Rippling HR is a human resources platform for managing employee records, onboarding, benefits, time and attendance, compliance, and other core people operations in one system. It serves as the HR layer of the broader Rippling platform, giving companies a central place to manage the employee lifecycle while connecting HR data to payroll, IT, and finance workflows when needed.
$8
per month per user
UKG Pro
Score8.1 out of 10
N/A
UKG delivers cloud-based HCM solutions including UKG Pro that help businesses simplify payroll computations, accelerate talent acquisition, manage time and attendance, and support proactive, strategic talent management on a global level.
N/A
Workday Adaptive Planning
Score7.8 out of 10
Mid-Size Companies (51-1,000 employees)
Workday Adaptive Planning streamlines planning workflows, using AI and real-time data integration to improve collaboration and provide predictive forecasts for better strategic analysis.
N/A
Pricing
Rippling HCM
UKG Pro
Workday Adaptive Planning
Editions & Modules
Recommended
$8.00
starting price per user, per month
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Rippling HCM
UKG Pro
Workday Adaptive Planning
Free Trial
No
No
Yes
Free/Freemium Version
No
No
No
Premium Consulting/Integration Services
Yes
Yes
Yes
Entry-level Setup Fee
No setup fee
No setup fee
Optional
Additional Details
For additional pricing details visit the Rippling pricing page.
Rippling was better when it came to pricing against UKG Pro. UKG Pros software was also not as seamless as Rippling's software from a user perspective. I found that the support functionality was also better with Rippling when you email in to the site. There are several reasons …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
rippling is very comparable to UltiPro (UKG Pro) but ultimately rippling is far more user friendly and allows for easier access of information that is more in line with logical thinking
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Marketing Science Analyst in Customer Service at Analytic Partners (Marketing & Advertising, 201-500 employees)
Chose Rippling HCM
Rippling is far more intuitive and detailed, with more features which integrate with each other. UKG Pro was much more barebones with less automation, and so it was harder to find the answers to my questions. Rippling has been extremely smooth, and I don't have to spend much …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Alaan in Engineering at Alaan (Financial Services, 201-500 employees)
Chose Rippling HCM
Rippling overshadows all these in terms of unified dashboard integrating all separate usage of a software into one specific and ever combing features. Also Rippling helps to track leaves and all HR perks rather than tracking them and their uage through separate separate …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Sr. IT Security Administrator in Information Technology at Spreedly (Financial Services, 51-200 employees)
Chose Rippling HCM
Rippling has a much more modern, user-friendly approach, and it continues to build out their product suite to help create a seamlessly integrated eco-system.
BambooHR is also more modern, but doesn't seem to have the broad product suite that Rippling is pursuing. UKG felt so …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
The Goal setting and tracking features are easier to fill in and takes very less time to setup. The drop down feature in rippling is very helpful which is missing in UKG wherein we have to fill all the details from scratch and enter them in words which takes a lot of time and …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Director of Nursing in Professional Services at Primrose Retirement Community (Health, Wellness and Fitness, 51-200 employees)
Chose Rippling HCM
Rippling has more to offer and all items are in one location which facilitates the processes for managers. It appears logins are easier. UKG logins have seemingly been a problem for staff attempting to sign in or out of shifts.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Sr. Financial Analyst in Finance and Accounting at Root Inc (Insurance, 1001-5000 employees)
Chose Rippling HCM
We selected Rippling because of its cost and ease of use. Our experience with Workday was not positive and we wanted to avoid a repeat of an expensive contract that ultimately does not serve our needs well. I also have a friend who works as an account manager for Rippling who …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Executive Assistant at Eurasia Group (Capital Markets, 501-1000 employees)
Chose Rippling HCM
I would really like to know why Workday didn’t work...
1 - I submitted my diploma. It was accepted, but for three months I kept getting an error message saying I hadn’t submitted it. I’d talk to support, and they’d say I hadn’t submitted the diploma, but after checking, they'd …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
Rippling is far superior on functional use for an individual. The software on the app and desktop is a lot intuitive, yet simple and easy to navigate. UKG was very limited on what you were able to use it for. Time off request are simpler to navigate and submit whereas UKG is …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Technical lead in Information Technology at Synaptiq (Information Technology & Services, 51-200 employees)
Chose Rippling HCM
Rippling is Known for its intuitive and user-friendly interface, making it easy for both administrators and employees to navigate. It is Highly customizable, allowing businesses to tailor workflows and processes to their specific needs. Rippling Excels in automating …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
Rippling was more user friendly and also more aimed at catering to a smaller business
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
I chose Rippling over Workday for its intuitive interface, all-in-one HR and IT management, and scalability for growing teams. Rippling’s automation and seamless integrations made onboarding and managing employees effortless, saving time and reducing complexity. It’s a modern …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
Easy log in and never repeatedly ask password or ask changing password. The navigation is friendly and easy to follow
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Verified User
Chose Rippling HCM
Rippling is much easier and more effective than any of the past systems I have used for HR management such as UKG or Sequoia. Other systems have too many options/their UI is not intuitive to use for an average user. Many employees are not technically savy and therefore require …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Special Assistant & Operations Associate in Human Resources at The Hub Project (Non-profit Organization Management, 51-200 employees)
Chose Rippling HCM
UltiPro wasn't as intuitive or streamlined as Rippling was. Our old system was hard to use and confusing; Rippling took all the headache and stress on human resource related matters. I appreciated that the platform was equipped with what we needed without any fancy add-ons. I …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Corporate Director for Human Resources in Human Resources at American Excelsior LLC (Defense & Space, 201-500 employees)
Chose UKG Pro
they are newer programs, Paylocity has a lot of flexibility to make changes where we have to make work orders with UKG. All of the prices are about 20% less per year than UKG
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Verified User
Chose UKG Pro
UKG Pro is comparable to the old WorkDay platform I was familiar with. One had advantages and disadvantages that the other did not have and vice versa. I don't know how that might have changed since I last used Workday many years ago, so they might be addressed by now. but …
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
When I first started my new job, it was an additional one on top of a day job I already had. I didn't have time to waste between getting home and starting this new night job, so the first thing that I found was that I was blown away at how quickly and easily I could log in and start. When starting a new job, I didn't need the added stress of learning another app/portal when I had more important things to learn. I am really grateful for those 2 factors alone. Once I got more familiar with the portal, I was able to search around a bit and found some great features that have just enriched the experience even more...no training needed.
I feel UKG Pro has been so horribly rolled out at the City of Houston. I'm amazed that, as a system administrator, it even works at all. In my opinion, the greatest expense the city has budgeted is managed by a shoe-string, janky, bug-ridden mess. I truly hope UKG is bought out for 2 cents and scattered to dust. In my opinion, terrible maintenance and support, the worst consultants money can buy, the sleaziest sales accountants. This system tries my patience as a lead system administrator and I would caution anyone considering bringing in this mess to their business. It's been a year now, and we still have workarounds and bugs daily.
It's well suited to any business where you have defined inputs, a layer of structured calculations and a defined output. In other words, any business situation! We use it in a law firm setting where it enables us to import staff plans, assign targets to each individual, thereby generating a revenue forecast linked to business capacity. From there, global assumptions determine staff and direct costs, with the user overlaying discretionary costs to arrive at a final P&L forecast. This is then summarised using the reporting and dashboarding layer to provide outputs to senior leaders for sign off.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
UKG has an amazing support team to reach out to if assistance is needed
All add-ons of UKG Pro integrate seamlessly making it a powerful software program
UKG Pro is very configurable to meet the specific needs of companies
It is easy to use and navigate
The mobile app is loved by all employees and provides on-demand access
The Ultimate Community is amazing!! On-demand information on all products and how they are used. Connect with other companies that use UKG Pro and learn from each other.
The Learning Centre is also amazing!! Learning right at your fingertips anytime, anywhere.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
It helps create dynamic plans for finances, operations and various functional units in an organization all under one platform
It helps in scenario modeling to help analyze various business events and report by any number of business dimensions including channel, customer or product
It can be integrated with any system including ERP, BI or CRM
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
The overall look and feel of Rippling is dated; it looks like it's straight out of the 00's.
The could be more functionality in the LMS, expanded features, more options, it works, and it's basic, but it could be really great with a few added features.
The shift from using people's personal email to log in to their work email, not everyone wants to use their personal information to log into a work system.
Teachers that are hard functionality. Okay. I would say the most issues that we've had is the admins or the HR department losing their access and it throws us for a loop. It's like, what happened? What's going on? So that's the main thing. And then some of our employees struggle with the hourly employees try to struggle with timekeeping as in clocking in and clocking out. But we got that resolved. Thank you UKG Pro. And our employees are happy again. I would recommend UKG Pro.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Expense reporting aspects are repetitive and hard to fully optimize.
Finance tracking is limited to basic reports with multiple levels or drill-down...hard to fully grasp without exporting data and massaging in something else (like Excel).
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I've been fully impressed with the tool so far in my 6 months of being a daily user. It's rare to run into an issue that can't be solved. Customer service is quick to respond and are usually very helpful. The price is great for the upgrade we got from our past tool. We hit our ROI within the first month.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We have been a customer since 2015, we have gone to market and find that UKG Pro product is both user friendly for administrators as well as the employee. The qualify of support and service of UKG team is valued and we trust the product.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
For one we're in way too deep to not move forward with Adaptive. We're integrated with Workday, we do a ton of reporting with Adaptive, and it's working very well for planning and forecasting. No reason to look back or change course.
It is easy to use. It has an option to favorite commonly used functions, such as timekeeping and payroll. The app is easily accessible and easy to use, thanks to a quick-use option. This can be managed remotely and is great for all things HR for a company employee.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
It gets the job done, but not with a few deep sighs. Once you know where stuff lives, it's manageable, but the first learning curve is steep, some menus feel buried. However, it's consistent, reliable and doesn't crash on me, which counts for a lot. With a little UI glow up it could push into a 9 zone.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
It is an easy transition for Excel users, with more built-in analytical tools and no need to build formulas. It also has built-in reporting and integration with Microsoft Office products such as Excel and PowerPoint. For non-Finance users, there's an initial learning curve to get used to the tool.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I like that the availability in using Rippling at any given time is useful to me. Getting on the site freely when I need gives me security of knowing that I can be in control of viewing health insurance and hours information. I have yet to get any errors in using the Rippling app.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
For the most part UltiPro has been reliable, but it could definitely be better. There have been several notable server issues where we were unable to access the product or unable to utilize some of the features. Customer support is usually quick to respond to questions about these issues, but they do not proactively reach out to customers whose environments have been effected by outages
There haven't been any lately. The only one issue I can think of is when there was an update in Adaptive that altered our reports. Before I realized there was an issue, Adaptive reached out to let me know, so that it could be fixed.
Rippling's performance has been great, no errors or glitches yet so far. I am confident that Going from one page to the next and all its complexity usage does not lag or times out, it works effectively and efficiently. While using Rippling and other apps it does not tend to slow it down, works great. No complaints.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Normally UKG Pro loads quickly. We had been having major issues with reports running in a timely manner but recently they broke out our virtual server to another instance where is wasn't sharing resources and that seems to have helped reporting run more efficiently.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
All aspects of Adaptive Insights perform well. One area that I wish was quicker was integration. When importing data from Intacct our accounting ERP platform, it can sometimes take 4 hours for the import to process. The earlier imports are done, the quicker they complete. My estimate for a quick upload is about two hours.
I have contacted support one time, and I was assisted by the Artificial Intelligence bot. Not only did it help with my inquiry, but it also went the extra mile by suggesting other options. I was looking for a feature I could not find, and it was very helpful. It would be nice also to chat with an actual person.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
The quality of UKG Support is related directly to the UKG rep. who handles the issue. In some cases you get someone who really is good at supporting the product and others may not have as much experience and it shows
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Whenever we have had any questions, issues, or concerns, the support has been quick and thorough. [This] allow[s] us to be able to fully resolve any issues, or be connected with the right group quickly to attain the result we were after; be it from simple formatting to adding new detailed reporting.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I've been to a few in-person (hands on) training sessions and it is very similar to the online classes. You have the same reference material to look back on after the training. So regardless of in person training or online you really get the same thing.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
This was extremely helpful so that they could walk you through the model and teach you more about the complexity of various areas. It is most helpful when it is specific to your organization's model. The larger in-person trainings were helpful but they tended to be more generic and entry level. The trainings that are more tailored to your specific needs are the most helpful.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Most of the online training was very generic (to be expected) but we had specific requirements for configuration that could have been better addressed with more individual sessions earlier on from our project team. However, we did finally begin booking training sessions with our implementation team which were recorded, and so provided additional information for how to correctly configure and test the system.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
They often times tended to be way too generic or entry level. They would also become sales pitches to upgrade or get new Adaptive Planning products. The questions in the training would be very niche and specific to other organizations. They were rarely helpful to the group at large.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
It's really easy to implement in comparison to other tools or applications. Different key points are easily configured and implemented as per need, having different configurations in systems. Implementation is something which binds the different parameters of an organization in a single row. Implementation of rippling is much easier, quicker, and error free than any other software. I recommend it strongly!
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Make sure you have all of your tax account information with all the states you are registered in available and that you are knowledgeable about the filing status, frequency, etc. We had some unique challenges with our state unemployment tax set up that I was not aware of and needed to be addressed prior to going live. Working with the state unemployment office can be a challenge.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Trust the expertise of very strong 3rd party implementers. Having deployed Adaptive at a separate company before, I thought I knew it all (hubris, I know). Fortunately, I began to (very quickly) trust the judgment of our Carlson implementation team, and they provided invaluable insights and best-in-class processes that have benefitted me and my team greatly.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Rippling has a much more modern, user-friendly approach, and it continues to build out their product suite to help create a seamlessly integrated eco-system. BambooHR is also more modern, but doesn't seem to have the broad product suite that Rippling is pursuing. UKG felt so disconnected and archaic to work with... quite painful, actually. I really like that Rippling has been extremely supportive with the onboarding process, ensuring that you work with various members of their implementation team to get things up and running which leads to a better experience and quicker ROI.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
We used ADP WFN prior to switching to UKG. We interviewed three different payroll companies to see what our options were. UKG stood out and aligned with our company values. The sales team was very helpful and asked questions about what we were currently doing and how they could assist with simplifying things. I personally had a side meeting with them to see if there were options for a process that we manually process and if UKG could actually eliminate the process. We came to the conclusion that we weren't able to get it 100%, but we could pull 80% of what we needed from UKG, and then we would only need to manipulate 20% of the information. It was also determined from that meeting that we wouldn't need to pay extra to have a special report built. The customer service is what we were sold on. The other companies that we looked at didn't give us the confidence that their customer service would be any better than what we previously had.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Workday became our choice because it is fully web-based and easily integrates with other systems. The learning curve for Workday was shorter than that of Dynamics. The reporting tools in Workday are more user-friendly than that of Dynamics. However Workday did not have Check Printing tools which are available in Dynamics. The organization started a project to digitize all financial transactions so it was not a priority feature. When it comes to scaling up the functionalities of Workday it was much easier than Dynamics.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I can go on here and see all my hours and pto plus health benefits. I like to have the work handbook handy to refer to legal things. How to work my role within it's limits. Being able to put in my hours and view when they are approved is a huge benefit for me.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
We went from 2 users to 70+ users over a 2 year period of time. The application scaled wonderfully. 65 of those users were non-finance users so they were able to quickly learn the software and prepare budgets quickly and efficiently. That is the power of Adaptive and its ability to scale
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
My company acquired another company, and with a UKG partner, we were able to bring them online in UKG within two months of the acquisition date.
When COVID sent us remote, we could configure custom fields to track vaccination status.
The C-suite can get custom reports done in minutes, or ours, where our previous HRIS would have taken days to accomplish, as data would have had to have been exported to Excel and then manipulated inside Excel.
UKG has allowed to go virtual paper free as both a candidate and employee.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
It's facilitated a better financial literacy and management by the non-financial managers in the company, giving them a much better ability to see what they're spending, control it, and plan better in the future.
It's hard to quantify the ease of model and version management, but we could never do what we're doing now with our current staff. It would take a small army to replicate anything close to what Adaptive pulls off using Excel, if it's even possible.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
