Databricks offers the Databricks Lakehouse Platform (formerly the Unified Analytics Platform), a data science platform and Apache Spark cluster manager. The Databricks Unified Data Service provides a platform for data pipelines, data lakes, and data platforms.
$0.07
Per DBU
Guru
Score 9.6 out of 10
N/A
Guru is a knowledge platform designed to serve as what the vendor describes as an AI source of truth for enterprises. It connects information from tools like Slack, Teams, Google Workspace, Salesforce, and other systems into one governed, permission-aware knowledge layer. Guru delivers cited AI answers, chat, and research directly within existing workflows, to enable employees and AI assistants to access verified knowledge securely and efficiently. The platform combines…
$25
per month per user
Verint Knowledge Management
Score 8.7 out of 10
N/A
Verint Knowledge Management aim to help agents find and share the information needed to answer both customer inquiries and questions they may have themselves. The solution helps ensure the answers agents access are consistent, up to date, and easily accessible.
N/A
Pricing
Databricks Data Intelligence Platform
Guru
Verint Knowledge Management
Editions & Modules
Standard
$0.07
Per DBU
Premium
$0.10
Per DBU
Enterprise
$0.13
Per DBU
Team
$25
per month per user
AI Source of Truth Platform
Custom
KM Professional
Contact Sales
per year Per Interaction
KM Enterprise
Contact Sales
KM Enterprise
Contact Sales
per year Per Interaction
Offerings
Pricing Offerings
Databricks Data Intelligence Platform
Guru
Verint Knowledge Management
Free Trial
No
Yes
No
Free/Freemium Version
No
No
No
Premium Consulting/Integration Services
No
Yes
Yes
Entry-level Setup Fee
No setup fee
Optional
Optional
Additional Details
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Guru provides a tailored platform and expertise package based on an organization’s scale, knowledge complexity, and AI maturity.
Each engagement includes the full AI Source of Truth platform along with implementation guidance, knowledge architecture design, and ongoing optimization. Pricing is customized to ensure the right fit for enterprise systems, governance requirements, and AI initiatives.
Best suited for mid-market and enterprise organizations.
Compared to Confluence by Atlassian I can say there are quite similar but I have enjoyed my time more while using Guru. They both offer a well designed interface, ease of use and ease of access to its content, third party apps integration and the browser extension which further …
Medium to Large data throughput shops will benefit the most from Databricks Spark processing. Smaller use cases may find the barrier to entry a bit too high for casual use cases. Some of the overhead to kicking off a Spark compute job can actually lead to your workloads taking longer, but past a certain point the performance returns cannot be beat.
Guru supports the collaboration async across teams, and my experience so far was amazing both with the tool and the teams that I've been working with. I can easily rely on one single platform for all our internal knowledge management. Guru has been incredibly valuable for our knowledge management. I integrated it with multiple sources, from Gong to Asana, Google Drive, and more, and now we can easily rely on one single platform for all our knowledge needs.I especially love that you can verify content and schedule review timelines, which helps ensure everything stays up to date and that our information remains accurate and reliable.Honestly, I wouldn’t switch to any other platform. Guru covers all of our internal business needs perfectly.
Verint KMS is great for organizing content by categories for different teams and by different topics. It is easy to search and the Related Content makes moving from one piece of content to the next relevant piece quite easy. On the authoring side, the ability to schedule publishing or expiration is very handy. It is also really easy to make edits and have content ready and published for readers quickly. Verint's KMS isn't well suited if your users wish to be able to organize their favourited content or if you need a wide-range of options on the authoring end of things.
Easy to learn. Anyone can make cards and use the AI to make them professional.
Answer questions about my business, essentially a wiki for everything we do.
The research mode is amazing. Full reports on various types of information including some rather complex topics. Complete with citations of where the information came from.
Admins can manage a hierarchy to keep information secure and available to the correct people.
The tools to submit and manage user feedback are very effective - they help us respond quickly and interconnect the feedback to the applicable content.
The end user experience is clean and feels familiar, making it optimal to support a group of people who generally have never experienced a KM application before.
Our audience responds well to our ability to insert images, GIFs, videos, PDFs, and more into our content.
The "My Library" session could be simplified. Whenever we access it, instead of going to "Following" Gurus, it can directly open the folders I created and save my favorite Gurus.
When keywords are not organized, it can be a little tricky to find a card if there are many similar articles.
When there are many updates on the same card, they are stacked at the top of the page, making it difficult to view the card.
The authoring side could be improved with additional options for fonts and easier formatting for table content. I have issues with trying to add colour to one portion of a table and not the other, so I have to resort to creating in Word first and then copying over to Verint. There is also no option to create steps in one row and the next step in the next row. I end up just adding 1., 2., etc. manually.
Many users would like to be able to organize their bookmarks into folders and the system doesn't allow this. Many have taken to creating bookmark folders in Microsoft Edge instead.
There were a few bugs that went on for a few months that made the initial launch of the KMS more difficult for the users and on the authoring side. The issues were with how the search results came up and what displayed for related content. It wasn't the best first impression for our agents using the system while on calls and made it more difficult. The issues were fixed after a few months of use.
I rated Guru a 9 out of 10 for renewal likelihood because it has significantly enhanced our processes and customer satisfaction in the automotive rental company. Guru’s user-friendly interface and organized knowledge base make it easy to access and update essential information, which is crucial for maintaining high operational standards. The tool’s integration with other platforms, like the Guru Chrome extension, streamlines our workflow, increasing efficiency and productivity. One of the standout features is the ability to favorite cards, allowing quick access to frequently used information, which saves time and ensures accuracy in customer interactions. Additionally, Guru’s analytics feature helps us identify which resources need updating, ensuring our knowledge base remains relevant and effective. The only reason it’s not a perfect 10 is occasional slow performance and occasional inaccuracies in search results. However, these minor issues do not overshadow the overall benefits Guru provides. Its consistent updates and reminders further enhance our ability to deliver excellent customer support, making it an indispensable tool for our team.
Because it is an amazing platform for designing experiments and delivering a deep dive analysis that requires execution of highly complex queries, as well as it allows to share the information and insights across the company with their shared workspaces, while keeping it secured.
in terms of graph generation and interaction it could improve their UI and UX
The functionality of Guru for me and the org as a whole cannot be understated. It does the things it needs to do like knowledge Management and Resource Sharing at a very high level with extra features like comments and groups to improve quality of life for the near future.
Verint KM has many features that - when used the 'right way' can expedite search, content usage, and maintenance. Unfortunately, not all end users want to be bothered with 'the right way' and are looking for simplistic and predictive options (which any KM solution would be hard-pressed to deliver).
Highly reliable day‑to‑dayGuru is consistently available when I need it. The platform loads quickly, search works reliably, and I rarely experience downtime or slow performance. It’s dependable enough that teams can trust it as a daily source of truth. Minimal unplanned outages or errors. In my experience, unplanned outages or errors are extremely rare. Even during high‑usage periods or heavy workflows, Guru remains stable and responsive.
Pages load quickly and consistently. Guru’s interface is lightweight, so cards, boards, and search results load fast with very little lag. Even when navigating between collections or opening larger cards, performance stays smooth and reliable. Integrations perform well without slowing systems down. Using Guru through the browser extension or Slack integration doesn’t noticeably impact performance. Cards surface quickly, and interacting with the integrations feels just as smooth as using Guru directly.
One of the best customer and technology support that I have ever experienced in my career. You pay for what you get and you get the Rolls Royce. It reminds me of the customer support of SAS in the 2000s when the tools were reaching some limits and their engineer wanted to know more about what we were doing, long before "data science" was even a name. Databricks truly embraces the partnership with their customer and help them on any given challenge.
The only reason I do not give it a a ten is because I think there is still some room for improvement in meeting the different time zone needs of their customers, but overall their support is top notch. Friendly, capable, and quick.
The support and development teams for Knowledge are exceptional. They are attentive and truly care about the experience of their customers and their goals
I would rate the in-person training for Guru a solid 9 out of 10. The session was incredibly valuable as it provided comprehensive insights into using Guru effectively. I learned a lot about the tool's functionalities, which significantly enhanced my proficiency and confidence in utilizing Guru for my daily tasks. The training was engaging, informative, and tailored well to ensure I could apply what I learned immediately. Overall, it was a highly productive and beneficial learning experience.
The online, on-demand training available was very good. I do wish we had done live online training as an org so that everyone had the same opportunity to learn the value and best practices. I completed the online, on-demand trainings personally, then turned around and taught the org, but I wish I had let the Guru experts do the heavy lifting for me!
You will need a very strong team of guru champions in order to get EVERYONE and EVERYTHING on Guru, it takes some craziness and over talking about guru everywhere to get people to be exicted, contribute and use. If you are starting any kind of buisness and you need KB, just go for guru as fast as you can because when you will grow you will thank yourself.
The most important differentiating factor for Databricks Lakehouse Platform from these other platforms is support for ACID transactions and the time travel feature. Also, native integration with managed MLflow is a plus. EMR, Cloudera, and Hortonworks are not as optimized when it comes to Spark Job Execution. Other platforms need to be self-managed, which is another huge hassle.
The platform is unique, comprehensive, and uses AI. These are standout features. I also like the verification process and the ability to search from anywhere or on any browser. Guru enhances productivity and knowledge transfer when someone leaves an organization. Guru's interface is very user-friendly and can be trained quickly with new hires.
All of these tools were very useful and practical. For our decision, it came down to understanding our core audience - we determined our average associate was largely unfamiliar with call center and office work in their prior work experience, and as such they would not have previously worked in a KM application before. To help adoption, we sought the solution with the simplest and most familiar interface, and based on internal focus group feedback, that was Verint KM Pro.
Guru is somewhat expensive compared to what our org is typically willing to spend on software solutions. Additionally, there is a price difference per seat when paid monthly versus annually, which was a big downside for us as my company didn't want to commit to an annual cost.
Easily deployable across multiple teams and departmentsGuru is designed to scale horizontally across an organization. As teams grow, it’s simple to create new Collections, Boards, and permission sets without disrupting existing structures. This allows each department to manage its own knowledge while still contributing to a unified source of truth
Guru allows our team to quickly reference available learning/knowledge materials with our clients on a daily basis and provide better support at every outreach
With that said, spreading those same resources across two major global teams in the USA and Germany can lead to some inconsistencies. The i-frame process is not very intuitive for this scenario and our team treats policy/procedural differences as separate card or article entities.
Guru allowed our organization to pioneer and establish a dedicated knowledge team component, of subject matter experts who work in tangent with existing resources, create new ones, and vet collective knowledge.
Content is easier to keep up to date and publish on an urgent basis.
Some users love the system, while others still find it difficult to find the information they need and miss the former guides we used. I think this is a result of the system issues that persisted for a few months after launch and will hopefully improve with time.
Users love being able to submit feedback and it makes it easier for errors, missing information and out of date information to be caught and fixed.
