Deep-tech Ecological Intelligence

The full environmental column,
modelled end-to-end.

From soil microbiomes to satellite Earth observation — Seanasol Research operates the only UK intelligence stack that spans all five ecological strata.

  • Soil microbiome to satellite EO — five integrated strata
  • Deterministic modelling, not black-box inference
  • Causal pathways across the full environmental column

Layer I · Satellite Imaging

Orbital Intelligence

Multi-spectral imaging streams resolve land cover, thermal signatures, and change detection at sub-metre resolution.

01What Trophic Bio is

The commercial vehicle for
Seanasol's ecological intelligence.

Trophic Bio is not a mapping tool or a carbon dashboard. It is the structured framework through which Seanasol Research forms data partnerships — bringing institutional, governmental, and commercial partners into alignment with the five-layer framework that our ecological models, such as Green Tundra, run on.

01Data · Stack

A single, unified schema

Built on a unified schema spanning five strata, each independently queryable and cross-referencable, preserving structure across layers without collapsing their separation.

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02Partnership · Model

Protecting open science.

All commercial agreements are governed by Trophic Bio, ensuring our data remains open. Proprietary IP only moves through structured exchange protocols.

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03Modelling · Depth

50 modelling components.

We've taken Green Tundra's simulation stack and evolved it into Trophic Bio's production-grade system: 25 ecological modules and 25 production-ready engines.

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02The Framework

Vertical intelligence,
from soil to satellite.

50 modelling components, five strata, one decision-ready output layer — 25 research engines mirrored by 25 production-grade decision-making engines.

01
Atmosphere Coupling
02
SAR Surface
03
Multispectral Index
04
Solar Irradiance
05
EO Change Detection
06
Precipitation Forecast
07
Heat Flux Dynamics
08
Drought Index
09
Convective Pattern
10
Anomaly Detection
11
Flood Risk
12
Water Quality
13
Watershed Modelling
14
Terrain Change
15
Extreme Weather Impact
16
Biodiversity Scoring
17
Population Dynamics
18
Vegetation Structure
19
Land-use Attribution
20
Connectivity Network
21
Soil Health Scoring
22
Carbon Sequestration
23
Microbiome
24
Nutrient Cycle
25
Substrate Availability
5
Trophic Bio Layers — Earth to Space
25+25
Ecological Modules + Production Engines
1
Integrated Data Governance Framework
Cross-layer Causal Pathways
03Discovery Pathways

Trace a signal through
the framework.

Each ecological question travels a unique path through the intelligence stack. Select a use case to see how field signals connect to actionable outputs — without revealing the proprietary logic beneath.

From signal to decision — 8 stages across the stack.

Field survey data
Habitat classification
Biodiversity scoring
Keystone Species Index
Connectivity network
Trophic ratio engine
Trophic Bio Logic
Intervention prioritisation map

A ranked list of landscape units by restoration priority with projected biodiversity uplift, cost-benefit ratios, and confidence intervals derived from cross-strata modelling — informed by our in-house built ecosystems status scoring matrix.

Research PlatformGreen TundraThe non-commercial mirror.

The 25 production engines behind Trophic Bio mirror 25 modules inside Green Tundra, Seanasol Research's non-commercial modelling environment. Trophic Bio is the partner-facing layer — governed bridges that deliver decision-ready intelligence without exposing underlying datasets or compromising the non-profit mission. Read more about our science or explore the full stack.

04Competitive Landscape

The UK environmental field,
assessed structurally.

Each organisation below operates with depth in its domain. The distinction is architectural: domain-led models versus integrated, multi-layer causal systems spanning the full environmental column.

full coverage partial not covered
Trophic BioFull-stack · UK
All Five Layers
Ground
Plant
Biome
Climate
Space
Explicit causal modelling
VernaNature recovery · UK
Plant / Biodiversity
Ground
Plant
Biome
Climate
Space
Domain-led integration
GentianSatellite AI · UK
Space / EO
Ground
Plant
Biome
Climate
Space
Inferred from EO data
Earth BloxNature risk SaaS · UK
Biome / Portfolio Risk
Ground
Plant
Biome
Climate
Space
Tool-level integration
Climate XClimate risk · UK
Climate / Atmosphere
Ground
Plant
Biome
Climate
Space
Climate-led impact modelling
rePLANETRestoration science · UK
Plant / Ground
Ground
Plant
Biome
Climate
Space
Ecological system integration
Ocean LedgerCoastal analytics · UK
Biome / Coastal
Ground
Plant
Biome
Climate
Space
Coastal system integration
05Partnership Model

How organisations
work with Trophic Bio.

Trophic Bio is the institutional interface through which Seanasol Research's science is made available for institutional use. Partner engagement operates across three mechanisms: data access agreements, co-development of layer-specific tooling, and integration with existing environmental workflows.

Explore a partnership
01Data · Access

Layer licensing agreements

Provide structured access to one or more data strata under defined use rights. All outputs are citable, audit-ready, and traceable to the underlying Seanasol knowledge base.

02Co-development

Tooling built on the five-layer model

Partners building downstream systems — including habitat platforms and land management systems — can embed Trophic Bio's layer architecture as a foundational data backbone.

03IP · Framework

Commercial scope, open science protected

All commercial agreements are governed under Seanasol Research. Green Tundra's non-commercial environment and its public datasets remain outside any commercial arrangement.

06Seanasol Research · Family

How Trophic Bio sits
within our ecosystem.

GT-01Non-commercial · Education

Green Tundra

The interactive ecosystem experience. 25 engines spanning all five layers. Free for students, educators, and independent researchers. The science Trophic Bio is built on.

Open Access
SR-02Commercial · Partnerships

Trophic Bio

The commercial entity. Data exchange agreements, layer licensing, and co-development partnerships for institutions, consultancies, and environmental technology companies.

This Entity
CC-03Citizen Science · Tools

Parsnip · Read-SqRL

Open community tools from Seanasol Research. Ecological text parsing, structured data conversion, and citizen field observation. Feeds the knowledge base underpinning Green Tundra.

Collaborations
07 · Engage

The full column.
Earth to Space.

Seanasol Research, through Trophic Bio, works with a select number of strategic partners. If your work requires ecological intelligence that is causally rigorous, multi-layer, and governed — we want to hear from you.