Smartwell Technology Corp. Outlines AI-Powered Agriculture Strategy and Dual AI TechnologyPlatforms

VANCOUVER, BRITISH COLUMBIA –  Smartwell Technology Corp. (the “Company” or “Smartwell”) (TSXV: SMWE) today outlined its technology platform and strategic priorities following its listing on the TSX Venture Exchange.

Smartwell is a Canadian agricultural technology company focused on applying artificial intelligence, agricultural data and intelligent automation to both indoor and outdoor agriculture. The Company has developed two distinct AI technology platforms for different agricultural environments: its Controlled Environment Agriculture (“CEA”) System, focused on AI-driven crop growth and production management for greenhouse and indoor agriculture operators, and its Yuntong Agricultural Remote Sensing and Data System, focused on AI-based satellite imagery and spectral recognition for outdoor agriculture. Yuntong is designed to serve large-scale farms as well as agricultural lenders and agricultural insurance companies.

Two AI Technology Platforms for Indoor and Outdoor Agriculture

Smartwell’s technology strategy is based on two distinct AI approaches designed for different agricultural environments and business requirements. The CEA platform is focused on the question of how crops should be grown and managed in controlled environments, using crop growth models, environmental data and automation technologies to support production decisions. The Yuntong platform is focused on identifying and monitoring crops and agricultural conditions across large outdoor areas, using satellite imagery, spectral information and AI analysis to convert remote sensing data into structured agricultural intelligence. Together, the two platforms address different but complementary areas of agricultural technology, spanning intelligent crop production and large-scale agricultural data analysis.

CEA: AI Crop Growth Intelligence for Greenhouse Operators

Smartwell’s CEA technology is primarily designed for greenhouse operators and other indoor agriculture businesses and is built around a dual-engine architecture combining plant growth mechanistic models with deep neural network data models. The mechanistic models incorporate principles from plant physiology, photobiology, water and nutrient dynamics, and crop disease and pest behavior to provide scientific constraints that reflect the underlying logic of plant growth. The deep neural network models analyze crop growth, environmental and image data using technologies including time-series prediction, deep learning and reinforcement learning to identify complex relationships that may not be captured by traditional rules or human experience alone. The two model layers interact and are continuously calibrated against one another, with the objective of combining scientific interpretability with data-driven precision. Smartwell’s CEA AI models have been trained and optimized using more than 250 million crop growth data and image samples. Model outputs can be connected to greenhouse automation systems to support irrigation, fertilization, ventilation, lighting and other production activities, helping greenhouse operators improve the precision, efficiency and automation of crop management.

Yuntong: AI Satellite Imagery and Spectral Recognition for Outdoor Agriculture

Unlike the CEA platform, which is designed for indoor agriculture, Smartwell’s Yuntong Agricultural Remote Sensing and Data System is focused on outdoor agriculture and large-scale agricultural operations, with target customers including large farms, agricultural lenders and agricultural insurance companies. Yuntong uses a separate AI technology architecture to analyze satellite remote sensing imagery, multispectral and hyperspectral data, incorporating small-sample learning and advanced AI techniques to reduce reliance on large volumes of manually labeled data. The technology is designed to support crop identification, agricultural field and acreage identification, crop condition and growth monitoring, and large-scale agricultural change detection. For large farms, Yuntong can provide broad-area crop and agricultural condition information; for agricultural lenders, the data can support assessment of agricultural assets, planting activities and production risks; and for agricultural insurers, the technology can support monitoring and analysis of agricultural conditions and potential production risks. By combining satellite imagery, spectral information and AI analysis, Yuntong is designed to convert large-scale outdoor agricultural data into commercially useful agricultural intelligence.

From Agricultural Data to Agricultural Intelligence

Although the CEA and Yuntong platforms use different AI technology approaches, they share a common strategic foundation: agricultural data, AI analysis and actionable agricultural intelligence. In indoor agriculture, Smartwell combines greenhouse sensor data, crop imagery and environmental information with AI crop growth models to generate production decisions and connect those decisions to automated systems. In outdoor agriculture, Smartwell uses satellite, spectral and other agricultural data to identify and analyze conditions across large geographic areas and convert remote sensing data into information that can support agricultural management, lending and insurance decisions. Together, these capabilities position Smartwell across two complementary areas of agricultural intelligence: intelligent indoor crop production and large-scale outdoor agricultural data intelligence.

Strategic Priorities Following TSXV Listing

Following its TSXV listing, Smartwell intends to continue advancing both AI technology platforms through commercialization and research and development. In indoor agriculture, the Company plans to expand the application of its CEA technology across greenhouse and other controlled-environment operations, develop additional crop and growth-stage models, and further improve model training, validation and automated execution. In outdoor agriculture, the Company plans to continue developing its small-sample AI, satellite imagery and spectral recognition technologies and expand their applications across large farms, agricultural lending and agricultural insurance. The Company also intends to continue developing its agricultural data capabilities and pursue customers and strategic opportunities in North America and other agricultural markets.

Building an AI Agriculture Technology Platform

Smartwell’s long-term strategy is to develop an AI agriculture technology platform spanning different agricultural production environments. In indoor agriculture, the Company helps greenhouse operators understand crop growth and optimize production decisions; in outdoor agriculture, the Company helps large farms, agricultural lenders and agricultural insurers understand crop and production conditions across large geographic areas. By applying different AI technologies—including crop growth AI, plant growth mechanistic modeling, deep neural networks, small-sample learning, satellite imagery and spectral analysis—to different agricultural challenges, Smartwell aims to develop technology solutions that can be deployed across crops, regions and agricultural applications.

About Smartwell Technology Corp.

Smartwell Technology Corp. (TSXV: SMWE) is a Canadian agricultural technology company focused on the application of artificial intelligence, agricultural data and intelligent automation in agriculture. The Company’s technology platform addresses two principal agricultural environments. Its Controlled Environment Agriculture (CEA) System integrates AI crop growth models, IoT sensors and automation technologies to support greenhouse operators and other indoor agriculture businesses. Its Yuntong Agricultural Remote Sensing and Data System applies AI-based satellite imagery and spectral recognition technologies to outdoor agriculture and is designed to provide agricultural data and analysis to large farms, agricultural lenders and agricultural insurance companies. Smartwell is headquartered in Vancouver, British Columbia, Canada.

For more information, please visit www.smartwell.info.

不列颠哥伦比亚省温哥华讯 ——Smartwell Technology Corp.（下称 “公司” 或 Smartwell，TSXV：SMWE）今日于多伦多创业板上市后，对外详细介绍自身技术平台布局与核心发展战略。

Smartwell 是一家加拿大农业科技企业，专注将人工智能、农业大数据与智能自动化技术应用于设施农业与大田户外农业领域。公司针对两类农业场景研发两套独立 AI 技术平台：设施农业系统（CEA），面向温室、室内种植主体提供 AI 作物生长与生产管理方案；耘瞳农业遥感数据系统，依托 AI 卫星影像与光谱识别技术服务大田农业，服务对象涵盖大型农场、农业信贷机构及农业保险公司。

适配室内外农业的双 AI 技术平台

Smartwell 技术核心路线为两套差异化 AI 体系，分别匹配不同农业场景与业务需求。CEA 平台聚焦可控环境下作物培育与管理，依托作物生长模型、环境监测数据及自动化设备辅助生产决策；耘瞳平台面向广袤大田，通过卫星影像、光谱数据与 AI 算法，将海量遥感数据转化为标准化农业研判信息。两大平台赛道互补，完整覆盖智能设施种植、大规模农田数据分析两大农业科技领域。

CEA 系统：面向温室从业者的 AI 作物生长智能体系

Smartwell CEA 技术主要服务温室及各类室内种植企业，采用机理模型 + 深度神经网络双引擎架构。机理模型融合植物生理学、光生物学、水肥循环、病虫害规律等理论，搭建贴合作物自然生长逻辑的科学约束框架；深度神经网络依托时序预测、深度学习、强化学习，解析作物长势、环境、图像多维数据，挖掘传统规则与人工经验难以捕捉的复杂生长关联。两层模型相互联动、持续迭代校准，兼顾科学可解释性与数据测算精准度。 公司依托超 2.5 亿条作物生长数据与图像样本完成 CEA AI 模型训练优化，模型输出结果可直连温室自动化系统，联动灌溉、施肥、通风、补光等设备，帮助种植户实现作物精细化、高效化、自动化管理。

耘瞳系统：服务大田农业的 AI 卫星影像光谱识别平台

与聚焦室内种植的 CEA 不同，耘瞳农业遥感数据系统深耕户外规模化农田，客户群体包含大型农场、农业信贷方、农业保险机构。耘瞳搭载独立 AI 架构解析卫星遥感、多光谱、高光谱数据，引入小样本学习前沿算法，大幅降低对人工标注海量数据的依赖。 该技术可实现作物种类识别、地块面积测绘、作物长势动态监测、全域农田变化追踪。面向大型农场，提供全域农田长势全景数据；面向信贷机构，支撑农地资产、种植规模与生产风险评估；面向保险机构，实现农田灾情与减产风险持续监测分析。依托卫星影像、光谱信息与 AI 运算，耘瞳将海量大田遥感数据转化为具备商业价值的农业决策情报。

从农业原始数据到可落地农业智能决策

CEA 与耘瞳虽采用不同 AI 技术路线，但底层核心逻辑一致：依托农业数据、AI 运算输出可落地农业决策。室内种植场景中，Smartwell 整合温室传感器、作物影像、环境指标与 AI 生长模型，生成生产指令并联动自动化设备；大田场景中，依托卫星、光谱多源数据解析大范围农田状况，将遥感数据转化为适配农田管理、涉农信贷、农业保险的参考依据。两大技术体系形成互补，覆盖室内智能种植、大田大数据研判两大农业智能赛道。

登陆 TSXV 后的核心发展战略

上市后，Smartwell 将持续推进两套 AI 平台的商业化落地与技术研发迭代。设施农业板块：扩大 CEA 温室落地覆盖范围，新增多品类、多生长阶段作物模型，持续优化模型训练、验证与设备自动联动能力。大田板块：迭代小样本 AI、卫星影像及光谱识别技术，拓宽耘瞳在大型农场、涉农信贷、农业保险领域的落地场景。同时持续完善农业数据储备，开拓北美及全球核心农业市场客户与战略合作机会。

长期布局：搭建全场景 AI 农业技术底座

公司长期战略是打造覆盖全农业生产场景的通用 AI 农业技术平台。室内端赋能温室企业读懂作物生长规律、优化种植方案；大田端助力农场、金融保险机构掌握大范围农田生产现状。 通过作物生长 AI、植物机理建模、深度神经网络、小样本学习、卫星光谱分析等多元 AI 技术，针对性解决各类农业痛点，打造可跨作物、跨区域、多场景复用的农业数字化解决方案。

企业简介

Smartwell Technology Corp.（TSXV：SMWE）为加拿大农业科技公司，深耕人工智能、农业大数据与智能自动化在农业领域的落地应用。旗下两大核心技术平台覆盖两类核心农业场景：设施农业系统（CEA）融合 AI 作物模型、物联网传感器与自动化设备，服务温室及室内种植主体；耘瞳农业遥感数据系统依托 AI 卫星光谱识别技术赋能大田农业，为大型农场、涉农信贷及保险机构提供农业数据与分析服务。公司总部设于加拿大不列颠哥伦比亚省温哥华市。

更多详情可访问官网：www.smartwell.info