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Newtrax Technology Enabled, IoT AI

How to Calculate ROI for IoT and AI Solutions in Underground Mining

How to Calculate ROI for IoT and AI Solutions in Underground Mining

Newtrax Technology Enabled, IoT AI

What value can a mine expect to receive from the costs associated with IoT and AI solutions? How does a company like Newtrax calculate this ROI prior to adding a thorough analysis of current data streams from the mine?

To help answer this question, we turn to Guy Gosselin, Subject Matter Expert (SME) at Newtrax to help describe his approach to ROI.

“You need to have a really good understanding of the mining process and how it functions underground. It’s important to fully understand the mine planning because everything is related.” says Gosselin.

Any company will see a return on investment all throughout their mine when digitizing their fleet and incorporating safety technology.  Some of the main areas that Newtrax can calculate tangible ROI are through:

1) Improved Processes

2) Improved Safety delivers production

3) Improved Maintenance Practices

Newtrax Technology Enabled, IoT, AI

Improving Processes Deliver large ROI

Gosselin provides a great example of an ROI calculation that was related to production drilling. ‘’We demonstrated that by getting just 10 more minutes of active drilling per shift per drill could increase net revenue by more than 1.2 million dollars a year” reflected Gosselin. These ten minutes can be easily added to each drill site by minimizing the need to access and leave the work site at the beginning and end of each shift, or by optimizing drill patterns which reduce the set up time.

Another example of ROI was calculated on the haulage process. By cutting off 60 seconds per trip for each truck (only 2 trucks were used in this calculation) there is also a potential savings of over 1 million dollars per year. An example of opportunity for cost-saving on-site is where an access loading point was cut at 90 degrees and each truck was taking 20-30 seconds on arrival and departure, wasting 1 minute per cycle per truck. Improving this represents a huge ROI over the span of a year. Many truck drivers may say their load appears full, but if there is an opportunity to improve that load with more weight within the truck’s full capacity, this will continue to add value to the investment.   

Improved Safety delivers production ROI

ROI from Newtrax proximity detection solutions, despite being a bit less obvious, can also be effectively established. The main priority of proximity detection is improving safety for both workers and equipment. This same system designed for improved safety adds production value in its inclusion of a right-of-way prioritization for ore loaded equipment.

By improving the number of loaded trips each truck makes throughout the day, in correlation with its optimized payload of ore, the ROI of Newtrax proximity detection systems can also be established.

Most importantly, by mitigating any downtime and improving safety standards with proximity detection solutions from Newtrax, costs associated with mine operations stoppage can also be lessened, leading to more efficient shifts.

Graph representing the monitoring of the Caterpillar AD45 engine condition
Graph representing the monitoring of the Caterpillar AD45 engine condition

ROI for improved maintenance Practices

IoT and AI solutions provide the most easily quantifiable ROI with countless cases demonstrating clear cost savings with preventative maintenance practices.

Louis-Pierre Campeau, Research Engineer in machine learning presented a case where Newtrax sensors detected a shift in a Caterpillar AD45 truck engine condition allowing us to notify the mine that something was wrong. They found a faulty bearing, probably from manufacturing which is hard to predict and could have gone without notice otherwise. Catching the issue in the engine ended up costing only a few hours of the mechanics time and $5,000 for the bearing instead of what could have represented over $100,000 for the engine as well as a far greater loss in production time.

Every mining operation is different, therefore calculating ROI needs to be determined case by case. Even two mines utilizing the same mining method would have different variables to calculate what their ROI would be.  A competitive strength of Newtrax is having a company filled with personnel from both product engineering and mine engineering, people like Guy who are very familiar with mining operations and know how to study the mine to find opportunities for improvement and relay those to the Newtrax product teams.

Guy Gosselin was able to estimate costs associated with a truck engine fail in the middle of a shift for a specific mine. It turns out that with conservative estimates, depending on where the equipment breaks, it can cost an average of 50 000$ dollars in production loss and as much as 82 000$ in the worst case scenario. A real case study performed by Guy showed a truck experiencing a major failure in the only access road of an underground unloading point. This resulted in all of the other trucks having to go to the surface to unload, which increased wasted time threefold (x3). The mine lost ⅔ of the planned production during the period of time needed to clear the access.  

When wondering what adding IoT and AI services to your mine’s digital roadmap will offer, consider the benefits of being able to track and maintain performance, keeping your mine safe and having the ability to anticipate and handle machine failures. The added value can extend to shift plan optimization and using the collected data for targeted strategies. Contact a Newtrax expert to find out how we can work with you to achieve your goals.  

Sandvik partner with Newtrax

Sandvik and Newtrax partner to provide the most comprehensive digital offerings for the underground metal mining industry

Sandvik and Newtrax partner to provide the most comprehensive digital offerings for the underground metal mining industry

Sandvik partner with Newtrax

Sandvik is proud to announce it has partnered with Newtrax, the global leader in wireless IoT for the underground metal mining industry, to deliver world-class mining safety, efficiency, and productivity to underground metal mines through digitalization.

Sandvik’s OEM-independent OptiMine® digital platform will seamlessly integrate with Newtrax’s system of wireless IoT to provide all relevant data into one source, delivering both real-time and predictive insights to improve operations.

“We are eager to see our partnership with Sandvik OptiMine® help our customers more rapidly and effectively realize their crucial mine digitization objectives. Sandvik shares our core values, and this partnership ultimately will deliver more value to our joint customers faster, and at a lower cost,” said Alexandre Cervinka, CEO of Newtrax.

“Together, I truly believe we truly have the best solution for our customers. With Sandvik OptiMine® software as the ‘brain,’ and the Newtrax IoT system as the ‘nervous system’ monitoring machines, people, and the environment, our customers will have all they need to leverage the power of machine learning, and more effectively realize the value of their digital investments,” said Patrick Murphy, President, Rock Drills & Technologies, Sandvik Mining and Rock Technology.

The integrated system will be deployed at select mines and showcased in the SANDVIK test mine in Tampere, Finland in early 2019. Hindustan Zinc’s Sindesar Khurd (SK) is the first mine to implement integrated Newtrax and OptiMine® solutions to drive their digital transformation.

Tampere, 27 November 2018

For more information contact:

Patrick Murphy, President, Rock Drills and Technologies, Sandvik Mining and Rock Technology, tel: +358406765007, e-mail: patrick.murphy@sandvik.com

or Conny Rask, Corporate Communications Manager, Sandvik Mining and Rock Technology

+46 8 456 1368 conny.rask@sandvik.com

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Sandvik Group

Sandvik is a high-tech and global engineering group offering products and services that enhance customer productivity, profitability and safety. We hold world-leading positions in selected areas – tools and tooling systems for metal cutting; equipment and tools, service and technical solutions for the mining and construction industries; products in advanced stainless steels and special alloys as well as products for industrial heating. In 2017, the Group had approximately 43,000 employees and sales of 91 billion SEK in more than 150 countries within continuing operations.

Sandvik Mining and Rock Technology

Sandvik Mining and Rock Technology is a business area within the Sandvik Group and a global leading supplier of equipment and tools, service and technical solutions for the mining and construction industries. Application areas include rock drilling, rock cutting, crushing and screening, loading and hauling, tunneling, quarrying and breaking and demolition. In 2017, sales were approximately 37 billion SEK with about 15,000 employees in continuing operations.

Newtrax Technologies Inc.

Newtrax Technologies Inc. is the global leader in wireless IoT, safety, and productivity solutions for the global underground hard rock mining industry. Newtrax customers are the largest producers of metals in the world and their underground hard rock mechanized mines rely on Newtrax systems to save lives, reduce costs and increase production with unprecedented levels of real-time data from machines, people and the environment.

[Video] Newtrax Helps Casa Berardi Mine Exceed Production Objectives by 4% in 2018

VIDEO: Newtrax Helps Casa Berardi Mine Exceed Production Objectives by 4% in 2018

Hecla Casa Berardi, an underground gold mine in western Quebec, has engaged Newtrax to integrate its OEM-agnostic mobile equipment telemetry system (MET), delivering some major results through the data.

The gold mine has focused its digital transformation on a few key areas, including autonomous vehicles and mobile equipment telemetry, to better manage machine downtime and operator abuse. Some key improvements to the mine include:

1) Increased operating times

2) Reduced maintenance costs

Increased operating times

Since implementing the Newtrax MET system, the Casa Berardi mine has been able to quantify an increase of an hour per day of operations, meaning as much as 30 minutes per shift.  Prior to their telemetry project with Newtrax which started in 2017, they would have to wait days before addressing intermittent equipment issues.  With real-time equipment diagnostics, the technicians in the control room can connect directly to the computer of the machine and can complete an immediate diagnosis by comparing it to other machines in operation.

Reduced maintenance costs

“One of the types of data we were looking at was transmission abuse, and we started seeing that some operators did not know why they were causing these alarms,” said Sonny Melancon, Control Room Operator at Hecla Casa Berardi, “The operators were trained and the change in practices have resulted in hardly having any transmission abuse at all. There has been a decrease of 50%.” After 9 months the mine is saving 7.8% in maintenance costs per ton of material hauled.

Mobile Equipment Telemetry is just one aspect of what can be a full and complete digital integration. Contact us to find out how we can work with your KPIs to plan your custom integration.

How Newtrax can help your journey with AI in Mining

How Newtrax can help your journey with AI in Mining

Image courtesy of Mining Magazine, "Live and Learn" article by Carly Leonida.

Michel Dubois, Vice President AI for Newtrax has been making waves in Artificial Intelligence for the mining industry.  He will be speaking in Quebec City about real-time data validation through artificial intelligence in underground mines.

When:             Wednedsay, November 21, 2018

Where:            Centre des Congrès room 306-B

Time:               2:50 PM

The Quebec Mines and Energy conference is an exciting platform for industry professionals to come and learn about AI in mining.  It’s an emerging topic, getting a lot of attention as the market is adopting technologies to improve safety and processes for the future of the industry.

The following is an excerpt from Mining Magazine called “Live to Learn” by Carly Leonida, Mining Magazine Editor on why machine learning and predictive analytics are so important to the mining industry. Carly explores algorithms, quality data, where to start and lessons to learn.

“Another company making waves in the machine-learning space is Canada-based Newtrax Technologies. The firm is developing an expertise in data quality for machine learning (specifically for underground mining) to improve predictive maintenance and shift optimisation with techniques for detecting and measuring problems with unstable input variables like sensor failures, data integrity, conflicting data, biased data, sparsity, business conformity, outliers, high cardinality, or out-of-order and out-of-date data.

Michel Dubois, vice president of QA at the company, and his team believe that one of the main lessons that miners could learn from other industries is about the value of collecting quality data for training machine-learning algorithms.

“We have seen many other industries, like the internet companies for example, where data collection started much earlier, build enormous value out of the information collected through time. By starting data collection now, miners are building up value for tomorrow,” he says.

Newtrax’s solutions collect data across customers’ underground operations using an IoT-enabled sensor network to create what it calls “an underground mining nervous system“. This includes measuring KPIs in real time for drills, trucks, bolters and LHDs with coverage all the way to the face and without the need for operator input. This passive method of data collection enables the identification of productivity bottlenecks and early warnings for safety, health and environmental hazards. The power of machine learning lies in connecting real-time data from vehicles, personnel and the underground environment. Customers host their data in a Newtrax server on their premises before passing it to Newtrax for processing.

Dubois, who is currently studying data quality for machine learning as part of his PhD in engineering, explains: “Scalability and precision [in machine learning] depend mostly on computing power and quality of data since a large number of algorithms are shared publicly. Also, it is common to hear in the machine-learning industry that 75% of the effort involved in a project is spent on data gathering, cleaning and transformation (the remainder effort is spent on algorithms and infrastructure). That is why Newtrax has decided to specialise in data quality for machine learning.”

Since March 2017, Newtrax has been working with the Institute for Data Valorisation (IVADO), Canada’s largest researcher consortium in data science, artificial intelligence and operations research. Their combined focus is on machine-learning pilot projects for underground mines using open-source algorithms.

Louis-Pierre Campeau, research engineer at Newtrax, explains: “Newtrax has constant interactions with IVADO. For example, one project that we are currently working on with Professor Samuel Bassetto is about the visualisation of complex data to help understand trends and logics in apparently random data.

“An example of an application of this is in predictive maintenance where, given the input of a hundred sensors, we are trying to find out signs of defects in different mechanical parts. This kind of project helps us figure out which sensor combinations are more indicative of the different possible failures, so that machine-learning algorithms can predict more types of vehicle failures.”

Another key area of research for Newtrax lies in harnessing the benefits of machine learning for short- to long-term planning at underground operations.

Campeau is leading the project. “The mathematical model for underground mining that I have developed during my PhD studies provides the tools for optimisation of mine planning given fixed inputs,” he explains. “The combination of machine-learning techniques with such a model will allow for a greater precision and reliability in these fixed assumptions.”

“For example, say that a round has to be drilled in the next shift in a given ramp. A fixed assumption could be to plan for the drilling activity to last the average drilling time of 3.5 hours. Machine-learning techniques on the other hand could use information like the level of experience of the miner drilling the round or the rock conditions in the area to predict that the drilling will actually last closer to five hours. In turn, this prediction could be used to optimise the whole planning accordingly.”

To read the rest of the article click here. Be sure to sign up to Mining Magazine for the relevant news for the mining industry!

Newtrax Partners with Sandvik

Newtrax and Sandvik Drive Digitalization of a Hindustan Zinc Mine

Newtrax and Sandvik Drive Digitalization of a Hindustan Zinc Mine

Newtrax Partners with Sandvik

Sandvik and Newtrax have received a strategic order to implement a major digital transformation at Hindustan Zinc’s Sindesar Khurd (SK) mine in India. It will be one of the most comprehensive digital offerings globally in the mining industry, enabling an integrated mine management solution for the entire mobile underground fleet.

For this project, Sandvik is partnering with Newtrax which will deliver personnel tracking with cap lamps, tracking and telemetry data for the entire mobile underground fleet, including non-Sandvik equipment, numbering more than 150 drills, loaders, trucks and other equipment. The Newtrax offering will be seamlessly integrated with the Sandvik OptiMine® digital platform, with IBM Watson-IoT, creating an integrated mine management solution at the SK mine.

“Sandvik OptiMine® modules can be combined as needed to build up the required functionality and to optimize mining operations. With open interfaces, the solution can also be integrated to other mine IT systems. This interoperability is crucial in enabling our customers to leverage the full value of digitalization”, says Patrick Murphy, President Product Area Rock Drills and Technologies at Sandvik Mining and Rock Technology.

Hindustan Zinc is one of the world’s largest integrated producers of zinc and among leading global lead and silver producers.

 

Read the full Press Release here: https://www.rocktechnology.sandvik/en/news-and-media/news-archive/2018/11/sandvik-and-vedanta-partner-to-drive-full-digitalization-at-hindustan-zincs-sk-mine/

Newtrax Deloitte Fast 500 2018

Newtrax Ranked Among Fastest Growing Companies in North America on Deloitte’s 2018 Technology Fast 500™

Newtrax Ranked Among Fastest Growing Companies in North America on Deloitte’s 2018 Technology Fast 500™

Newtrax Deloitte Fast 500

Montreal, Québec, November 15, 2018— Newtrax today announced it ranked 166 on Deloitte’s Technology Fast 500™, a ranking of the 500 fastest growing technology, media, telecommunications, life sciences and energy tech companies in North America. Newtrax grew 600% percent during this period.

Newtrax’s chief executive officer, Alexandre Cervinka credits the quality of the people in the Newtrax team and their passion for closing the digital divide between surface and underground operations with the company’s 600% revenue growth. He said, “The underground mining industry will be experiencing a seismic shift in the next few years, with the adoption of the Internet of Things and Artificial Intelligence to optimize their processes. It’s exciting to be part of this revolution. ”

“Congratulations to the Deloitte 2018 Technology Fast 500 winners on this impressive achievement,” said Sandra Shirai, vice chairman, Deloitte LLP, and U.S. technology, media and telecommunications leader. “These companies are innovators who have converted their disruptive ideas into products, services and experiences that can captivate new customers and drive remarkable growth.”

“Software, which accounts for nearly two of every three companies on the list, continues to produce some of the most exciting technologies of the 21st century, including innovations in artificial intelligence, predictive analytics and robotics,” said Mohana Dissanayake, partner, Deloitte & Touche LLP, and Industry Leader for technology, media and telecommunications, within Deloitte’s audit and assurance practice. “This year’s ranking demonstrates what is likely a national phenomenon, where many companies from all parts of America are transforming the way we do business by combining breakthrough research and development, entrepreneurship and rapid growth.”

Overall, 2018 Technology Fast 500™ companies achieved revenue growth ranging from 143 percent to 77,260 percent from 2014 to 2017, with median growth of 412 percent.

About Deloitte’s 2018 Technology Fast 500™

Deloitte’s Technology Fast 500 provides a ranking of the fastest growing technology, media, telecommunications, life sciences and energy tech companies — both public and private — in North America. Technology Fast 500 award winners are selected based on percentage fiscal year revenue growth from 2014 to 2017.

In order to be eligible for Technology Fast 500 recognition, companies must own proprietary intellectual property or technology that is sold to customers in products that contribute to a majority of the company’s operating revenues. Companies must have base-year operating revenues of at least $50,000 USD, and current-year operating revenues of at least $5 million USD. Additionally, companies must be in business for a minimum of four years and be headquartered within North America.

About Deloitte

Deloitte refers to one or more of Deloitte Touche Tohmatsu Limited, a UK private company limited by guarantee (“DTTL”), its network of member firms, and their related entities. DTTL and each of its member firms are legally separate and independent entities. DTTL (also referred to as “Deloitte Global”) does not provide services to clients. In the United States, Deloitte refers to one or more of the US member firms of DTTL, their related entities that operate using the “Deloitte” name in the United States and their respective affiliates. Certain services may not be available to attest clients under the rules and regulations of public accounting. Please see www.deloitte.com/about to learn more about our global network of member firms.

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EMESRT Level 9 - Intervention Controls for Collision Avoidance

EMESRT Level 9 – Intervention Controls for Collision Avoidance

EMESRT Level 9 - Intervention Controls for Collision Avoidance

EMESRT Level 9 - Intervention Controls for Collision Avoidance

In February 2015, the government of South Africa made unprecedented news when it amended the Mine Health and Safety Act, placing regulations related to mine machinery and equipment.

From 2004‐2009, 35% of fatalities at mine sites were due to vehicle interaction incidents and 53% of these involved pedestrians. In response to this data, South Africa’s amendment to their policies required employers to take reasonable and practicable measures ensuring pedestrians are prevented from injury from collisions with trackless mobile machines.

Despite South Africa’s response to the need for safer mines, the discussion to improve safety in mines began nearly a decade earlier between mine operators and original equipment manufacturers (OEMs). Mining companies recognized that OEMs can and have demonstrated improvements in equipment designs, especially when they have understood the operational and maintenance risks from the customer perspective. In 2005, this issue evolved into a formal global mining initiative, driven by a desire to fill the knowledge gap between customers and equipment designers whilst focusing on new designs where the opportunity for major change was not only possible but also more economic.

At that point, the Earth Moving Equipment Safety Round Table (EMESRT) was created. This initiative has led to productive dialogue and best practices based on the needs of both mining organizations and OEMs. Members include many of the world’s top mining companies, including Barrick, Glencore, Anglo American, and Rio Tinto.

And now Newtrax, the leading provider of IoT safety and proximity detection solutions for hard rock underground mining operations, is happy to continue collaborative dialogue and protocols as a key stakeholder of EMESRT.

EMERST L9 vehicle collision avoidance

EMESRT Vehicle Interaction Protocol Development

One of the projects EMESRT has been charged with is developing an open-architecture industry communications standard for proximity detection and vehicle interaction. In a 2015 workshop, the group of OEMs, proximity detection suppliers (PDS) and mining companies discussed a common protocol for communications between PDS and OEM devices in the mining industry.

Since its formation, EMESRT has established nine levels of Incident Preventative Controls.

  1. Site Requirements
  2. Segregation Controls
  3. Operating Procedures
  4. Authority to Operate
  5. Fitness to Operate
  6. Operating Compliance
  7. Operator Awareness
  8. Advisory Controls
  9. Intervention Controls

The ninth level (L9) of PDS solutions is the performance requirement best suited for Newtrax involvement in the group. L9 will help establish technologies that automatically intervene and take some form of machine control to prevent or mitigate an unsafe interaction.

According to a 2015 report from EMESRT, there are some levels of solutions for electric underground vehicles. Underground diesel machines have continued to lack interoperability. In fact, the development of proximity detection systems linked to the machine’s interface has been unique for each machine. This leaves a number of different challenges for operating mines. On any mine, there will never be only one brand/type of equipment. Hence the interoperability of the multiple relationships between the levels of sensing and intelligence/rules and the different vehicles is essential to achieve an overall mine site solution for the industry.

Raymond Jepson, Industrial Design, Newtrax

Making Underground Mining Safer through Industrial Design

Making Underground Mining Safer through Industrial Design

Raymond Jepson, Industrial Design, Newtrax

“I predict that we will be releasing products that set a new standard for the mining industry,” says Raymond Jepson, an Industrial Designer in R&D at Newtrax when asked about the current and future projects at Newtrax.

In the world of hardware and software for the underground mining industry, usability, reparability, and ruggedness are top concerns for our partners.  We sat down with Raymond and asked him about what he does and how he addresses these concerns.

“I always wanted to work in technology.  I got my degree from a University on the west coast of the USA with a heavy influence from the tech sector but ended up working in traditional consumer products until now,” said Raymond. “I design new enclosures for our new hardware and troubleshoot design and production problems in our current products.  Designing new hardware involves helping define the mechanical requirements of the enclosure, drawing and prototyping concepts, building the product in CAD, finding suppliers and inspecting pre-production samples.”

“How can I make this safer, more pleasant, easier to use, or more reliable.”

The user experience is what first comes to mind when asked what he’s the most passionate about. “The user experience is always my top priority, and it’s even more important in Newtrax products.  Every day I ask myself, “How can I make this safer, more pleasant, easier to use, or more reliable.”  Because of the difficulty of mining, even the small improvements represent a huge gain for our end users.” he said.

Working toward the best user experience for Raymond means addressing some of the biggest challenges our clients face.

  • The need for ruggedness
  • Reparability
  • Usability

These technical challenges inspire Jepson.  “We want our products to be the lightest, most rugged, easiest to repair and best to use.  That means having to be fanatic about every detail.” When asked how we achieve these goals, we learned that the key is the perfect combination of the right conditions. “We invest in bringing the best products to market, from product management to human resources and the product themselves.”

Digitally transform your operation today!

Speak to a Newtrax expert about how you can monitor your data in real time, improving Safety at your mine, Productivity, and reducing your Maintenance costs.

Raymond Jepson, Industrial Designer Newtrax

When we asked Raymond why having good industrial design was so crucial to the industry and miner safety, he had this to say: “Ease of use is critical when it comes to personal safety devices like cap lamps:  with so much happening in a mine where full attention is required to work, the last thing we want is for a miner to be distracted by using their cap lamp.”

Not only do the products need good design to function with ease, but Raymond also elaborated on why the choice of material is just as important. “Few environments contain more unpredictable materials than a mine:  hydraulic oil, fuel, shotcrete, explosives, cleaner and other solvents are piled up everywhere.  Any of these can cause materials to degrade, therefore we need to carefully consider where our products will be used.”

Each role is crucial to the success of a product and how it will perform in its environment.  It was easy to see that Raymond is passionate about the challenges of the underground mining industry and plays a big role in its continuous improvement.

Michael Place, Unit Manager of Granny Smith Gold Fields Mine using Newtrax Technology

Newtrax is Attending & Exhibiting at IMARC 2018

Newtrax is Attending & Exhibiting at IMARC 2018 Booth B90

Michael Place, Unit Manager of Granny Smith Gold Fields Mine using Newtrax Technology

Newtrax will be attending the International Mining and Resources Conference (IMARC) in Melbourne, Australia from October 29 to November 1st, 2018.  This is our second year attending the show, and we are very proud to be a sponsor.

Be sure to register to listen to Michael Place, Unit Manager for projects at Granny Smith Gold Fields Mine speak about his experience integrating Newtrax technology at 13:55 on Wednesday, October 31st in the Technology Theatre.

Watch the video to see what it’s all about!

Stop by Booth B90 to see what Newtrax can do for you!

Let’s meet to discuss how we can partner with your mine to achieve your KPI’s.  Click the link below to have a Newtrax representative schedule your IMARC meeting today!

VIDEO: Using Artificial Intelligence to Deliver Customer Value in Under 3 Months

VIDEO: Using Artificial Intelligence to Deliver Customer Value in Under 3 Months

ROI

Michel Dubois, Vice President QA & Artificial Intelligence spoke at Mines and Technologies last week in Toronto about how Newtrax utilizes real-time data for AI.

Michel started his career in 1996 specialized as a Mathematician in Artificial intelligence.  He is involved in the A.I. community through conferences, articles, social media and universities.

“We collect data from three different sources: Mixed Fleet Vehicles, Personnel, and Environment providing contextualized data taken every second,” says Michel.  “We clean the data, we validate it, we transform it and we visualize it”

Watch the conference video to find out more about how Newtrax utilizes this very rich data in a unique way by its expert team to deliver customer value in less than 3 months.

Immediate Value: Delivering Concept of ROI in only 4 days!

To Have Exclusive Access to The Full Presentation about How We Deliver Value