Insight Robotics
Insight Robotics is a Hong Kong-based forestry-focused risk management company that builds AI-assisted dual EO/IR wildfire detection robots (InsightFD), aerial survey services, and GIS platforms for forestry companies, national parks, oil palm plantations, and government agencies across Asia, the Americas, and Europe.
- Company typePrivate
- Founded2009
- HeadquartersSha Tin, Hong Kong SAR China
- Headcount11–50
- GTM typeB2B
- OfferingHardware or Manufacturing
What Insight Robotics does
Insight Robotics Limited is a Hong Kong-headquartered, privately held technology company founded in 2009 that builds AI-assisted wildfire detection and aerial survey solutions for forestry, national park, and oil palm plantation customers. Its core product is the InsightFD family of dual electro-optical (EO) and infrared (IR) wildfire detection robots (InsightFD 1 and InsightFD 3), which use 360-degree scanning, thermal imaging, HD visible cameras, and a patented fire detection algorithm to identify small fires within minutes of ignition, achieving greater than 95% detection of small fires within 10 minutes and locating fires as small as 6 square meters within an 8 km radius. The robots are networked through the Insight Globe GIS management platform, which provides real-time visualization, accurate fire coordinates, and integration with third-party weather stations, fire danger index, and fire spread prediction systems.
The company complements wildfire detection with an Aerial Survey Service using purpose-built RGB and multispectral imaging systems, delivered through the cloud-based InsightAerial GIS visualization portal, serving use cases such as plantation inventory mapping, due diligence, and crop health monitoring (e.g., NDVI-based palm census and vegetation analysis). More recently, it has applied its thermal imaging and AI stack to the AI-Assisted Body Temperature Screening System (AIBTSS) for high-throughput fever screening in public spaces.
Insight Robotics monetizes through hardware sales of the InsightFD robots, recurring per-hectare wildfire protection subscriptions priced at approximately $2 per hectare per year, and professional services fees from aerial survey campaigns (typically 4–6 surveys per year for immature palms, 1–2 for mature palms). The company sells primarily via direct enterprise field sales to large land asset owners and government agencies, supplemented by a global distributor network spanning Mexico, Portugal/Spain, the Southern Cone, Indonesia, China, Thailand, Colombia, and Brazil/Chile. To date, it has deployed more than 100 wildfire detection robots across four continents, protecting over 1.5 million hectares of forest in 44 cities. The company is controlled by its founders, with Co-Founder and CEO Kevin Chan and Co-Founder and Chief Science Officer Rex Sham leading technology and strategy, and William Tao serving as Chief Operating Officer.
Insight Robotics firmographics
Firmographics- Name
- Insight Robotics
- Legal name
- Insight Robotics Limited
- Website
- https://insightrobotics.com
- Company type
- Private
- Founded year
- 2009
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Insight Robotics is a Hong Kong-based forestry-focused risk management company that builds AI-assisted dual EO/IR wildfire detection robots (InsightFD), aerial survey services, and GIS platforms for forestry companies, national parks, oil palm plantations, and government agencies across Asia, the Americas, and Europe.
- Ownership category
- akta.pro rank
Insight Robotics industry classification
Industry- Product category
- Wildfire Detection Systems
- NAICS
- Security Systems Services (except Locksmiths) (561621), Geophysical Surveying and Mapping Services (541360), Computer Systems Design and Related Services (54151)
- SIC
- Search, Detection, Navagation, Guidance, Aeronautical Sys (3812), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Fire Detection & Early Warning (Lookouts, Sensors, Aerial Patrol) (AFAMAEAG)
- akta.pro secondary industries
- Robot Perception & Sensing for Agriculture (Computer vision, LiDAR, multispectral, sensor fusion) (AFAAAGAG), Crop Scouting & Pest/Disease Detection (Digital Scouting, Computer Vision, Alerts) (AFAGALAI), Fire Alarm Systems (Inspection/Testing/Monitoring/Service) (IMAIAJAC)
Keywords
Where Insight Robotics is headquartered
LocationHeadquarters
- HQ city
- Sha Tin
- HQ country
- Hong Kong SAR China
- HQ region
- Asia
Offices2 records
Markets served
Insight Robotics business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Personnel, Technology or R&D, Supply Chain, Operations, Marketing or Sales
Revenue model
- Wildfire Detection System Sales and Service: Sale and deployment of InsightFD wildfire detection robots along with ongoing monitoring and support services. The system can protect areas for as little as $2 per hectare per year.
- Aerial Survey Services: Aerial survey services providing precise terrain mapping, crop health analysis, and risk assessment for plantations and forestry. Typically involves 4-6 surveys per year for immature palms and 1-2 surveys per year for mature palms.
- Per-Hectare Protection Fees: Wildfire detection services billed on per-hectare basis for land protection. Approximately $2 per hectare per year for wildfire protection.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Wildfire Detection System - As low as $2 per hectare per year |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels4 records
Insight Robotics product offering
Product offeringCore offering
Insight Robotics manufactures and sells the InsightFD wildfire detection robot system, which combines electro-optical and infrared sensors with AI-assisted algorithms to detect wildfires within minutes of ignition across large forest areas. The company also provides aerial survey services using purpose-built RGB and multispectral imaging systems for plantation and forestry management, and has extended its thermal detection technology to the AI-Assisted Body Temperature Screening System (AIBTSS) for public health fever screening.
Product overview
Insight Robotics offers a portfolio of forestry-focused risk management products comprising two core solutions: (1) the InsightFD Wildfire Detection System with variants InsightFD 1 and InsightFD 3, supported by the Insight Globe GIS management platform - a dual EO/IR solution using AI-assisted thermal and smoke detection for 24/7 early wildfire detection; and (2) the Aerial Survey Service supported by the InsightAerial cloud-based GIS visualization platform - providing intelligent, precise aerial survey using RGB and multispectral imaging for plantation and forestry management. Additionally, the AI-Assisted Body Temperature Screening System (AIBTSS) applies similar detection technologies for public health screening. All solutions leverage proprietary AI algorithms for computer vision, anomaly detection, and process automation.
Differentiator
Problem solved
Functional benefit
Products and services
- InsightFD Wildfire Detection System Dual-solution early wildfire detection system combining advanced electro-optical and infrared sensors with AI-assisted algorithms and smoke detection. Scans 360 degrees 24/7, detects fires within minutes of ignition and spots over 95% of small fires within 10 minutes, with fire location accuracy down to 6 sq meters within 8 km. Sold to forestry companies, national parks and government agencies for early wildfire detection across large land estates.
- Aerial Survey Service Intelligent, precise aerial survey service using purpose-built RGB and multispectral imaging systems for high-resolution terrain mapping, palm census, tree counting, land-use mapping, NDVI vegetation analysis, inventory mapping and due diligence assessments. Typically delivered as 4-6 surveys per year for immature palms and 1-2 per year for mature palms, targeted at oil palm plantation owners, forestry estates and agroforestry operators.
- AI-Assisted Body Temperature Screening System (AIBTSS) Body temperature screening system that applies the company's thermal detection technology to epidemic prevention. Screens over 100 people per minute with accuracy up to ±0.2°C and prevents false alarms from non-human hot objects such as hot drinks. Used in public areas to screen fever candidates even when wearing masks.
Quantifiable outcome
- Over 95% of small fires detected within 10 minutes of ignition
- +5 more outcomes
Companies that use Insight Robotics
Customer profileNamed customers7 records
Segments3 records
Ideal customer profiles3 records
Insight Robotics technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability10 records
Feature7 records
Insight Robotics partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered core and minor.
- WoodtechcoreLeader in real world digitalization in forestry industry with headquarters in Chile. Strategic distributor partnership to expand wildfire detection system product line to Chile, Argentina, Uruguay and Paraguay through integrated supply chain.
- Robotics Galu S.A de CVcoreMexican company offering flight services with specialized drones for agriculture, environment, damage analysis. Exclusive distributor in Mexico since 2017. First five wildfire detection robots installed in Guadalajara forests.
- Leitek Innovative Solutions, LdacoreExclusive distributor in Portugal and Spain. Listed in Portuguese platform of defense companies. Develops business in forest surveillance, early wildfire detection, operational safety of aircraft, and security & defense.
- ADAI/CEIFminorPortuguese Association for Development of Aerodynamics/Centre of Studies of Wildfires. MOU signed for joint R&D projects with Insight Robotics and Leitek.
- Guangdong Academy of ForestryminorDeveloped partnership for pilot run of Early Stage Wildfire Detection and Prediction Wireless Sensor Network system in Qingyuan, Guangdong.
- PT HAS EnvironmentalminorValue-Added Distributor in Indonesia. Located at Ruko Mega Grosir Cempaka Mas, Jakarta.
- Greenman MachineryminorProduct manufacturer and distributor in China. Located in Shunyi District, Beijing.
- Agro RoboticsminorChannel partner for Brazil and Chile market.
- Loxley Public CompanyminorChannel partner in Thailand. Listed company providing technology solutions.
- IntecconminorChannel partner for Colombia market. Located in Boca Raton, FL, USA.
- RoboticsCatscoreGlobal distributor for wildfire detection system. Contact point for wildfire detection system inquiries.
Scale indicators10 records
Recent moves7 records
Expansion highlights5 records
Insight Robotics competitors and assessment
Company assessmentDirect peers
- Pano AI: Pano AI is a US-based AI wildfire detection company that deploys mountaintop cameras with computer vision to identify ignitions in real time for utilities, fire agencies, and forestry customers — directly comparable to Insight Robotics' tower-mounted InsightFD camera network serving similar fire-protection use cases.
- Dryad Networks: Dryad Networks is a Germany-based startup that provides ultra-early wildfire detection through IoT sensors with AI-driven smoke analysis for forests and critical infrastructure. It targets the same forestry and government customers with an alternative sensor-based detection architecture to Insight Robotics' EO/IR camera approach.
- OroraTech: OroraTech is a Germany-based company providing satellite-based thermal-infrared wildfire detection and monitoring services globally. It serves similar forestry and government customers as Insight Robotics and represents the most prominent satellite-based competitive alternative in the early wildfire detection market.
- ALERTWildfire: ALERTWildfire is a university-led consortium (UNR, UC San Diego, University of Oregon) that operates a pan-tilt-zoom camera network on mountaintops across the western US for real-time wildfire and smoke detection. It is a directly comparable mountaintop camera-based detection system serving fire agencies, often used as a benchmark for systems like InsightFD.
Emerging players
- SensaSure Tech: SensaSure is an India-based early-stage company developing AI-assisted wildfire detection sensors for forest and industrial applications, with comparable accuracy and false-alarm reduction goals to Insight Robotics' patented algorithm. It is an emerging regional player in the same technology category.
Broad incumbents
- PrecisionHawk: PrecisionHawk is a US-based drone analytics company offering aerial data collection and processing for agriculture, forestry, and infrastructure. Its broader drone-services portfolio overlaps with Insight Robotics' aerial survey and plantation analytics business, but it does not specialize in fire detection.
- senseFly (Parrot): senseFly, a Parrot subsidiary, manufactures fixed-wing drones and photogrammetry software for surveying, agriculture, and forestry. Its mapping products serve plantation and forestry customers similar to Insight Robotics' InsightAerial service, but as a broader drone-platform incumbent rather than a wildfire specialist.
Others
- LiveEO: LiveEO is a Germany-based satellite analytics company providing geospatial insights for infrastructure and environmental monitoring, including wildfire risk. It is an ecosystem participant offering data and analytics that complement ground-based detection systems like Insight Robotics' offering.
- Planet Labs: Planet Labs operates a large commercial constellation of high-revisit Earth-observation satellites providing daily imagery used for agriculture, forestry, and disaster response. Its imagery and analytics are a complementary data source for forestry and plantation management, and an indirect competitive vector against tower-based detection.
- DroneDeploy: DroneDeploy is a US-based drone mapping and analytics platform for construction, agriculture, and forestry. It serves the same enterprise customers as Insight Robotics' InsightAerial service, with software-focused rather than hardware-and-monitoring business model.
Market position
Strengths1 record
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Insight Robotics social profiles
Digital presenceInsight Robotics compliance and trust
Trust signalCompliance1 record
Insight Robotics financial estimates
Financial estimateRevenue estimate
Valuation estimate
Insight Robotics leadership team
Management profileNumber of profiles
Profiles3 records
Insight Robotics funding detail
Funding detailFunding overview
Funding rounds5 records
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Insight Robotics 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 Insight Robotics
What does Insight Robotics do?
Insight Robotics manufactures and sells the InsightFD wildfire detection robot system, which combines electro-optical and infrared sensors with AI-assisted algorithms to detect wildfires within minutes of ignition across large forest areas. The company also provides aerial survey services using purpose-built RGB and multispectral imaging systems for plantation and forestry management, and has extended its thermal detection technology to the AI-Assisted Body Temperature Screening System (AIBTSS) for public health fever screening.
Is Insight Robotics a public or private company?
Insight Robotics is a private company. It is classified as venture growth investor backed and is currently operating.
When was Insight Robotics founded?
Insight Robotics was founded in 2009. It employs 11 to 50 people.
Where is Insight Robotics based?
Insight Robotics is headquartered in Sha Tin, Hong Kong SAR China, in the Asia region.
How does Insight Robotics make money?
Three revenue lines are on record. Wildfire Detection System Sales and Service is the primary driver. The others are aerial Survey Services and per-Hectare Protection Fees.
Who are Insight Robotics's main competitors?
Direct peers on record are Pano AI, Dryad Networks, OroraTech and ALERTWildfire. SensaSure Tech is listed as an emerging player. Broad incumbents are PrecisionHawk and senseFly (Parrot). Others are LiveEO, Planet Labs and DroneDeploy.
Does Insight Robotics have an API?
Yes. InsightFD 3 includes standard APIs that support third-party weather station, fire danger index software and fire spread prediction system, enabling users to plan, respond, and prepare for wildfire outbreak. The system integrates with the GIS platform Insight Globe for fire coordinates and works with wildfire prediction systems providing them real-time data inputs.
What industry is Insight Robotics in?
Insight Robotics's product category is Wildfire Detection Systems. Its primary akta.pro industry code is AFAMAEAG, Fire Detection & Early Warning (Lookouts, Sensors, Aerial Patrol), with a secondary code of AFAAAGAG, Robot Perception & Sensing for Agriculture (Computer vision, LiDAR, multispectral, sensor fusion). Its NAICS code is 561621 and its SIC code is 3812.