Excellent company to work with. Best customer service and technology available. Can't recommend enough! - 5/05/2021
John Pisacane
I purchased my Medit scanner after the ADA meeting in 2018. I did it primarily on the personal recommendation of Armen Mirzayan, the owner of Cad-Ray. I have known Armen for over 15 years (we both were CEREC trainers) and he has always been unbeli...read moreI purchased my Medit scanner after the ADA meeting in 2018. I did it primarily on the personal recommendation of Armen Mirzayan, the owner of Cad-Ray. I have known Armen for over 15 years (we both were CEREC trainers) and he has always been unbelievably knowledgeable about dental technology and was always moving on the cutting edge.
When you see Armen's daily FB posts, it’s obvious that he is constantly pushing the envelope and exploring the limits of the Medit and the processes we use to idealize our push towards completely digital dentistry. Medit owners are fortunate to have Armen finding glitches and pushing for improvements in our scanner.
As far as after sale service, I can’t find a flaw with Cad-Ray. You won’t find a more supportive and dentist-centered company. Armen and Frank do everything to make purchasers happy and back up their sales.
I’ve heard of horror stories when people shopped elsewhere and only positive comments about Cad-Ray.
In summary, buy your Medit and other high tech equipment from Cad-Ray, you will be totally satisfied.
.read less - 10/08/2019
Choosing an digital intraoral scanner these days can be quite a daunting task. When I reached out to CAD-Ray, as was recommended by many colleagues, I was connected to Frank DeLuca, and he made my decision-making process very simple. Upon receiving...read moreChoosing an digital intraoral scanner these days can be quite a daunting task. When I reached out to CAD-Ray, as was recommended by many colleagues, I was connected to Frank DeLuca, and he made my decision-making process very simple. Upon receiving my 3shape Trios 4 scanner, Frank and the entire tech support team/customer service were very helpful every step of the way. Frank makes himself available when he can in order to address all of the questions I have regarding the digital workflow. I highly recommend CAD-Ray. It will make your transition to digital scanning a positive experience.read less - 1/24/2023
Armen Mirzayan
Are you happy with the support and training you have received with our team at CAD-Ray.com?
Our business grows much like yours, with referrals and recommendations. We would greatly appreciate a quick review / testimonial
NOTE: ...read moreAre you happy with the support and training you have received with our team at CAD-Ray.com?
Our business grows much like yours, with referrals and recommendations. We would greatly appreciate a quick review / testimonial
NOTE: All testimonials are submitted by verified owners.read less - 5/08/2021
Great people. Very helpful with anything you need. - 6/16/2020
Matt Reith
Love my Medit! Can’t beat the quality, and the price is even better! Also, great people who are always willing to help! - 6/16/2020
Matt McReynolds
Great scanner (medit i500) and mill (coritec one). They were great for an open system that allows me to do just about anything. - 6/16/2020
Steve Acker
We received our i700 scanner from CAD-Ray yesterday. It was an upgrade from our i500. The scanner is amazing and Laura was amazing in helping us get up and running in no time. Their support, professionalism, and expertise is unmatched. Thanks CAD-Ray...read moreWe received our i700 scanner from CAD-Ray yesterday. It was an upgrade from our i500. The scanner is amazing and Laura was amazing in helping us get up and running in no time. Their support, professionalism, and expertise is unmatched. Thanks CAD-Ray!- Helena from Elite Dentalread less - 12/23/2021
Northwest Orthodontics
Every staff member has been very helpful and kind every time we call. Thank you! - 7/24/2024
W Timothy Brooks
Excellent fast color scanner. A great improvement over my old proprietary scanner. Easy to learn software and great free technical support. - 6/18/2020
I have had done business with these guys. I am impressed with their Amazing Customer service. John and Armen are great. I have and will order lots of stuff from them. Kudos to them!!!! - 6/19/2020
David Christensen
I purchased the Medit i500 from Cad-Ray December 2018. I couldn’t be happier with the scanner. The improvements Medit has made over the last 10 months are nothing short of astounding! I can’t imaging what they’ll come up with next.
As for Cad-Ray...read moreI purchased the Medit i500 from Cad-Ray December 2018. I couldn’t be happier with the scanner. The improvements Medit has made over the last 10 months are nothing short of astounding! I can’t imaging what they’ll come up with next.
As for Cad-Ray, their support has been second to none. Never have I experienced the kind of attention and help from any other company. Wether it’s with help installing, computer hardware issues or technical help they respond IMMEDIATELY!
Armen is also a huge reason why I chose Cad-Ray. No one selling a product has helped me more evolve my scanning technique. He’s quick to respond to questions and issues I feel his service is a huge reason why to buy from CAD-RAY.read less - 10/09/2019
Loving my Medit i700. My crowns have never fit better, and scanning is SOO easy. I started with cad-ray with the i500. The training and support have been second to none. I upgraded to the i700 shortly after it came out, and recently had a warranty is...read moreLoving my Medit i700. My crowns have never fit better, and scanning is SOO easy. I started with cad-ray with the i500. The training and support have been second to none. I upgraded to the i700 shortly after it came out, and recently had a warranty issue with the new scanner. immediately after calling them with my problem. A new scanner was overnighted to my office, I was very pleased, and had minimal down time.read less - 4/05/2022
Richard Salvatore
I purchased a Medit Scanner from Cad Ray and the entire experience has been phenomenal. Their customer service is top notch and always accessible by text! I have FaceTimed Frank more than once during a hectic day to help me with my scanner. Thanks te...read moreI purchased a Medit Scanner from Cad Ray and the entire experience has been phenomenal. Their customer service is top notch and always accessible by text! I have FaceTimed Frank more than once during a hectic day to help me with my scanner. Thanks team!read less - 6/19/2020
Caleb King
Kaila Larson is the support specialist for our office and has been outstanding. She gets back to us quickly with any questions we have, and will log into the computer and fix issues so we don't even have to worry about them. She is extremely knowled...read moreKaila Larson is the support specialist for our office and has been outstanding. She gets back to us quickly with any questions we have, and will log into the computer and fix issues so we don't even have to worry about them. She is extremely knowledgeable about the MEDIT scanner and the supporting software. She responds to calls and texts or emails and will communicate with us in whatever way is most convenient for our office. She has saved us hours of time and headache by always being available to help.read less - 5/25/2022
jeremiah choi
Never had customer care like Cad-Ray, you can't go wrong purchasing through them. Trios is a great scanner. All the reps at Cad-Ray are very knowledgeable and helpful and will make sure you are up and running smoothly. Above and beyond customer serv...read moreNever had customer care like Cad-Ray, you can't go wrong purchasing through them. Trios is a great scanner. All the reps at Cad-Ray are very knowledgeable and helpful and will make sure you are up and running smoothly. Above and beyond customer service.read less - 8/27/2022
A while ago I became interested in an intra oral scanner for my office especially for dental sleep medicine and TMJ appliances. I searched online for Medit and found cad ray. Laura from Cad-ray quickly responded and set up a zoom meeting so she could...read moreA while ago I became interested in an intra oral scanner for my office especially for dental sleep medicine and TMJ appliances. I searched online for Medit and found cad ray. Laura from Cad-ray quickly responded and set up a zoom meeting so she could demo the unit. Great job at helping me understand. She set up the financing and I got my unit. A few glitches with my internet speed and getting IT to help with my upload and download speeds and I was ready to go. Every time I had a question I texted Laura and almost like she was waiting for my call she responds. We it turned out my unit wasn't just right so she immediately responded we will replace you unit. Laura has been a joy to work with and the customer service given will only encourage me to do business with cad-ray again.
Benjamin Polan DMD, D,ABDSMread less - 8/27/2021
I ordered a VHF N4+ from CadRay. About two weeks after the order was placed, they called me up and said, “VHF just got an exclusive with “The Big Boys” so they are cutting ties with all the little ind...read moreI’d like to tell you a story about CAD-Ray.com.
I ordered a VHF N4+ from CadRay. About two weeks after the order was placed, they called me up and said, “VHF just got an exclusive with “The Big Boys” so they are cutting ties with all the little independent distributors. They just called us, and we just found out. What this means is that we won’t be able to provide you service after purchasing the VHF mill that you just bought.”
Now, they could have just left it at that. They could have said, “Sorry, it’s out of our hands.” They could have said, “We appreciate your business, but it’s not our fault.” They could have said, “That’s the way the cookie crumbles.”
But they didn’t.
Frank Weinstein calls me up and tells me that they want to make this right, so they are going to hook me up with a brand new Imes Coritec One+ for the same price as the VHF. The Coritec One+ is like the Mercedes of mills for in-office. This is the new model that just barely came out. It is a 5 axis mill. It does wet and dry milling. It does blocks and pucks. It mills all materials know to man, including Vibranium. It can also fly the space shuttle, and make all your wishes and dreams come true. It’s that good. It came with the laptop, Exocad, all the tools, and all the bells and whistles. It came fully loaded. It came white glove delivered to my office. It came with in office training. It came with the extra bur package. It came with everything and the kitchen sink.
So, I paid 36k for a mill, and because of something that was not Cad-Rays fault, they ended up giving me a 60k mill for the same price.
In the words of the great Tony Stark: “That’s how Dad did it. That’s how Cad-Ray does it. And it’s worked out pretty well so far.”
Thank you Frank Weinstein and Armen Mirzayan for having outstanding customer service and going the extra mile every time.read less - 4/02/2021
Gabriel Joel
Medit i500 is an incredible scanner. I have experience with other types of scanners including IO and Desktop but this one is really impressive. It is blazing fast and takes beautiful scans. But more importantly is the company itself. Medit is an amaz...read moreMedit i500 is an incredible scanner. I have experience with other types of scanners including IO and Desktop but this one is really impressive. It is blazing fast and takes beautiful scans. But more importantly is the company itself. Medit is an amazing company and is constantly trying to improve. They are always on the cutting edge and releasing new improvements all the time. They are always LISTENING to the customers on how to improve the scanning experience and change accordingly. The customer service is second to none. I highly recommend this scanner but even more highly recommend considering buying the scanner as a result of the great company and PEOPLE that stand behind it.read less - 10/09/2019
I do not know if it is okay to use the F word on this page. But I F@#KING LOVE MY MEDIT with the new filters now.
Scan the teeth with the middle filter, then go to the first 1 and get the palate in less than 1 minute. AMAZING
I have since s...read moreI do not know if it is okay to use the F word on this page. But I F@#KING LOVE MY MEDIT with the new filters now.
Scan the teeth with the middle filter, then go to the first 1 and get the palate in less than 1 minute. AMAZING
I have since sold my ITERO and JUST HATE my OMNICAM EVERYDAY.read less - 3/01/2020
I bought a Medit i500 from Cad-Ray. The service was fantastic. This group also does ongoing training to keep you up to date on how to use the technology.I had a minor issue with hardware and Cad-Ray resolved the issues no questions asked!They have a ...read moreI bought a Medit i500 from Cad-Ray. The service was fantastic. This group also does ongoing training to keep you up to date on how to use the technology.I had a minor issue with hardware and Cad-Ray resolved the issues no questions asked!They have a very active online forum that is supportive. I wouldn’t hesitate to purchase more equipment from them!read less - 10/23/2020
Tara Ericson
Very pleased with the EXCELLENT support we have received from Frank DeLuca! Loving our new Medit so far, definitely more user friendly than our previous one. - 6/02/2022
Aaron Sipos
CAD-RAY has the best customer service. They go above and beyond to make sure you have a good experience with your medit scanner. With most tech companies, the person that answers the phone has to put you on hold for who knows how long before getting ...read moreCAD-RAY has the best customer service. They go above and beyond to make sure you have a good experience with your medit scanner. With most tech companies, the person that answers the phone has to put you on hold for who knows how long before getting you in touch with someone to fix the issue. With CAD-RAY, I called and Heather answered the phone. Heather was able to remotely fix my issue within 30 minutes and have me back up and running. No holds, no waiting!!! I highly recommend.read less - 9/01/2022
Thomas Lim
5 stars for a great product and great service. After much research I knew I was set on the Medit 500. I considered some of my local equipment reps, as well as cad-ray. Cad-ray won out due to their efficiency, speed of service, and knowledge. Their on...read more5 stars for a great product and great service. After much research I knew I was set on the Medit 500. I considered some of my local equipment reps, as well as cad-ray. Cad-ray won out due to their efficiency, speed of service, and knowledge. Their online presence makes it easy to get help via messaging, social media, or phone. The fact that one of the employees of Medit (an engineer?) posts on the cad-Ray Facebook group speaks volumes of the vendor-mfg relations.
The scanner itself works great, but make sure to contact them to get the minimum specs required for a laptop — it will make a difference in how the scanner performs. I had some slow scans at first but upgraded from 8gb to 32gb ram and also got some coaching from customer service (Frank) to get me up to speed.
To make the scanner mobile, I purchased this cart from Staples: https://www.staples.com/Oklahoma-Sound-Premium-Audio-Visual-Presentation-Cart-40-1-2-H-x-18-W-x-30-D-Black-Ivory-Wood/product_932437.
Lastly, I purchased “3M Dual Lock Fastener” to keep the power module attached to the wand from falling off the cart. I carry the scanner between two offices, so I wanted something sturdy, but removable. (see in photos). The hockey puck shaped holder (comes with the scanner) is heavy and sticks to the countertop without needing any adhesive.read less - 10/12/2019
Cad-Ray is the absolute best if you're in the market for digital dental tools. I have purchased two Medit scanners through them. There will be hiccups with any complex piece of machinery, but every time I have needed Cad-Ray, they have been there. I ...read moreCad-Ray is the absolute best if you're in the market for digital dental tools. I have purchased two Medit scanners through them. There will be hiccups with any complex piece of machinery, but every time I have needed Cad-Ray, they have been there. I recently had a scanner go down. I called Cad-Ray tech support and they got me on the phone with Medit immediately. Within a day, a replacement scanner was sitting on my desk. It doesn't get much better than that.read less - 10/03/2024
Laura
Very helpful and attentive when setting up my new Medit scanner. Seamless process from start to finish - 10/28/2024
Chase Funk
This has been awesome, to be honest I have know idea how to use it but our team members have picked it up so easy!! - 6/16/2020
Roger Wilson
CAD-Ray provides the best support around. I started scanning with Medit i500 in 2018 and my dental practice immediately changed for the better.As a rookie, I had a lot of questions and I calledCAD-Ray a lot in the beginning. They were great!Jonathan...read moreCAD-Ray provides the best support around. I started scanning with Medit i500 in 2018 and my dental practice immediately changed for the better.As a rookie, I had a lot of questions and I calledCAD-Ray a lot in the beginning. They were great!Jonathan Acker helped me get set up. Frank Weinstein answered tons of questions. Laura Geney became an important source of information as I moved into scan bodies, AI library, and had hardware questions. I’ve attended classes in Dallas featuring Armen Mirzayan who is incredibly knowledgeable and will tell you the good, bad, and the ugly about digital workflow. The possibilities are endless with scanning technology. I also want to mention Nick Statly who has visited my Dallas office and is a wealth of information. I have to admit that I frequently view the CAD-Ray User Group Face Book page just to pick up a few pearls here and there.I highly recommend CAD-Ray because their support is by far the best in the IOS industry and because their people honestly care about the customer and are truly committed to your success.read less - 12/23/2021
lucas kim
Ordered some scanner parts. Laura was super helpful and replied very quickly. Great customer service! - 6/02/2022
Johnny Vredenburg III
Before working with cad-ray, I was hesitant to dive into digital dentistry due to the complexity of it. Working with Laura at cad-ray made all of my concerns go away. She was there to help me with my Exocad software installation, even outside of norm...read moreBefore working with cad-ray, I was hesitant to dive into digital dentistry due to the complexity of it. Working with Laura at cad-ray made all of my concerns go away. She was there to help me with my Exocad software installation, even outside of normal business hours - really hard to come by! I also purchased a Medit i500 and getting that setup and working in my clinic was seamless. I could not have asked for better support while navigating digital dentistry. My next purchase will be a 3D printer, and i know exactly where i will buy it from! Highly recommend these guys.read less - 11/20/2020
Krupal Chhotu
Finally going digital and Cad-Ray was the place to start. Got the Medit i500 and began scanning right away. Now I am doing digital dentures, making my own surgical stents, etc. The support available is the best. "Frank" is always available! :) - 10/09/2019
After using the medit i500 scanner at an office as an employee, I purchased it from Cad-ray,com specifically because of their good reviews and their large, concise training library of videos. I've used CEREC as an instructor at a dental school and bo...read moreAfter using the medit i500 scanner at an office as an employee, I purchased it from Cad-ray,com specifically because of their good reviews and their large, concise training library of videos. I've used CEREC as an instructor at a dental school and bought a used Planscan, Planmill for my private office. Both were hard to learn and the fees and cost associated with training were a bitter pill to swallow after the costs to purchase. The ease of seating restoration was instant. The scanning learning curve is quick. I have easily added occlusal guard scanning, and implant scanning and will be trying a digital denture soon.
The purchase was easy, the product came quickly and the set-up videos guided me through very necessary adjustments to my Laptop I never knew I needed. Learning the new features with each FREE update is a treat. The DIY option was an extra bonus as the $2000 rebate came without having to ask for it. Cad-ray has delivered more than I expected with the purchase of the fantastic Mediti500 scanner.
I've included my cart set up. purchased from Amazon for $68. Its stable, has room for the necessities. I've taken it home and back to the office half a dozen times and it transports the scanner safely. It also keeps the cords from being run over. I haven't taken the included 2 day course but look forward too it after Social Distancing mandates are lifted.read less - 4/25/2020
Armen is a dentist and knows what a dentist need, on other words cad ray sells technology that works for dentists! - 6/16/2020
STAR DENTAL CLINIC
This has changed my way of doing things forever. I can’t live without my Medit scanner. I promote it to all my friends like crazy. Support with Cad ray is awesome. They return calls within seconds. The price for scanner is ridiculously good and the ...read moreThis has changed my way of doing things forever. I can’t live without my Medit scanner. I promote it to all my friends like crazy. Support with Cad ray is awesome. They return calls within seconds. The price for scanner is ridiculously good and the quality of images is amazing. Their website has soo many educational videos. It doesn’t end. I love the ability to mobilize it from one off to another until I buy a second one. I’m can’t wait u til I have the time to learn all the other cool technology cad ray has. It’s amazing.read less - 7/24/2020
Cristy Duval
Kaila is an incredible Rep! Hope Cad-Ray knows what a great employee they have. Thank you Kaila! - 12/16/2021
Rafael Dimayuga
Have been chatting with the CADRAY group for at least a year now even though I did not buy anything from them. They are very receptive, prompt and helpful. Finally bit the bullet and received my Medit yesterday! Now my Bluecam has a new buddy!! - 7/17/2020
Brian Wilkinson
This company is genuinely amazing. Amazingly good products, but the thing that sets them apart is the support. Frank and Sean have answered any questions I have unbelievably fast. And I LOVE the DOF Craft 5x milling unit. Learning the flow of same da...read moreThis company is genuinely amazing. Amazingly good products, but the thing that sets them apart is the support. Frank and Sean have answered any questions I have unbelievably fast. And I LOVE the DOF Craft 5x milling unit. Learning the flow of same day milling was tricky for me, but they held my hand the whole way. Can’t go wrong here.read less - 1/06/2024
LoAn Huynh
Erika is one of a kind! She truly is patient with me. She has gone above and beyond to help me every time I call her. We have a few locations and she is always prompt in her responses and always manages to find a solution for me. I wish every rep was...read moreErika is one of a kind! She truly is patient with me. She has gone above and beyond to help me every time I call her. We have a few locations and she is always prompt in her responses and always manages to find a solution for me. I wish every rep was reachable ALL THE TIME and helpful! Thank you Erika! ❤️read less - 6/04/2025
Geoff Seuk
Best service and support. Period. The product I purchased (Medit i500) is fantastic, but integrating it into my practice has been super smooth because of the support from Cad-Ray. They not only answer the phone with REAL people, but those people ACTU...read moreBest service and support. Period. The product I purchased (Medit i500) is fantastic, but integrating it into my practice has been super smooth because of the support from Cad-Ray. They not only answer the phone with REAL people, but those people ACTUALLY want to help you. Kind of a novel concept in this day and age. Definitely the best customer service I've experienced from an equipment dealer, and I've purchased equipment from just about all the big companies. Will definitely purchase from them in the future. I highly recommend them.read less - 8/07/2022
Evan Sachs
Great staff and support when needed! There is a bit of a learning curve like with any new tech, but I highly recommend the Medit i500 and the Cad-Ray staff is great. Special thanks to Laura and Jeff for helping out! You guys rock. Great company and ...read moreGreat staff and support when needed! There is a bit of a learning curve like with any new tech, but I highly recommend the Medit i500 and the Cad-Ray staff is great. Special thanks to Laura and Jeff for helping out! You guys rock. Great company and product!read less - 11/11/2020
kenneth kim
Purchased Medit in 2019. Bang for the buck best investment and will get you started in digital dentistry with ease. No monthly subscriptions and Cad-Ray support is amazing. No regrets. - 6/16/2020
I was on the fence for a few years about getting into intra-oral scanning. I finally did it in the fall of 2019 and haven't looked back. I was hesitant mostly because I didn't want to spend a lot on $$$ on something that I don't end up implementing. ...read moreI was on the fence for a few years about getting into intra-oral scanning. I finally did it in the fall of 2019 and haven't looked back. I was hesitant mostly because I didn't want to spend a lot on $$$ on something that I don't end up implementing. I found that I love scanning, I feel like it has improved my quality of preps and my OCD of being able to verify accuracy. I recommend Cad-ray because they want you to succeed. They are always available. They have been through this process many times, they know what does and doesn't work. My experience is with the Medit i500 IOS.read less - 6/19/2020
Bio Solution
Very great company, especially Frank. He is very helpful and has saved us a lot of money on resin for our 3D printers. We've recently bought a new scanner and Exocad software. He has been very gracious and quick to respond with the many questions I h...read moreVery great company, especially Frank. He is very helpful and has saved us a lot of money on resin for our 3D printers. We've recently bought a new scanner and Exocad software. He has been very gracious and quick to respond with the many questions I have had. Highly recommend Cad-Rayread less - 1/25/2023
Suresh Goel
I have enjoyed using the Medit i500 scanner. Previously I had two 3Shape scanners, however, the yearly fees were adding up and there are no ongoing fees with the Medit. Quality is great, and support has also been solid. Overall very happy with thi...read moreI have enjoyed using the Medit i500 scanner. Previously I had two 3Shape scanners, however, the yearly fees were adding up and there are no ongoing fees with the Medit. Quality is great, and support has also been solid. Overall very happy with this purchase.read less - 2/16/2020
The i700 is the second scanner I have purchased. It is hands down far superior in terms of quality and ease of use than my first scanner (3M Tru Def). I was hesitant to enter the market again but wanted to mainly for implant reasons. After talking...read moreThe i700 is the second scanner I have purchased. It is hands down far superior in terms of quality and ease of use than my first scanner (3M Tru Def). I was hesitant to enter the market again but wanted to mainly for implant reasons. After talking with Laura and watching her presentation with my staff, we were sold! The i700 was extremely reasonable in price while being similar to units costing twice as much. CAD-Ray made this possible. I found their on line training to be adequate in learning the necessary skills to start scanning, I continue to watch these videos as I sharpen my skills. Initially I was concerned about the on line training. But now I actually prefer this way of training as it is self paced and you always have the library of videos to watch when needed. Laura has been there to answer questions and help me whenever needed and I’m talking on nights and weekends too! I admit I was was extremely hesitant to get another scanner, especially with an online outfit; but I have no regrets and highly recommend CAD-Ray and Laura for anyone needing a scanner! They provide excellent services.read less - 4/23/2022
Carter Mitchell
Pretty much echoing what everyone else has said. Frank DeLuca and the whole team at CAD-RAY are fantastic. The best customer service and support in dentistry, hands down, not even a close second. We are thrilled with our Medit scanner and will certai...read morePretty much echoing what everyone else has said. Frank DeLuca and the whole team at CAD-RAY are fantastic. The best customer service and support in dentistry, hands down, not even a close second. We are thrilled with our Medit scanner and will certainly be choosing CAD-RAY for any future purchases.read less - 12/30/2021
Matt v
Matt Newman was excellent solving a cable problem.! Quick response and good follow up! - 9/11/2024
Tommy Han
Awesome service. Bought a Medit and was able to learn how to use it simply by watching Cad-Ray's support and education videos. Three thumbs up! - 6/16/2020
Cody Kriegel
Frank and the Cad Ray team have been nothing short of amazing. I continue to purchase digital equipment from Cad Ray because their support is unlike any in the dental industry. Frank has been instrumental in helping my team get the most out of our pr...read moreFrank and the Cad Ray team have been nothing short of amazing. I continue to purchase digital equipment from Cad Ray because their support is unlike any in the dental industry. Frank has been instrumental in helping my team get the most out of our products.read less - 1/25/2023