Data Center Management Software

Devices that are offline are shown as unhealthy on the dashboard which I would prefer to not be included in the statistics. It does let me customise other health information though which is good.

I wish I could run patching/scripts on a scheduled basis if its missed, I think this is an upcoming feature.. Review collected by and hosted on G2.com.

OS and Software patching and showing at a glance which devices this has failed on, and most importantly for us being able to automate scripts on devices which helps us keep other aspects of the workstations up to date.

I also now have it monitoring my online servers as an uptime monitor to see if they are offline so I can find out before my users tell me.

It is also providing us with backups and I can quickly access them via NinjaOne to download a file a user has mistakenly deleted. There is also an option to do a full image restore which we have been able to do when transferring a broken workstation into a virtual machine which is something we would not have been able to easily do before NinjaOne.

We also use it for MDM to ensure that company owned iPhones are being updated and we can remote wipe them and change passcodes if users forget them. Review collected by and hosted on G2.com.

To be completely honest, this is the best tool I have used for data observability and large-scale data quality checks. However, if I had to mention one drawback, it would be the extra features that come with the integrations. For example, MC attempts to display traces from our Airflow integration in several areas, but I have noticed that the information is not always accurate in some places. I have observed a similar issue with the dbt integration as well. Review collected by and hosted on G2.com.

This is one of my favorite technology I have ever used. I really love it's out-of-the-box ML monitors that provide us alerts whenever an anomaly is detected and in majority of the cases it's a true positive. Data quality is critical for any organization and being able to manage it across the organization without spending a lot of time on it is something really great. Monte Carlo empowers us to do this in the most efficient and optimized way. It has a wide range of standard monitor templates using which we can quickly create table monitors and also provides customization to the level where we can define monitors using YAML code! It's helping us detect any data quality issues very quickly and also provides a nice lineage and the impact analysis. Review collected by and hosted on G2.com.

The pricing model can become expensive for large-scale queries without proper optimization and cost monitoring. The learning curve for advanced features and query optimization techniques requires time investment. Limited support for certain data types and occasional complexity in debugging nested queries could be improved for better developer experience. Review collected by and hosted on G2.com.

BigQuery has solved our massive data processing bottlenecks by enabling real-time analysis of terabytes of data that previously took hours to process. This has accelerated our decision-making process, reduced infrastructure costs by eliminating the need for on-premise data warehouses, and empowered our team to run complex analytical queries without waiting for IT support. The serverless model has transformed how we handle data at scale. Review collected by and hosted on G2.com.

Honestly, one thing that can be a bit of a pain is Snowflake's cost management - it can get tricky to optimize costs, especially with complex queries or large data volumes. And sometimes, the learning curve for advanced features can be a bit steep, especially for new users. Review collected by and hosted on G2.com.

Snowflake streamlines our data analytics with its scalability and performance. It handles large data volumes, integrates seamlessly with tools like Tableau and Power BI, and features like automatic scaling and data sharing enhance collaboration. However, cost management can be tricky, and there's a learning curve for advanced features. Review collected by and hosted on G2.com.

One of the major challenge that we face while working with Databricks data intelligence platform is that you cannot use this tool with a single data scientist you will have to keep a team of professionals who can deal with large data and create multiple graphs and analytics according to available information and this complete activity involves lot of financial investment Review collected by and hosted on G2.com.

This software help us in making sure that all the data of different departments are accommodated in a same software so that access can be easier and decisions can be taken much quicker. With the help of this tool data of all the departments like finance, operations, sales and marketing are screend in one time and thoroughly interchecked too. Review collected by and hosted on G2.com.

We usually used the Screenconnect Remote Access client. The Splashtop access does not always connect to the remote computer. It often failed so we found ourselves using Screenconnect. We also tried Teamviewer but their method of launching Teamviewer from within Atera is a little clunky.

Their hardware inventory reports leaves something to be desired. It's kind of hard to find, not named in a way that makes it easy to find. It has both too much information and not enough information at the same time - at least in a format that is useful to me. Often times, I would like to just get a summary of Name, CPU, Memory, Drive Size, to be able to tell if I need to replace an older system. Most of the available reports flood me with too much information (pages) that I have to slog through each PC one by one to get the information I need, and then I have to hand assemble that into my own summary that is much more concise.

Atera is a polished, well running experience, but I couldn't help but feel there were a couple things missing. Nothing I could ever exactly put my fingers on as they hit all the basics really well, but it may have just been things that I would only use occasionally. They are constantly adding and improving the product, which is nice. Review collected by and hosted on G2.com.

We mostly needed remote access (ie, something that ScreenConnect or Teamviewer could provide) to provide remote support to our customers. The extra RMM capabilities where systems can be monitored, alerts given for low disk space, high temperatures, low toner, are nice. Proactive alerts are handy for knowing about potential problems before they become larger. We were small enough not to need the ticketing component, we usually solve problems on the first pass and don't need to track them, but the system to create and track tickets is good and worked well on the few occasions we had to play with it. The reports are handy, and extremely in depth - more than we needed. Review collected by and hosted on G2.com.

It is good. Review collected by and hosted on G2.com.

DQLabs simplifies data quality management with its easy-to-use platform, advanced capabilities, and rich features like real-time anomaly detection and seamless integration with various applications, making data navigation and analysis more efficient. Review collected by and hosted on G2.com.

So far I do not have any complaints! Having been in MSP worlds for years and using every other tool out there, I can't seem to find an issue with this one! Review collected by and hosted on G2.com.

Multitasking by way of accessing devices remotely. I can be considerably more efficient using ME instead of walking to a specific location. Review collected by and hosted on G2.com.

I thoroughly enjoy using Data8 and have no dislikes regarding it. Review collected by and hosted on G2.com.

Data8’s Data Quality Solutions help us maintain strong data integrity by accurately identifying goneaways and deceased records. This is crucial for us, as it ensures our communications are appropriate, up‑to‑date, and respectful. By preventing misdirected outreach, we’re able to protect and uphold our reputation with our alumni and donor communities. The resulting confidence in our data allows us to engage more effectively and maintain the high standards expected of our institution. Review collected by and hosted on G2.com.

One of the things I dislike about Tines is that when working with run script events, I really miss having a more advanced integrated development environment (IDE). I understand that Tines is not intended to function as a traditional development tool, but having a more robust script editor would be very helpful when building more complex workflows. Features like autocomplete, more advanced syntax highlighting, or better error handling could significantly enhance the experience of writing and debugging code directly within the platform Review collected by and hosted on G2.com.

Tines helps us solve the challenge of integrating various tools and platforms into one seamless workflow. We use Tines to connect our messaging platform with other tools, allowing us to centralize communications and actions. For example, we can create comments in external tools directly from our messaging platform, ensuring that everything stays in one place. Additionally, we automate task creation for our teams, assigning tasks through Tines by simply filling out a form. One of the biggest benefits is the ability to generate PDF reports from our tools automatically, eliminating the need for manual report creation.

Tines has also enabled us to integrate and automate workflows between tools that don't have native integrations. This flexibility has significantly improved our efficiency across multiple areas of our work, allowing us to streamline processes, reduce manual tasks, and improve overall productivity. Review collected by and hosted on G2.com.

One potential downside of SAS Viya is that it can have a steep learning curve, especially for users who are new to SAS or enterprise analytics platforms. The cost of licensing and implementation can also be high compared with some open-source alternatives, which may limit accessibility for smaller organizations. Additionally, while Viya supports multiple programming languages, some advanced customization can still feel more seamless within the SAS ecosystem, which may reduce flexibility for teams that primarily work in open-source environments. Review collected by and hosted on G2.com.

SAS Viya solves the challenge of managing and analyzing large, complex datasets efficiently while streamlining the entire analytics workflow in one platform. It helps by reducing the need to switch between multiple tools for data preparation, modeling, and deployment, which improves productivity and collaboration across teams. The platform’s scalable, cloud-based computing allows analyses to run faster and handle larger datasets, leading to quicker insights and better decision-making. For my medical projects, I needed quick and reliable statistical analyses, and SAS consistently provided accurate, reproducible results. Additionally, its built-in governance and model monitoring help ensure reliability, transparency, and compliance, which supports consistent and trustworthy outcomes. Review collected by and hosted on G2.com.

Red Hat Smart Management exhibits strong integration with Red Hat products, which may pose challenges if considering a transition to alternative vendors down the road. Additionally, apart from these overarching concerns, a number of users have expressed criticisms about specific aspects of Red Hat Smart Management:

1.Navigating and utilizing the reporting system can be somewhat challenging. 2.While capable, the performance monitoring features may not match the robustness found in some competing products.

3.The support for non-Red Hat systems is somewhat limited. Review collected by and hosted on G2.com.

Improved security: Red Hat Smart Management can help organizations to improve their security posture by providing a centralized view of all RHEL systems and by automating patch management.

Increased compliance: Red Hat Smart Management can help organizations to comply with industry regulations by providing compliance reporting capabilities.

Improved performance and reliability: Red Hat Smart Management can help organizations to improve the performance and reliability of their RHEL environments by providing performance monitoring and troubleshooting capabilities. Review collected by and hosted on G2.com.

The record limit is one of the constraint that is always a concern to keep to our license subscription. Review collected by and hosted on G2.com.

It is helping by giving us a cleaner data by reducing duplicates, data consistency, verification and completeness of information. Review collected by and hosted on G2.com.

Downside is, Overall , in view of compliance sometimes PII uploaded to s3 can be identified with Macie. But when its an image or pdf containing photo copies of such personal sensitive information its hard to identify. It might be stored on the ec2 or s3. But figuring out it is complex. We do have OCR techniques in some services, which can trigger ec2 playbooks. Yes , it can be achievable with right problem solving technique and using the required services. Review collected by and hosted on G2.com.

Security Patches, Trigger based actions on infrastructure. Logging for IOC identifications. Many more. Review collected by and hosted on G2.com.

Very unreliable. Easy to get the UI to break doing pretty basic flows. Server often errors either silently or with cryptic errors, reflecting poorly on our product as it leaves us to take the blame Flatfile's instability. Their status page professes a very high uptime rate, but anecdotally after interacting with their API on a near-daily basis for the last several months, I would take their uptime claims with a grain of salt; what's the use of the server being online if it responds with 500s anyway on what should be a valid network request? Lacks adequate customizability. Review collected by and hosted on G2.com.

It's supposed to solve the problem of ingesting CSVs but is more of a headache than it's worth. I would much rather write the functionality myself. There isn't anything Flatfile does that really makes them unique or gives them a moat IMO. Review collected by and hosted on G2.com.

Slow Performance in dashboards while retreving data for larger Environments.

For Smaller Organisations, Pricing may be high compared to other Alternatives. Review collected by and hosted on G2.com.

Unified IT Infrastructure Management

Automated Incident Management

Cloud and Hybrid Monitoring

AIOPS Review collected by and hosted on G2.com.

I’ve been using Demand Tools for over a year, but recently, as a Salesforce developer/Admin, I noticed a major gap when comparing it to Salesforce Inspector. In Salesforce Inspector, we can perform all DML operations directly, and it automatically detects the primary key while mapping data. It also displays detailed errors next to each individual record during operations, making troubleshooting easier. In contrast, Demand Tools still only shows an overall error summary, without record-level error details — a feature I believe it’s still missing. I dislike about this implementation missing in Demand Tools. Review collected by and hosted on G2.com.

Demand Tools makes bulk data work in Salesforce so much easier. I use it for updates, uploads, and cleaning up duplicates, and it’s saved me a ton of time compared to other tools like data loader. It’s faster, less error-prone, and takes a lot of the hassle out of managing large data sets. Review collected by and hosted on G2.com.

that we only just started using it, haha! Review collected by and hosted on G2.com.

Helping us move away from cold leads towards HOT leads Review collected by and hosted on G2.com.

For people who are not very familiar with computers, installation and getting started can be a challenge. Clear guidance and some additional explanations are sometimes necessary for the experience to be fully positive. Review collected by and hosted on G2.com.

TeamViewer allows me to help my family and friends remotely, especially to perform security updates or updates from the Microsoft Store. The tool greatly simplifies technical support without the need to travel. Even when users explicitly give me permission to intervene, it can be difficult to explain the concrete benefits to them. Many do not realize that updates — even those automatically deployed by Microsoft — enhance the security and stability of their device. It is therefore important to remind them that they always remain in control: I can only access their computer when they authorize it, and only for the duration of the session. Review collected by and hosted on G2.com.

The user interface of DQE One seemed a bit outdated to us, but it didn't bother us too much and didn't have a significant impact on our use. Review collected by and hosted on G2.com.

DQE One primarily addresses three critical issues we had.

The first concerns the normalization of addresses. Our databases (notably those of POIs) often contain poorly formatted, incomplete, or inconsistent addresses, which complicates their daily use, for example, for geolocation, deliveries, or territorial analyses. With DQE One, the API standardizes addresses in real-time, with an accuracy we have found to be superior to that of competing tools.

The second issue is integration into our existing pipelines. Normalization solutions are often cumbersome to deploy, especially in constrained technical environments (e.g., daily pipelines, microservices architectures). Here, the API is designed for quick integration, with clear documentation and simple endpoints. This fits well with a "lean" approach: in the end, we saved time on the technical teams' side and reduced friction.

Finally, DQE One helps us reduce operational risks. Incorrect addresses can lead to failed deliveries, biased analyses, or non-compliance (e.g., GDPR for customer data). The tool's accuracy limits these risks, which was essential for us, as data reliability is a cornerstone. Review collected by and hosted on G2.com.