Jungle AI

Book a demoNEWJungle optimises North Star vessels!->The AI solutions taking machine performance to the next level Gain unparalleled insights into your assets' real-time performance. Increase your production, prevent downtime and losses, and enjoy peace of mind through operational simplicity with Jungle’s solutions.Get startedTrusted by teams around the globe Results that speak volumesAt Jungle, we increase production across our entire customer portfolio. Read about how we help produce more from existing operations and prevent unplanned downtime.Increase productionImproving wind farm performanceWind farms face grid constraints, which affect power generation. Read this case study to learn how Jungle empowered a customer - Repsol - to identify and quantify potential generation losses incurred from grid curtailment.Read case studyReduce downtimeAvoiding turbine downtimeIn this case study, learn how Jungle's AI solution helped our customer detect and track abnormal overheating in generator bearings, proactively addressing it during a planned maintenance window, ultimately preventing costly downtime.Read case studyComplexity made simpleJungle’s AI solutions learn from your machine’s normal behaviour and historical data, identifying underperformance and detecting machine failures ahead of time.Learn more Why choose CanopyCanopy helps you prioritise the issues that prevent your operations from running optimally. If your machines are speaking to you through their thousands of sensors, we can help you hear them.Remote deployment, no hardware requiredSay goodbye to complex and lengthy setups. We leverage your existing data sources. No need for any site visits or installation of new sensors, we are typically up and running within 2-3 weeks.Thoroughlybattle-testedExperience the simplicity of unsupervised learning. No special datasets or manual labelling are required. Canopy has been battle-tested on the world's most challenging datasets and effortlessly learns unique behaviours from available data, adapting to any environment without added complexities.Reliable alarms within dynamic contextToo many false positives? Shift from traditional threshold-based alarms and focus on relevant signals only. Canopy’s context-sensitive alarms consider actual operating conditions in real-time and allow you to prioritise critical issues, directly impacting your bottom-line revenue.For sensor-equipped machines everywhereOur solutions have been designed to meet the specific needs of your industry, ensuring that you’re getting the most out of your machinery.WindLearn moreTackle underperformance and avoid downtime to get your production up to the skySolarLearn moreEnsure top-tier performance by addressing underperformance challenges head-onMaritimeLearn moreReduce vessel maintenance cost and avoid lost revenue when your ships are out of operationWhy our customers 
love Jungle“Following a highly successful experimentation phase within TotalEnergies On, Jungle with Canopy continues to drive positive impact by fostering meaningful dialogue for both local and business teams and turning insights into value across solar and wind farms. We are pleased that Jungle continues to be an active partner in our digital strategy for renewables.”Benoit FournierDigital Business Leader for Renewables, TotalEnergies“Canopy revolutionised our approach to wind farm management, propelling us ahead of potential issues and guaranteeing seamless operations. Its proactive capabilities have proven instrumental in preventing major failures, making Canopy an indispensable ally in our pursuit of operational excellence.”Mamoso MayCEO, Dorper Wind Farm“Jungle has been a perfect partner, understanding and helping us improve the way we manage our assets right from the start. This ongoing collaboration reflects Jungle's commitment to understanding and addressing the complex challenges in our industry, consistently delivering innovative solutions that align with our operational goals."João MirandaWind Department Manager, Generg“Jungle’s innovative approach to predictive maintenance and performance monitoring alongside its expertise in renewable energy, made it the right choice to partner with. With Canopy’s advanced analytics tools, we can transform our turbine data into actionable insights, enabling deeper analysis and greater clarity which empowers us to make more confident decisions."John McGillivrayDirector, AfriCoastOctober 17, 2023Case: Canopy detection prevents gearbox failureThe gearbox is a complex component that is hard to monitor using conventional methods. Learn how Canopy enabled a wind customer to identify a failing component in time and promptly replace it, preventing production loss.Read case studyBringing your machines back to their star performanceStart todaySolutionsCanopyToucanIndustriesWindSolarMaritimeCompanyBlogCase studiesWho we areCareersContact ushello@jungle.aisales@jungle.aiStay in touch© 2026 All rights reservedPrivacy Policy Control your privacy AdOpt Our website uses cookies to improve navigation. Developed by AdOpt My options Reject Accept --- Book a demoBook a demoWe’d love to give you a tourIt’s time we learn how we can help you optimise your operations and make the most out of your machines. Schedule your live demo with our team now.Fill in the form with your contact information and one of our experts will get in touch:I've read and agree to the Privacy Policy.Thank you. We'll get in touch shortly!Oops! Something went wrong while submitting the form.In the meantimeUnlocking prescriptive maintenance with AI-based DetectionsPrescriptive maintenance solutions are essencial for optimising renewable energy assets, but building such robust features comes with its challenges. Read blog postSolving predictive maintenance challenges with Time-Machine AI modelsToday we will go on a journey to discover some of the key advantages our Time-Machine AI models bring to predictive maintenance pipelines. Read blog postUnlocking scalable predictive analytics with next-gen AI modelsThe need for AI-based predictive solutions for electromechanical assets is on the rise. However, building large scale AI-dependent online systems is by no means an easy feat. Read blog postWe develop the solutions  to tackle your data junglesSolutionsCanopyToucanIndustriesWindSolarMaritimeCompanyBlogCase studiesWho we areCareersContact ushello@jungle.aisales@jungle.aiStay in touch© 2026 All rights reservedPrivacy Policy Control your privacy AdOpt Our website uses cookies to improve navigation. Developed by AdOpt My options Reject Accept --- Book a demoCanopyAI-powered insights that make your machines thriveIncrease the uptime and performance of your machines, with Canopy’s unique solutions for predictive maintenance and performance optimisation.Get startedCanopy brings ‍value to your organisationOur state-of-the-art deep learning models reveal the full potential of your assets under any condition. As you fine-tune performance, identify anomalies, and prioritise actions that drive revenue, Canopy emerges as the guiding light in your data jungle.Predictive insights for uninterrupted productionBid farewell to unexpected downtime and costly breakdowns. Canopy learns your machines’ heartbeat, detecting issues before they impact operations. Monitor your entire asset portfolio with precision, ensuring uninterrupted production.Maintenance at exactly the right timeLet go of standardised maintenance interventions. Canopy tells you when a component needs replacement, and equally important, when it’s safe to continue operations. Make your complex operations simpler with insights that drive action and results.Supercharge youroperationsUnleash the full potential of your machines and boost profitability with Canopy. Our advanced models scrutinise every aspect of performance, allocating losses into clear categories that help prioritise revenue-driving actions. Nothing goes unnoticed when Canopy has your back.‍A powerful AI trained on your dataCanopy, Jungle’s AI solution, leverages massive streams of historical data from existing sensors to understand the normal behaviour of your machines. By comparing the normality projections with actual behaviour, you get a clear picture of your machine’s current performance and future health.Get startedRemove uncertainty out of your operations#01Detect and avoidDetect anything that impacts your machines' health or performance with Canopy’s cutting-edge AI models. Battle-tested on the world's most challenging datasets, Canopy integrates domain expertise and the latest industry insights into machine-specific rules, providing early warnings about developing issues, either common or machine-specific.#02Context-sensitive alarmsStop relying on setpoint alarms. Canopy's alarms are dynamic and contextual, only informing you when the condition of your machines deviates from what is expected under specific operational and ambient conditions.#03Classify and quantify underperformanceEfficiently monitor a variety of assets and assess the factors influencing their performance. Canopy pinpoints root causes of underperformance, minimising losses and increasing your gross margin. Identify your best and worst performing machines and intervene to ensure optimal performance.#04Investigations to the sensor levelHarness the power of timeseries and seamlessly identify patterns, trends, and anomalies in your data. Plot multiple sensors from different assets, or different sensors from a single machine, and compare them with Jungle’s models and detections, to make informed decisions and ensure the optimal performance of your equipment.#05Data visualisations beyond your imaginationGain insights through Canopy's parallel coordinates for a comprehensive view of multiple variables, facilitating data analysis in all kinds of scenarios. Use performance curves to visualise, understand, and compare the dynamics of your assets’ performance. Filter and zoom based on temporal, operational, and SCADA options and view your data in the way you need it.#06Track developing issues with the right peopleEffortlessly stay on top of developing issues by tracking them in real-time. With Canopy, you can manage and delve into specific cases, monitor their status, engage with colleagues, and seamlessly communicate on top of your data. Add comments and questions right where you and your team can see it, ensuring collaboration and efficient issue resolution.#01Detect and avoidIntegrating cutting-edge AI models and domain expertise, Canopy detects anything that impacts your machines health or performance. Developed with customers, we integrate the latest industry insights into machine-specific rules, providing early warnings in case common, but also specific failures are developing in your machines.#02Context-sensitive alarmsStop relying on setpoint alarms. Canopy's alarms are dynamic and contextual, only informing you when the condition of your machines deviates from what is expected under specific operational and ambient conditions.#03Classifying and quantifying underperformanceCanopy is designed to aid in the optimisation of asset performance while minimising losses. It enables you to efficiently monitor a variety of assets and pinpoint the root causes of underperformance. ‍By categorising types of underperformance and quantifying the cost, your data tells you how to increase your gross margin. Filter to identify best and worst performing machines,#04Investigations to the sensor levelWith Canopy, you can easily go from a production line level overview to a component and individual sensor level to get more context. Explore developing issues to the sensor level. Advanced visualisations and tools show the machine state in different ways, empowering you to find out exactly whatcan is abnormal in your machines.#05Data visualisations beyond your imaginationGain insights through parallel coordinates for a comprehensive view of multiple variables, facilitating data analysis. Utilise performance curves to visualise and understand the dynamics of asset performance over time. Enhancing your ability to make informed decisions and optimise operational efficiency.#06Track developing issues with the right peopleWith Canopy, effortlessly stay on top of developing issues by tracking them in real-time. Manage and delve into specific cases, enabling in-depth examination and precise resolution of issues. Monitor the status of each case, engage in direct discussions with colleagues, and seamlessly communicate on top of your data. Add comments, questions, or insights right where you and your teams can see it, enhancing collaboration and ensuring efficient issue resolution. Our solutions have been designed to meet the specific needs of your industry, ensuring that you’re getting the most out of your machinery.Designed to help teams across industriesWindLearn moreTackle underperformance and avoid downtime to get your production up to the skySolarLearn moreEnsure top-tier performance by addressing underperformance challenges head-onMaritimeLearn moreSpot faults early on and save on maintenance costs by making the most out of each interventionFrequently asked questionsDo we need to install specific sensors to get meaningful insights?No, Canopy doesn't require special datasets or labeled input data. It leverages raw data from your existing sensors, eliminating the need for new sensor installations.How long does it take to get started?Typically, Canopy is up and running within two to three weeks, ensuring a swift and efficient deployment process and delivering value from day one.How much data do you require?Our models use historical sensor data to learn normal behaviour. In most cases, one year of historical data is enough to make very accurate predictions on the health and performance of your machines.Do you provide Canopy integrations?Yes! More and more customers have voiced the request to interact with our normality models and detections via API. Get in touch with our team if this is also of interest to your organisation.Can you work with any type of machine?Yes! Canopy's machine agnostic architecture allows it to work with a variety of machines. Our models learn unsupervised, which enables them to harness raw SCADA data, ensuring compatibility with different machine types and operational environments. Learn moreApril 11, 2024Unlocking prescriptive maintenance with AI-based DetectionsPrescriptive maintenance solutions are essencial for optimising renewable energy assets, but building such robust features comes with its challenges. Read blogMarch 25, 2022Solving predictive maintenance challenges with Time-Machine AI modelsToday we will go on a journey to discover some of the key advantages our Time-Machine AI models bring to predictive maintenance pipelines. Read blogMarch 8, 2022Unlocking scalable predictive analytics with next-gen AI modelsThe need for AI-based predictive solutions for electromechanical assets is on the rise. However, building large scale AI-dependent online systems is by no means an easy feat. Read blogPredicting when and why electrical assets failStart todaySolutionsCanopyToucanIndustriesWindSolarMaritimeCompanyBlogCase studiesWho we areCareersContact ushello@jungle.aisales@jungle.aiStay in touch© 2026 All rights reservedPrivacy Policy Control your privacy AdOpt Our website uses cookies to improve navigation. Developed by AdOpt My options Reject Accept --- Book a demoToucanAccurate power forecasting at scaleAccuracy meets automation. Get the best of both worlds and optimise the profitability of your renewable assets.Get startedAccuracy meets automationJungle’s forecasting model reduces the cost of variability of the power output of your wind and solar farms, producing highly accurate and reliable power forecasts based on asset telemetry and numerical weather forecasts.AccuracyOur state-of-the-art AI models leverage SCADA data on top of various numerical weather models to deliver accurate probabilistic power forecasts for your renewable energy assets.SCADA dataJungle’s tailored models are trained with contextual operational data directly from your farms.Numerical weather forecastsSeveral weather forecasts are ensemble to ensure that the best power forecasts are obtainable.AI modelsWe developed next-gen deep learning AI models that can leverage and learn from very large quantities of data.AutomationAutomation is required to provide maximum flexibility for our users, whilst offering our services at competitive cost levels. Our personalised models and predictions are made available through a programmatic interface (API), generated by Jungle for each of your wind and solar farms.Precise power predictionsExperience the transformative potential of Toucan's state-of-the-art deep learning models, guiding your success in open energy markets. Jungle’s AI models uncover intricate patterns in your data in order to generate reliable forecasts, allowing you to benefit from reduced imbalance costs.Get started "Working with Jungle allowed us to validate and obtain a more robust power forecasting estimation for a challenging wind project in the Indian Ocean that EDF Renouvelables is working on."Noé Le GuerrannicChef de projet ingénierie, EDF RenouvelablesPower forecasts delivered how, where and when you need themFully adaptable modelling strategy, learning and relearning behaviour at any time, for any farm around the world, at your request.Get startedHigher precision at competitive levelsCost-effective, reliable and accurate power forecasting models for individual renewables assets, which reduces the imbalance costs, saves penalties and improves the profitability of your farms.BacktestingUsing our API to request historical forecasts, you can easily backtest the performance of the model and the tailored behaviour for your farm.Forecasting windows & resolutionsRequest different forecasting windows and resolutions, which can go from intraday to several days ahead and resolutions that can go down to minutes.Probabilistic PredictionsOur probabilistic predictions allow you to have deeper insights and greater flexibility when bidding. Query different quantiles to adjust for custom penalisation schemes or curtailment implications.How to get started01Your farm's details and dataStart by providing us with your asset’s details (name, size and location) and SCADA data, and define the forecasting requirements.02AI models and API setupBehind the scenes, we run our tailored AI models and set up your API. After that, you receive an API key with the proper access credentials and parameters.‍03Accurate forecasts in a heartbeatAll you have to do now is query the forecasting window and resolution, and get your power forecasts in a matter of seconds.Frequently asked questionsWhat are your AI models doing, how are weights defined, etc? We use state-of-the-art deep learning strategies. In the context of power forecasting, this allows the discovery of complex patterns in the data that are often missed by domain experts and simpler models, leading to more accurate forecasts.What kind of weather models do you use?We ensemble several weather forecasts from multiple forecaster locations around the farm to ensure that our models have enough context of the weather around the entire project.What information do you need to get started? Before getting started, we need some information about the project, most importantly the location of the farms. Next we need to understand your requirements on forecasting frequency, intervals, horizon and if you require quantile predictions. Reach out if you would like to receive the complete requirements list.How much historical SCADA data is required for your forecasts?We use SCADA data to tailor our models. For precise power forecasts, the most important signal is the production values. As seasonality plays a big role in forecasting energy production, our models perform better when they can learn from multiple seasons. Two years of data is ideal, but don’t hesitate to get in touch in any case.What’s the advantage of using your API solution?Our API allows you to integrate our forecasts in your existing processes. It’s easy to configure and once everything runs, you don’t have to worry about fetching forecasts. Do you offer free trials?Yes, we do! Get in touch with our sales team to discuss how and when to get started. Learn moreSeptember 26, 2024Jungle expands power forecasting service to TotalEnergies' solar farms in PortugalJungle is expanding power forecasting service Toucan to our customer TotalEnergies' Portuguese solar farms.Read blogMay 2, 2024Toucan API: unleash your power potential with our new forecasting toolAfter introducing our latest AI-based solution for power forecasting, we will now showcase our service for delivering the forecasts, Toucan API.Read blogMarch 7, 2024The future of power forecasting: how AI will help you staying aheadPower forecasting represents one of Jungle’s solutions that accelerate our mission to develop the world’s most effective tools to resolve underperformance.Read blogNext-level understanding of your future productionStart todaySolutionsCanopyToucanIndustriesWindSolarMaritimeCompanyBlogCase studiesWho we areCareersContact ushello@jungle.aisales@jungle.aiStay in touch© 2026 All rights reservedPrivacy Policy Control your privacy AdOpt Our website uses cookies to improve navigation. 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