Very pleased that our patent application was judged as unique and novel and has now successfully moved forward to the next stage in getting approved for all ASEAN countries. Vulcan has been working over the last 4 years developing and refining a novel AI approach for FFB quality analysis that has been tested in various conditions and has now successfully been running for more than a year at multiple mills and plantations, and is now commercially available for Oil Palm companies. More information will be shared about client names and testimonials in coming weeks. Stay tuned! Please reach out at sales.vulcan-ai.com if you would like to acquire this technology for your Oil Palm company, or drop a comment below.
Vulcan AI Agritech Pte Ltd
Space Research and Technology
SpaceTech and AgTech AI solutions for improving Yield, sustainably.
About us
A Singapore-based AI company focused on building AgTech solutions utilizing Edge AI, Vision AI and remote sensing technology to help improve yield, sustainably. AI has already been trained and calibrated on millions of ground-validated tree level data points, thus allowing a quick-start for our clients without having to go through extensive data collection and training exercise. Vulcan’s Space Tech AI algorithms enhance and enrich satellite images with Agri specific actionable intelligence for growers to manage Health and Nutrient issues to improve Yield, sustainably. 30 Million trees analyzed till date! Singapore, Malaysia, Indonesia, Africa Ceres AI enables remote monitoring and optimization of tree health and yield to generate 100x business returns for growers. Offered as a Cloud Software-as-a-Service with subscription starting from $2 per hectare. Typical ROI of 100x. Applicable for Permanent Crops such as Oil Palm, Forestry that cover 160 million hectares around the world presenting an addressable market size of USD 800 million in annual recurring revenues.
- Website
-
https://www.vulcan-ai.com
External link for Vulcan AI Agritech Pte Ltd
- Industry
- Space Research and Technology
- Company size
- 11-50 employees
- Type
- Privately Held
- Founded
- 2019
Employees at Vulcan AI Agritech Pte Ltd
Updates
-
AI driving a fundamental shift in the Oil Palm industry for more responsible sourcing and sustainability. Kudos to the Vulcan and Astra team ! https://lnkd.in/gAT4cyqc
While a lot of R&D has been done in Vision AI based fruit grading, it has been difficult to operationalize solutions without access to internet or big computing resources. Very excited to share that our patented MillGrader AI system has achieved more than 95% accuracy for FFB grading in an operational setting. Our BIG cloud inference model was successfully optimized for the off-line environment, and now runs at the mill without needing any connectivity, which is often a constraint in remote areas where mills are located. We had been selected by PT. Astra Agro Lestari, Tbk to implement the solution at one of their Oil Palm Mills in Indonesia. Over the last 3 months the Vulcan AI and Astra team have worked hand in hand to operationalize AI into the day-to-day mill process. It was a pleasure working with the Astra team on this project and we look forward to the positive impact this project will have on their operations, and eventually on the oil palm sector. With this system now PT. Astra Agro Lestari, Tbk can get a more accurate view of the quality of the fruits being purchased from 3rd party suppliers and manage payments accordingly. With a more real time and accurate view of the fruit profile mill operations can be managed better to improve the Oil Yield (Oil Extraction Rate – OER), thus helping achieve sustainability goals as well. Thank you, Guruh M., Hania Maghfira, satya pandu pradana and rest of Astra team, for your support and look forward to continued collaboration. #AI #oilpalm #Astra #vulcan
-
Congrats to the Vulcan team! https://lnkd.in/gH_H_caM
Very excited to share that our AI-based fruit counting and grading system has been selected by Olam Palm & Rubber Gabon to improve fruit quality assessment in their plantations in Gabon, Africa. This joint project aims to achieve better consistency and accuracy in the assessment of fruit quality. We are thrilled to work with the innovative Olam Gabon team on this endeavour. The AI system will process 100 million Fresh Fruit Bunches annually, all in an offline environment without internet! We are proud to be a part of this milestone in the oil palm industry and look forward to the positive impact this project will have on the sector. Thank you, Naveen Srivastava, for your support as we work towards achieving this goal. #AI #oilpalm #olam #olampalmgabon #vulcan
-
🚀 Empowering Vision AI with Generative AI: Quantum Leap in Precision 🚀 At Vulcan AI, accuracy is not just a measure; it's our signature. Elevating accuracy from 90 % to over 95% isn't merely an improvement; it can have revolutionary impact to our clients. Challenge: Achieving high accuracy is typically a function of comprehensive training data, particularly for rare classes, which poses a daunting challenge. Traditional methods demand extensive manual effort, as annotators sift through thousands of images, a process fraught with potential for human error. Our goal was to build an AI-driven approach that leverages a handful of known cases to generate thousands of high-fidelity training samples, thus enhancing model accuracy without compromise. ✨ Solution: We developed a contrastive GAN model that begins with approximately 50 samples of dirty fruit bunches. This model learns to transform images of normal fruit bunches into representations of dirty ones. Through meticulous fine-tuning of the dataset, hyper-parameters, and architectural experiments, we succeeded in generating high-quality, AI-produced samples. This approach not only preserved the intricate details of the fruit but also significantly enhanced the AI based detection of the dirty fruit category with unmatched fidelity. 📈 Outcome: We were able to get our model's precision to over 95% in identifying these challenging categories. While our final model relies on conventional CNN-based classification that runs on the edge, the incorporation of GANs has significantly accelerated our path to higher accuracy. 🌟 Insight: Strategic application of Generative AI can dramatically expedite the modeling process, achieving unparalleled precision and efficiency!
-
-
We are #hiring https://lnkd.in/ga3xzCdS
Vulcan is #hiring. Know anyone who might be interested?