Neobio Inc.
Neobio Inc. is a South Korea-based agri-tech company that combines proprietary fluorescent probe bio-imaging with on-device AI and a proprietary Vision Language Model to detect plant pathogens in orchards before visible symptoms appear, serving fruit growers and agricultural technology integrators.
- Company typePrivate
- Founded-
- HeadquartersSeongnam-si, South Korea
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Neobio Inc. does
Neobio Inc. is a South Korea-based agri-tech company headquartered in Pangyo Techno Valley, Seongnam-si, Gyeonggi-do, developing AI-powered bio-imaging tools for early detection of plant diseases. Its core product, the Bio Imaging AX Platform, fuses proprietary fluorescent probe chemistry with on-device AI: pathogen-binding probes make causal pathogens glow under UV light, enabling on-site visual confirmation of disease hotspots before visible symptoms appear. This replaces subjective human scouting with objective, scientific diagnostics and addresses what the company describes as agriculture's "Visibility Trap," where conventional vision AI can only detect disease after damage has occurred.
The platform generates a proprietary ground-truth dataset of pathogen distribution that the company uses to train an agriculture-specific Vision Language Model (VLM) for scouting automation. The VLM is positioned as the foundation for future robotics and AR integrations. A roadmap product, Ceres AI, is envisioned as an agentic AI digital agronomist that would layer planning, risk prediction, and resource scheduling on top of the scouting engine. Research validation has been published in iScience (2023) covering on-site fluorescent probe diagnostics for fire blight bacteria, in collaboration with Korea's Rural Development Administration.
Commercially, Neobio is at an early stage: it is a private corporation with 1–10 employees, no publicly disclosed revenue or pricing, and no named enterprise customers. The anticipated revenue model is subscription/recurring, distributed via direct farm engagement and partnership-led deployments. Strategic backing comes from Outsome (2025), and the company has assembled a consortium of partnerships spanning Korean national research institutes (NAS, KIST, Rural Development Administration), universities (KAIST, Yonsei, Kyung Hee, Kyungpook National University), the NongHyup agricultural cooperative, and GBSA. The company maintains both English and Japanese versions of its website, signaling intent to expand beyond Korea.
Neobio Inc. firmographics
Firmographics- Name
- Neobio Inc.
- Legal name
- NEOBIO Inc.
- Website
- https://neobio.town
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Neobio Inc. is a South Korea-based agri-tech company that combines proprietary fluorescent probe bio-imaging with on-device AI and a proprietary Vision Language Model to detect plant pathogens in orchards before visible symptoms appear, serving fruit growers and agricultural technology integrators.
- Ownership category
- akta.pro rank
Neobio Inc. industry classification
Industry- Product category
- Precision Agriculture AI Diagnostics
- NAICS
- Analytical Laboratory Instrument Manufacturing (334516)
- SIC
- Laboratory Analytical Instruments (3826)
- akta.pro primary industry
- Pathogen & Disease Diagnostics Services (Plant, Soil, Water) (AFACAKAG)
- akta.pro secondary industries
- Digital & AI-Enabled Diagnostics (algorithmic interpretation, decision support tied to assays) (HLAAALAO), Environmental Microbiome/Baseline Trending & Data Analytics (EMP Trending, Mapping) (AFALAEAI)
Keywords
Where Neobio Inc. is headquartered
LocationHeadquarters
- HQ city
- Seongnam-si
- HQ country
- South Korea
- HQ region
- Asia
Offices2 records
Markets served
Neobio Inc. business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales
Revenue model
- Bio-imaging Diagnostic Platform: Revenue from on-site diagnostic fluorescent probe technology for plant disease detection. The platform provides instant visual confirmation of pathogen hotspots using proprietary probes and UV scanning.
- VLM Scouting Automation: Future revenue stream from Vision Language Model-based scouting automation services, enabling robotics and AR systems to identify and manage agricultural threats.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels2 records
Neobio Inc. product offering
Product offeringCore offering
Neobio sells a Bio Imaging AX Platform that combines proprietary fluorescent probe technology with on-device AI for plant disease detection. The probes bind directly to causal pathogens and glow under UV light, enabling instant on-site visual confirmation of disease hotspots before visible symptoms appear, while the company also develops a Vision Language Model trained on a proprietary ground-truth pathogen dataset to enable scouting automation. The offering targets fruit growers, orchard operations, and agricultural technology integrators seeking pre-symptom pathogen detection.
Product overview
Neobio Inc. offers a unified Bio Imaging AX Platform that combines proprietary fluorescent probe technology with AI for plant disease detection. The platform consists of a core Fluorescent Probe Technology product for on-site pathogen visualization, a Vision Language Model (VLM) for scouting automation, and the future Ceres AI platform envisioned as an Agentic AI for comprehensive agricultural intelligence. The VLM is trained on proprietary ground-truth pathogen datasets generated by the bio-imaging system, enabling proactive threat identification and management.
Differentiator
Problem solved
Functional benefit
Products and services
- Bio Imaging AX Platform Neobio's flagship bio-imaging platform that fuses proprietary fluorescent probe technology with on-device AI for plant disease detection, enabling instant on-site visual confirmation of pathogen hotspots before visible symptoms appear. Targeted at fruit growers, orchard operations, and agri-tech integrators.
- Fluorescent Probe Technology Proprietary fluorescent probes that bind directly to causal plant pathogens and make them glow under UV light, enabling instant on-site visual confirmation of disease hotspots and replacing subjective naked-eye field diagnostics with objective scientific data.
- Vision Language Model (VLM) for Agriculture Specialized AI model trained on Neobio's proprietary ground-truth pathogen distribution dataset, serving as the engine for scouting automation and enabling robotics and AR systems to identify and manage agricultural threats proactively.
Quantifiable outcome
- Early pathogen detection enabling treatment before symptoms develop
- +2 more outcomes
Companies that use Neobio Inc.
Customer profileSegments2 records
Ideal customer profiles2 records
Neobio Inc. technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability5 records
Feature3 records
Neobio Inc. partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core and major.
- National Institute of Agricultural Sciences (NAS)coreResearch collaboration with Korean national agricultural research institute for advancing bio-imaging technology in agriculture.
- Kyung Hee UniversitymajorAcademic partnership for research and development of bio-imaging technology for agricultural applications.
- KAIST (Korea Advanced Institute of Science and Technology)majorAcademic partnership with leading Korean science and technology university for AI and imaging technology development.
- NongHyup (NH)majorPartnership with major Korean agricultural cooperative for technology deployment and market access in agricultural sector.
- Kyungpook National UniversitymajorAcademic partnership for agricultural science research and bio-imaging technology development.
- GBSA (Gyeonggi Business Successor Agency)corePartnership with Gyeonggi Province's business development agency supporting technology commercialization and business growth.
- Yonsei UniversitymajorAcademic partnership with prestigious Korean university for research collaboration in bio-imaging and AI technology.
- KIST (Korea Institute of Science and Technology)majorPartnership with national research institute for science and technology development in bio-imaging systems.
- Rural Development AdministrationcoreGovernment research partnership supporting on-site applicable diagnostic fluorescent probe technology development for plant disease detection.
Scale indicators2 records
Recent moves6 records
Expansion highlights5 records
Neobio Inc. competitors and assessment
Company assessmentDirect peers
- Plantix (PEAT): AI-driven image-based crop and disease diagnosis for growers. Most direct comparable: uses computer vision/AI to identify plant diseases from images, although Plantix relies on smartphone imagery rather than fluorescent probes.
- Taranis: AI-powered aerial imaging and scouting platform for crop disease, pest, and weed detection. Directly competes on AI-based field-level disease identification and decision support for growers and agribusinesses.
- Gamaya: Hyperspectral imaging combined with AI for crop diagnostics and disease detection. Comparable as a specialty imaging + AI diagnostics player targeting specialty crop growers.
- Aerobotics: Aerial imagery and AI analytics focused on tree crops and orchards (citrus, apples). Highly comparable because both serve orchard growers with imaging-driven disease and health analytics.
- Agremo: Drone imagery analytics delivering AI-based plant health, disease, and stand assessments. Comparable business model of selling imaging-derived AI analytics to growers and agronomists.
Broad incumbents
- xFarm Technologies: Digital farming platform offering imaging, scouting, and decision support for growers. Broader farm management suite with disease detection as one feature among many.
- Prospera (Valmont Industries): Acquired by Valmont, Prospera provides computer vision and AI analytics for agriculture at scale. Comparable technology stack (CV/AI for crop monitoring), but operates as part of a much larger incumbent platform.
- Blue River Technology (John Deere): John Deere-owned computer vision and ML platform for plant-level crop analytics. Overlaps on vision-AI for agriculture but is embedded inside a major equipment OEM with vastly greater distribution.
Emerging players
- Small Robot Company: Robotics + AI for per-plant field scouting and treatment. Comparable long-term vision of vision-AI-driven scouting automation, though focused on row crops rather than orchard pathogens.
Others
- Orbital Insight / Satellogic (agri customers): Earth-observation and geospatial analytics providers serving agriculture with imaging-derived insights. Adjacent ecosystem: shared end customers (growers/agronomists) and overlapping category of imaging-based crop intelligence, but different sensing modality.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat3 records
Key risks5 records
Key highlights6 records
Customer concentration
Neobio Inc. social profiles
Digital presenceNeobio Inc. financial estimates
Financial estimateRevenue estimate
Valuation estimate
Neobio Inc. leadership team
Management profileNumber of profiles
Neobio Inc. funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Neobio Inc. M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Neobio Inc.
What does Neobio Inc. do?
Neobio sells a Bio Imaging AX Platform that combines proprietary fluorescent probe technology with on-device AI for plant disease detection. The probes bind directly to causal pathogens and glow under UV light, enabling instant on-site visual confirmation of disease hotspots before visible symptoms appear, while the company also develops a Vision Language Model trained on a proprietary ground-truth pathogen dataset to enable scouting automation. The offering targets fruit growers, orchard operations, and agricultural technology integrators seeking pre-symptom pathogen detection.
Is Neobio Inc. a public or private company?
Neobio Inc. is a private company. It is classified as venture growth investor backed and is currently operating.
When was Neobio Inc. founded?
Neobio Inc. was founded in -1. It employs 1 to 10 people.
Where is Neobio Inc. based?
Neobio Inc. is headquartered in Seongnam-si, South Korea, in the Asia region.
How does Neobio Inc. make money?
Two revenue lines are on record. Bio-imaging Diagnostic Platform is the primary driver. The others are VLM Scouting Automation.
Who are Neobio Inc.'s main competitors?
Direct peers on record are Plantix (PEAT), Taranis, Gamaya, Aerobotics and Agremo. Broad incumbents are xFarm Technologies, Prospera (Valmont Industries) and Blue River Technology (John Deere). Small Robot Company is listed as an emerging player. Orbital Insight / Satellogic (agri customers) is listed as an others.
Does Neobio Inc. have an API?
No public API is recorded for Neobio Inc..
What industry is Neobio Inc. in?
Neobio Inc.'s product category is Precision Agriculture AI Diagnostics. Its primary akta.pro industry code is AFACAKAG, Pathogen & Disease Diagnostics Services (Plant, Soil, Water), with a secondary code of HLAAALAO, Digital & AI-Enabled Diagnostics (algorithmic interpretation, decision support tied to assays). Its NAICS code is 334516 and its SIC code is 3826.