Thanks, Andrew. For the remainder of today's call I'll now provide updates within our key areas of focus. As a reminder, our 2022 operating strategy is focused on the following: one, improve our technical and operational delivery; two, add more recurring revenue through our services, maintenance and artificial intelligence offerings through continued expansion of our artificial intelligence catalog; continue our -- three, continue our primary commercial focus in the rail sector by adding more value to existing customers, adding new customers in the Class 1s, passenger rail and we'll discuss the car owners themselves later in the brief. And lastly, focus on retaining top talent in a very competitive market space. One of the core components of our updated company values has been a commitment to achieving operational and technical excellence. We believe this approach leads to higher customer satisfaction, and improved new deal closure rates. On a high level, customer service continues to improve and we are successfully meeting our service level agreements maintaining a 95% or higher availability rate on all systems. Reliability is essential in our business and we're pleased to be realizing the benefits from our investments over the last 12 months. Our hardware engineering team has continued to make significant improvements on not only reliability, but also the ability to rapidly and easily repair and remotely monitor our equipment, helping to drive [Technical Difficulty] down as well. Over the past several months, we have continued to regularly release new detection models or algorithms for use with our reps. We have recently released five new AI models covering brake beam bent, ladder stile condition, retainer valve handle position, side handhold condition, and ladder tread condition. We also plan to release six additional new AI detection models before the end of 2022 calendar year, addressing brake systems and running gear among other critical inspection points, bringing our total catalog up to 30 highly reliable detections deployed at the track edge. After working directly with our customers, we've accumulated a growing backlog of requested inspection points that when developed and deployed will be essential to increasing both safety and efficiency during the inspection process. Looking ahead, we will continue to build on our existing catalog detection model to meet the growing needs of our expanding customer base within existing portals and future company owned RIPs with more algorithms operating on our proprietary software, IT infrastructure and hardware sensors coming online every day for our customers helping them to improve their safety, velocity, dwell time and maintenance metrics. Moving to our second focus area, which is to continue adding more recurring revenue through our services, maintenance and artificial intelligence offerings. As a reminder, we drive recurring revenue from applications and incorporate AI that automates physical inspections on mechanical equipment moving at high speed. Since our last update, we have continued to maintain a 100% renewal rate on all recurring services contracts. This strong performance has allowed us to continue growing our recurring revenue base over the past few quarters, a trend we expect to continue throughout the balance of the year and accelerate in 2023 as certain large scale deployments come online. With our high performing AI and software teams, our ability to use data analytics to see how effective we are is improving. As mentioned in the last 90 days, our RIPs have scanned approximately two million railcars detecting thousands of actionable defects in the field. This represents a 33% increase in the number of railcars scanned over the previous quarter with the number of detections increasing as the AI software is deployed and becomes more effective. The contracts we secured earlier this year, both for new installations as well as upgrades to existing portals, including provisions for increased algorithm delivery, a trend we expect to continue going forward. From a high level as we layer on additional services, increased maintenance work across a larger customer base and improve the quality and quantity of our artificial intelligence offerings we expect to achieve consistent profitable growth that will see our recurring revenue streams serve as a fixed springboard for operations that accounts for an increasing percentage of our revenue. Additionally, with our new subscription offering, we expect to accelerate our existing growth. Early interest in our subscription model has been strong and we plan to make additional investments to support portal reacquisitions, as well as new builds where we are currently gauging greatest potential customer opportunities. Moving to our primary commercial focus on rail sector, I'll now provide an update on current deployments. We also increased our commercial resources, which I'll touch on momentarily. Beginning with the $10.1 million master services agreement with a major national passenger carrier, the project remains on track for the latter part of 2022 with completion expected in 2023. Moving to another current deployment. In January, we announced a contract for another Class 1 rail operator to deploy an additional RIP on the U.S. side of the customers southwestern border operations in Texas. The project remains on schedule with an end of 2022 completion date. With another Class 1 customer, our installation of a new portal in the Southeast United States is also on plan. We are currently at 90% completion and anticipate coming online in Q4. Our installation with a major Canadian transit agency has been substantially completed with the project expected to come online in Q4. We've also added work to provide maintenance services and artificial intelligence, which is expected to generate higher recurring revenue beginning in 2023. Additionally, our long term Florida County Security project has been successfully completed and we are currently in discussions with this customer to provide further modifications and upgrades to previously installed work. While we are devoting significant resources to executing against our current backlog and have successfully kept up with timelines as mentioned, closing new customers is our priority. Our decision to offer a new subscription model was informed by months of research and analysis on how to best use our hardware and software to extract additional revenue streams. In the third quarter, as previously mentioned, we had two million railcars passed through our RIPs, but only a small percentage were owned and maintained by our Class 1 customers. In addition to a larger customer base of Class 1s, short line, transit and additional railcar owners and operators, we can offer our remote visual inspection and AI detection services on a larger scale, operating fewer portals but with more customers and at a cost that is very attractive to subscribers. We look forward to offering this expanded range of services to further improve the safety, reliability and efficiency within the North American rail market. With existing and new customers, we have a pipeline of potential new business now worth over $125 million as of today's discussion. Additionally, with Q2s U.S. infrastructure builds passing, we've been continuing to negotiate proposals with transit and passenger railroads that are eligible for grant money and we hope to add meaningful updates on this in the quarters to come. Moving to our final area of focus, recruiting and retaining talent. During the quarter, we announced the appointment of Matt Keepman as our new Senior Vice President of Sales and Marketing. Matt comes to Duos with two decades of experience in managing strategic accounts within the North American rail industry. Most recently he was a key account executive for Wabtec Corporation where he led the commercial strategy for the Canadian Pacific Railway across all of Wabtec's business segments. Matt is responsible for leading our commercial strategy with a focus on driving top line growth. He has also been tasked with advancing our go to market strategy as we expand into private railcar owners, lessors and shippers via inspection data subscription plans. We look forward to his contributions to our targeted commercial growth efforts that lie ahead. Last month, we also announced the addition of David McKee to our newly formed Industry Advisory Group. The Industry Advisory Group's function will be to provide consultation on certain areas requiring specialists, industry, technical or financial knowledge to assist our senior management team and strategic planning. David brings nearly four decades of experience in the rail industry, having spent most of his career in various leadership roles for CSX Transportation and leadership positions with short line rail and car owner companies. As I mentioned earlier, we are also fortunate to included Adrian Goldfarb as our second member of the advisory group, where he will assist our business expansion via subscription offerings, as well as financial and investor relations initiatives. Those who have followed us know that I've been very direct about the challenges our company has worked through the last two years. As of today, I am pleased to report that our business foundation is solid and we are now able to direct our focus towards generating revenue from both existing and new channels without additional distractions. Our team has spent the last two plus years focused on increasing the quality and reliability of our solutions with that directive now largely completed. We are also continuing to prioritize the recurring side of our revenues as evidenced by our evolution toward a subscription based offering. We look forward to expanding the range of our services to further improve safety, reliability and efficiency with the North American rail markets. And with that, we're ready to open the call for your questions. Operator, please provide the appropriate instructions.