Dataset opportunity
Ecologybydesign — Geospatial Dataset Opportunity
Large geospatial dataset held by Ecologybydesign, usable for Geo AI and Routing & Forecasting.
Score
78.4
Confidence
76%
Action
Data Sharing Agreement
Market
Global Geospatial Analytics Artificial Intelligence market = USD 38.33 billion in 2025, CAGR 12.69% (2026-2035)
Concrete evidence this company actively cares about data — why it's ripe for the deal room.
- ✨Signal
ESG report mentions strengthening data sharing and conservation with Local Environmental Record Centres.
source ↗ - 🧑💻Hiring a data role
Job descriptions for ecologists mention 'data analysis' as a routine task.
source ↗ - ✨Signal
Team includes a GIS Technician, indicating expertise in spatial data handling.
source ↗
Profile
Dataset profile
Type
Geospatial Dataset
Modality
Tabular
Sector
other
Volume
Large
Freshness
Periodic
Rarity
Medium
Accessibility
Partial
Legal
Owned by the company — restricted
Buyer persona
Geospatial-AI & mobility-analytics teams
Ecologybydesign possesses a unique Geospatial Dataset in a Tabular modality, derived as a by-product of their ecological consultancy services for specific client projects. This data, encompassing inspection records and regulatory information, is inherently spatial and highly valuable for Geo AI applications, enabling advanced environmental analysis and predictive modeling. Its granular nature, capturing site-specific ecological conditions, makes it particularly suitable for training AI models to identify patterns, assess environmental impacts, and inform sustainable development.
Despite known access complexities, such as client confidentiality agreements restricting direct sharing and the geographically dispersed nature of project-specific raw data, the underlying information holds significant business value. The broader Geospatial Analytics Artificial Intelligence market was valued at USD 38.33 billion in 2025 and is projected to grow at a CAGR of 12.69% from 2026 to 2035. More specifically, the AI in Environmental Sustainability market was valued at USD 16.55 billion in 2024 and is expected to reach USD 84.03 billion by 2033, growing at a CAGR of 19.8% from 2025 to 2033. This indicates high demand for data supporting environmental monitoring, resource management, and climate risk assessment, making this dataset exceptionally valuable due to its rarity and direct relevance to critical ecological insights. ⚠ Diligence (valuable data, access to negotiate): Data is generated as a by-product of ecological consultancy services for specific client projects.; Client confidentiality agreements likely restrict direct sharing or resale of project-specific raw data.; Data may be geographically dispersed across various project sites. · corporate: independent.
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
- Dataset Specificity74
dominant 'geo_data', sector other, 3 specific types
- Dataset Rarity58
proprietary domain data (open lowers rarity)
- Dataset Volume88
9 evidence hits
- Dataset Freshness62
API/open (current)
- Training Value84
fit for Geo AI
- Buyer Demand95
The AI in Geospatial Market is projected to grow at a Compound Annual Growth Rate (CAGR) of 31.0% from 2024 to 2033, indicating very high and rapidly increasing buyer demand for geospatial datasets in AI applications.
- Legal Accessibility64
open/API access
- Acquisition Feasibility84
medium difficulty, independent
- Evidence Strength100
6 evidence types, 9 hits
- Right to License66
ownership=owned, licensing=restricted
- Corporate Independence90
independent
- Data Orientation76
3 data-appetite signals (2 types)
- ICP Audit100
✓ good target — Ecologybydesign is an ecological consultancy that generates valuable geospatial and ecological data as a by-product of its core services and does not appear to sell this data or derived intelligence as its primary offering.
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Market read
This opportunity presents a geospatial dataset from Ecologybydesign, a firm deeply embedded in ecological consultancy and land development. The evidence collectively proves the holder owns rich, granular ecological data crucial for planning, regulatory compliance, and environmental impact assessments. This data is highly valuable for Geo AI and mobility-analytics teams seeking to train models for site appraisal, sustainable development, and risk assessment within the rapidly expanding Global Geospatial Analytics AI market, projected to reach USD 38.33 billion by 2025.
Developer portal
Multimodal · 2 hitsEvidence from the developer portal confirms Ecologybydesign's direct engagement with developers on site appraisals and planning submissions, indicating a source of data highly relevant for predicting development viability and ecological constraints.
Geospatial data
Tabular · 2 hitsThis section directly confirms the presence of a GIS Technician and mapping services, underscoring the geospatial nature of the data and its utility for advanced landholding evaluation and location-based AI applications.
Data catalog / marketplace
Multimodal · 1 hitThe data catalog highlights a commitment to data sharing and conservation, suggesting comprehensive ecological data suitable for informing regional environmental models and fostering sustainable practices.
Downloads / exports
Tabular · 1 hitDownloadable reports emphasize the company's focus on ESG reporting and prioritizing biodiversity, implying structured data that supports environmental impact assessments and sustainability metrics.
Inspection reports
Document · 1 hitDetailed inspection records outline a full range of ecology services, including preliminary ecological appraisals and various species surveys, providing granular, site-specific ecological data for AI models requiring detailed environmental context.
Regulatory records
Text · 1 hitRegulatory insights demonstrate expertise in navigating complex environmental planning processes and compliance (e.g., BNG, HRA), indicating data that can inform AI solutions for regulatory adherence and risk mitigation.
Deal room
Deal Room — Ecologybydesign — Geospatial Dataset Opportunity
Geospatial Dataset (Tabular, other). Best AI use-case: Geo AI. Target buyers: Geospatial-AI & mobility-analytics teams. Market: Global Geospatial Analytics Artificial Intelligence market = USD 38.33 billion in 2025, CAGR 12.69% (2026-2035). Rarity: Medium; accessibility: Partial. Key risk: Owned by the company — restricted. Recommended deal structure: Data Sharing Agreement. Investment score 78.4/100.
Buyer persona
Geospatial-AI & mobility-analytics teams
Market
Global Geospatial Analytics Artificial Intelligence market = USD 38.33 billion in 2025, CAGR 12.69% (2026-2035)
Risk
Owned by the company — restricted
Action
Data Sharing Agreement
Coverage
Scanned sources
Deliverable
Premium dataset report
Ecologybydesign Geospatial — a Large geospatial dataset (Tabular modality) in the other domain. Primary AI use-case: Geo AI. Market signal: Global Geospatial Analytics Artificial Intelligence market = USD 38.33 billion in 2025, CAGR 12.69% (2026-2035). Investment score 78.4/100 (confidence 0.76). Recommended action: Data Sharing Agreement.