Mantle Labs

What Mantle Labs does

Mantle Labs is a UK-based remote sensing and AI company that builds a 4D-MRV (Monitoring, Reporting, and Verification) platform, branded Geotree, for nature-based carbon projects. The platform ingests high-resolution satellite imagery from Maxar (30cm native resolution) and atmospheric data from Spire's nano-satellite constellation, applies computer vision and biogeochemical modelling at a 10m² Terra-grid granularity, and produces carbon stock, sequestration, and GHG emissions quantification with spatial and temporal distribution. The output is packaged as an end-to-end pipeline spanning Digital, Due Diligence, Design, Measure, Report, and Verify stages, and is positioned as institutional-grade MRV for the voluntary carbon market.

The company serves four primary buyer categories: carbon buyers (screening and verifying credit quality), project developers (location selection, PDD writing, registration), regulatory bodies and standards organizations (audits, compliance), and financiers/investors (risk assessment, pre-feasibility). Named enterprise and institutional clients include Amazon, Volkswagen, Hartree Partners, Rabobank, USAID, Verra, and Japan's Faeger. The company operates an enterprise field-sales motion, with direct, consultative engagement and quote-based pricing typical of regulated B2B infrastructure deals; the revenue model is characterized as subscription/recurring for the 4D-MRV technology services.

Mantle Labs is a UK private limited company (Mantle Labs Limited) headquartered in Southampton, founded in 2016, with 11–50 employees. It maintains strategic partnerships with the University of Cambridge Computer Science Department and the Cambridge Centre for Carbon Credits (for research and talent), Maxar and Spire (for data infrastructure), and Verra (for standards-body pilot work). Co-founders Clement Atzberger, Swapnil Baokar, and Rishikesh Sapre remain associated with the business. The company has disclosed only one funding round (June 2019), and no revenue figure is publicly available.

Name

Mantle Labs

Legal name

Mantle Labs Limited

Website

https://mantle-labs.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

11–50 employees

Short description

Mantle Labs is a UK-based remote sensing and AI company that operates the Geotree 4D-MRV platform to monitor, report, and verify nature-based carbon projects for carbon buyers, project developers, regulators, and financiers.

Ownership category

akta.pro rank

Product category

Carbon MRV Software / Environmental Monitoring Software

NAICS

Testing Laboratories and Services (54138), Geophysical Surveying and Mapping Services (541360)

SIC

Services-Testing Laboratories (8734), Services-Commercial Physical & Biological Research (8731)

akta.pro industry

PRIMARYEUABACAK

Digital MRV & Traceability Platforms (dMRV, APIs, Data Pipelines, Tokenization Support)

Energy, Utilities & Environment/Carbon & Climate Solutions (Carbon Markets, Offsets, CCS/CCUS)/Carbon Credit Verification, Validation & MRV (VVBs, Auditing, Remote Sensing)

SECONDARYEUABACAF

Remote Sensing & Geospatial MRV (Satellite, Aerial, LiDAR, SAR)

Energy, Utilities & Environment/Carbon & Climate Solutions (Carbon Markets, Offsets, CCS/CCUS)/Carbon Credit Verification, Validation & MRV (VVBs, Auditing, Remote Sensing)

SECONDARYEUABACAI

Industrial & Energy MRV (Facilities, Renewables, Methane, Process Emissions)

Energy, Utilities & Environment/Carbon & Climate Solutions (Carbon Markets, Offsets, CCS/CCUS)/Carbon Credit Verification, Validation & MRV (VVBs, Auditing, Remote Sensing)

SECONDARYEUABACAH

Soil & Biomass Carbon Measurement (Soil Sampling, Forest Inventory, Blue Carbon)

Energy, Utilities & Environment/Carbon & Climate Solutions (Carbon Markets, Offsets, CCS/CCUS)/Carbon Credit Verification, Validation & MRV (VVBs, Auditing, Remote Sensing)

SECONDARYEUABACAM

Credit Issuance, Serialisation & Retirement Assurance (Registry Integrity Checks)

Energy, Utilities & Environment/Carbon & Climate Solutions (Carbon Markets, Offsets, CCS/CCUS)/Carbon Credit Verification, Validation & MRV (VVBs, Auditing, Remote Sensing)

SECONDARYEUAHADAF

Carbon Market MRV (Offsets/Projects: Verra/Gold Standard/ART; registry reporting)

Energy, Utilities & Environment/Environmental Compliance, Monitoring & Consulting/Emissions Measurement, Reporting & Verification (MRV)

Keywords

• Carbon MRV software
• Remote sensing analytics
• Nature-based solutions
• Carbon project monitoring
• Digital agriculture

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. 4D-MRV Technology Services: Providing scalable institutional-grade 4D-MRV technology for nature-based carbon projects. Services include due diligence, design, and monitoring solutions for carbon market participants including project developers, buyers, regulatory bodies, and financiers.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Mantle Labs provides a scalable 4D-MRV (Monitoring, Reporting and Verification) platform, branded Geotree, for nature-based carbon projects. The platform combines remote sensing, AI/machine learning and environmental science to deliver Digital, Due Diligence, Design, Measure, Report and Verify services, with 10m² Terra-grid monitoring, carbon quantification modelling and Digital Twin technology for project developers, buyers, regulators and financiers in the voluntary carbon market.

Product overview

Mantle Labs offers a single unified product platform called Geotree, which provides scalable 4D-MRV technology for nature-based carbon projects. The platform covers the entire project lifecycle through six integrated stages: Digital (powered by remote sensing and AI), Due Diligence (science-based feasibility analysis), Design (stratification guidance), Measure (tracking and documentation), Report (GHG emissions dissemination), and Verify (independent assessment). Geotree enables granular monitoring via a 10m² Terra-grid system, spatial modelling of carbon data, and Digital Twin capabilities for robust and transparent outputs.

Differentiator

Problem solved

Functional benefit

Brands

• Geotree: Scalable 4D-MRV technology platform for due diligence, design and monitoring of nature-based carbon projects. Provides early stage project screening, feasibility analysis, real-time verification, and carbon market expertise.
• 4D-MRV

Products and services

• Geotree

Quantifiable outcome

• Significant cost reduction in monitoring compared to traditional methods while enabling continuous monitoring
• +1 more outcomes

Named customers7 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Four partnerships are on record, tiered core.

• University of CambridgecoreStrategic or Co-development Partner · 1 January 2021Strategic partnership with the University of Cambridge Computer Science Department and the Cambridge Centre for Carbon Credits, an interdisciplinary group founded in 2021 run across the Departments of Computer Science, Zoology and Plant Sciences, housed in the Conservation Research Institute. This partnership provides academic research backing and credibility for Mantle Labs' technology development.
• MaxarcoreTechnology or IntegrationTechnology partnership with Maxar, the first and largest company to deliver native 30cm resolution and derived 15cm high-definition imagery. Maxar provides high-resolution satellite imagery used for land management monitoring and assessment, particularly useful for monitoring deforestation and assessing tree canopy heights.
• SpirecoreTechnology or IntegrationTechnology partnership with Spire, which operates one of the world's largest constellations of nano-satellites using radio occultation to collect atmospheric readings. Spire provides weather data (pressure, humidity, temperature) 24/7 globally, enabling revolutionary weather risk assessment and monitoring for nature-based carbon projects.
• VerracoreStrategic or Co-development PartnerVerra initiated a remote sensing analysis pilot with Mantle Labs in November 2023 for review of small-scale methodology rice projects using AMS-III.AU methodology. The initiative sampled five projects to check project area, baseline, and project adjusted water management practices.

Scale indicators1 record

Recent moves5 records

Expansion highlights5 records

Emerging players

• Overstory: Overstory applies satellite analytics to vegetation intelligence for utilities and the energy sector, with adjacent capability in nature-based carbon MRV that overlaps Mantle's remote sensing platform on certain project types.
• Veritree: Veritree provides reforestation monitoring and verification using satellite and ground-based data, competing partially with Mantle in forestry project verification and baselining workflows.
• Patch: Patch is a carbon credit API platform serving enterprise buyers; it complements rather than directly competes with Mantle, but overlaps in the broader dMRV/carbon data ecosystem and sometimes integrates with MRV providers like Mantle.
• LiveEO: LiveEO provides satellite-based monitoring for infrastructure and environmental compliance, with capabilities adjacent to Mantle's earth observation analytics and growing overlap in nature-based carbon MRV.

Broad incumbents

• Planet Labs: Planet Labs operates a large satellite constellation and is increasingly offering analytics services for carbon, agriculture, and forestry — a vertically integrated incumbent that competes with Mantle on data inputs and increasingly on derived insights.
• Maxar Technologies: Maxar is both a strategic data partner and a potential competitor; it provides high-resolution satellite imagery and increasingly offers analytics services that overlap with portions of Mantle's 4D-MRV stack.

Direct peers

• Sylvera: Sylvera provides independent carbon credit ratings and MRV using satellite imagery and machine learning for nature-based projects, directly competing with Mantle Labs' 4D-MRV offering across forestry and ARR project types.
• Chloris Geospatial: Chloris Geospatial uses satellite data and AI to measure forest carbon stocks and fluxes at scale, competing directly with Mantle's forest-focused Terra-grid monitoring and carbon quantification modelling.
• NCX (Natural Capital Exchange): NCX quantifies and trades forest carbon credits using remote sensing and landowner baselining, directly competing with Mantle in forestry MRV and project feasibility screening for US-based nature-based projects.
• Pachama: Pachama combines satellite remote sensing and AI to verify nature-based carbon projects and connects buyers to high-quality credits, overlapping directly with Mantle's project screening and monitoring services.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds2 records

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Mantle Labs