001Mangrove / Sustainable Intelligence

Mangrove.

The Operating System for Sustainable Intelligence.

Move beyond reporting toward intelligent, continuous sustainability decisions. A single, quiet system that senses, understands, predicts, and optimizes across the enterprise.

01
Sense
continuous signal
02
Understand
knowledge graph
03
Predict
scenario models
04
Optimize
decision engine
002Philosophy

Reporting is not intelligence.

For two decades sustainability software has quietly failed the enterprise. It measured the past. It generated reports. It optimized for disclosure — not for decisions.

Organizations do not become sustainable by measuring the past. They become sustainable by making better decisions today.

Mangrove replaces the reporting stack with a continuously reasoning system. It reads every operational signal, understands the context behind it, and recommends decisions that reduce emissions, water, waste, and risk — while improving margin, resilience, and trust.

01
Observe
Signals from every operational surface.
02
Understand
Context via the enterprise knowledge graph.
03
Predict
Forecast risk, cost, emissions, water, yield.
04
Optimize
Recommend the next best decision.
05
Act
Execute through integrated systems of record.
06
Learn
The system compounds intelligence over time.
003Architecture

An architecture of quiet intelligence.

Six layers, cohered by design. Each layer is invisible to the user and indispensable to the outcome — from operational sensing to executive decision.

L06
Action
Automated workflows, tickets, procurement, control loops.
Impact
L05
Recommendations
Ranked, explainable, auditable decisions.
Layer
L04
Decision Intelligence
Reasoning across scenarios, constraints, objectives.
Layer
L03
AI Intelligence Engine
LLMs, forecasting, optimization, simulation.
Layer
L02
Knowledge Graph
Assets, suppliers, materials, molecules, watersheds.
Layer
L01
Enterprise Systems
ERP, MES, SCADA, IoT, GIS, satellite, weather.
Signal
Intelligence/Architecture/Impact
004Core Intelligence Modules

Eleven surfaces.
One system.

Every module is a lens on the same knowledge graph — activated per organization, per geography, per objective.

Monitor land use change, soil carbon, and regenerative practices across your operational and supplier geographies.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Product-, facility-, and supplier-level carbon computed from primary data — updated as operations move.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Consumption, withdrawal, discharge and basin stress modeled per facility, with predictive stress signals.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Species, habitat and biodiversity metrics quantified across operations and supply.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

See beyond tier 1 to material origin. Detect climate, labor, and geopolitical risk before it becomes disruption.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Downscaled climate scenarios applied to every asset, product and route.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Continuous optimization across procurement, self-generation, storage and demand.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Every waste stream instrumented. Circular pathways proposed and priced.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Simulate policy, weather, price, and operational shifts across the entire graph.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Continuous compliance as a by-product of doing the work — not a quarterly exercise.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage

Factories, watersheds, supply networks and cities represented as reasoning surfaces.

Primary data · IoT · Systems of record
Explainable AI · Audit-grade lineage
005Decision Intelligence

Not a dashboard. A reasoning surface.

Ask the questions leadership actually asks. Mangrove reasons through the graph, cites the evidence, and proposes the decision.

Mangrove reasons

Ranked interventions across facilities, weighted by carbon, cost, and resilience — with owners and deadlines.

006AI Architecture

From signal to decision.

Data becomes context. Context becomes forecast. Forecast becomes option. Option becomes decision. Decision becomes action. Every step explainable, every step auditable.

01
Enterprise Data
Systems, sensors, satellite.
02
Knowledge Graph
Entities, relationships, ontology.
03
LLM
Natural language reasoning.
04
Forecasting
Time series & climate models.
05
Optimization
Constraint & objective solvers.
06
Simulation
Counterfactual scenarios.
07
Recommendations
Explainable, ranked options.
08
Human Decision
Human-in-the-loop authority.
007Enterprise Integrations

It meets your stack where it lives.

Mangrove reads from — and writes back into — the systems that already run your enterprise.

SAP
Oracle
Microsoft
Google
AWS
Azure
Snowflake
Databricks
Salesforce
ServiceNow
Workday
IBM
IoT Networks
GIS
Weather
Satellite
Sensors
PLM
MES
SCADA
008Sustainability Twin

A living model of the real world.

Factories, supply chains, cities, and watersheds — represented as reasoning surfaces. Carbon, water, energy, and materials flow through the same graph the AI reasons on.

  • Facility
  • Supply chain
  • City
  • Watershed
Twin · Live2100 UTC
009Industry Solutions

Configured to the shape of your industry.

The same architecture, the same graph — with industry ontologies, benchmarks, and regulatory context activated per sector.

I01
Manufacturing
Continuous decarbonization across plants and product lines.
I02
Smart Cities
Watersheds, mobility, energy and waste as one system.
I03
Energy
Grid, storage, PPA and demand response optimized in real time.
I04
Retail
Assortment, packaging and logistics optimized end-to-end.
I05
Healthcare
Facility resilience and pharmaceutical supply integrity.
I06
Agriculture
Regenerative practices, water stress, and yield forecasting.
I07
Infrastructure
Long-lived assets modeled against climate scenarios.
I08
Mining
Water, tailings, biodiversity and community risk unified.
010Matrix Ecosystem

One intelligence engine.
Five surfaces.

Mangrove is one node in a coherent architecture. Every product contributes to — and draws from — the same Matrix Intelligence Engine.

QiDS
Human Intelligence
ARPS
Supply Chain Intelligence
Datum
Analytics Intelligence
Humming
Operational Intelligence
Mangrove
Sustainability Intelligence
011A closing statement

Organizations do not become sustainable by measuring the past.
They become sustainable by making better decisions today.

Mangrove is a Matrix product. Enterprise deployments begin with a two-week architectural intake.