Two-sided by design: QuantEarth™ propagates external signals from Signal Core, anchored to your business; you enrich it with your data, KPIs, thresholds and constraints. See Section 3.
3
Resilience Core
From signal to decision
The reasoning engine. Computes cost, exposure, continuity, ROI and KPI trade-offs in context. Multi-variable. Financially grounded. Produces defensible logic chains and Decision Impact — not flat scores. Auditable to finance, board and governance.
Agent / API
Delivery
Where it lives
Resilience Intelligence callable via APIs, MCP and agents. Humans first. Agents next. Partners retain their UI. Enterprises embed directly. Agents call mid-decision. Lives where your decisions get made.
1
4
Unified Context Record
What you get out:
/ Ranked supplier and asset actions
/ Cost-at-risk and Decision Impact
/ ROI and KPI implications
/ Scenario trade-offs
/ Regulation-aligned outputs
/ Workflow-embedded triggers
External intelligence
meets your business reality
The Unified Context Record is where QuantEarth™ stops being an intelligence feed and becomes a decision substrate. External volatility only becomes a decision when it is grounded in the context of a specific business — its constraints, its KPIs, its relationships, its financial exposure and its stakes.
Phase 1 /
External Signal Propagation
Phase 2 /
Business Context Enrichment
QuantEarth™ continuously maps external signals to suppliers, assets, regions and portfolios. It identifies what is changing around each entity: energy, water, policy, infrastructure, climate, tariffs, geopolitics, nature and operating context. This creates a living baseline before customer data is added.
You enrich the UCR with business context: supplier relationships, spend, contracts, asset values, emissions baselines, KPIs, thresholds, risk appetite and operational constraints. The same external signal can mean different things for different businesses. QuantEarth™ turns that difference into decision-ready intelligence.
The result
A reasoning record calibrated to this supplier, this asset, this workflow, this business and this decision.
External intelligence tells you the world is changing. QuantEarth™ tells you what that means for this decision, in this business, right now.
Not a model. Not a data feed. A decision substrate
Grounded in deep science
Peer-reviewed methods and scientific modelling practices underpin the signal architecture. QuantEarth™ integrates energy, transition, environmental, infrastructure, policy, socio-economic and physical climate intelligence into a consistent reasoning framework. Built for traceability. Built for auditability. Built for decisions.
Built at the point of decision
QuantEarth™ does not stop at external intelligence. It fuses external signals with internal business context — spend, suppliers, contracts, KPIs, thresholds and constraints — so outputs are calibrated to the decision being made. Not 'what is happening in the world.' What it means for this business, now.
Sharper with every decision
Decision context compounds. Each invocation strengthens the record: context, action, result, better future recommendation. Data can be copied. Decision-time history cannot.
Built to be called
QuantEarth™ is designed to sit inside the systems enterprises already use — not replace them.
