Realm Reviews & Product Details

As a buyer, Realm was one of the easiest cases ever. Realm was one of the few companies for which the DPA was a slam dunk approval. After signing the contract, we got as much training as needed from Realm wizards and all customers get a 30-day trial period to decide if it fills the need or not.

The collaboration with Realm is so quick and close in the same channels we use internally that sometimes it feels we are part of the same company. I am very grateful to Miika for going the extra mile over a weekend to deliver one very important feature for us that did not fit in their sprint. The OCR feature is fantastic for my support team, meaning that Realm can read information from the screenshots sent by the customers as every second of our support tickets includes a picture.

Phone support is important to us, and Realm plays a key role in streamlining that process. The CEO himself helped us to have a perfect prompt to have an automatic AI summary on each phone ticket. In our case this automated AI summary saves roughly one full support agent's worth of work, freeing the team from manual typing to focus on customers and after launching this feature, our team-wide SLA has been cut in half.

Integrating Realm into our internal process has helped significantly, enabling our whole staff to adapt their ways of working so that each role finds the advantages of AI in their own role.

We are part of Vitec Software Group, a group of 50 SaaS companies. We were the first to start with Realm, and now many other Vitec companies are using Realm thanks to our positive experience with it. Review collected by and hosted on G2.com.

I wish Realm would be more specific when prompting it to find numeric data from Jira tickets. You have to guide it quite a bit and limit the projects, but this is also due to our huge mass of Jira data for Realm to index. Review collected by and hosted on G2.com.

Realm’s one of those tools my team and I rely on without even thinking about it. It’s gone from “nice to have” to genuinely indispensable.

It stands out in how well it plugs into everything. It’s embedded across our systems, such as Slack, Zendesk tickets, Drive, and more. All information comes back with clear citations, which makes a big difference to us. You can see exactly where it came from and use it with confidence straight away.

The ability to create agents is simple and intuitive, and actually useful. You can set them up with time-based or action-based triggers so they’re working in the background without you needing to prompt them. Running a Support team, I now have Realm agents notifying me on Slack when tickets or incidents hit a certain set of criteria I’ve defined. I also get daily summary reports to keep me on top of anything noteworthy. That background work is where Realm really stands out for me.

When you do need outputs, being able to export directly into Word or Docs makes it easy to go from insight to something shareable without extra steps.

We work closely with the Realm team, and they’re incredibly responsive and quick to act on feedback. I'm very happy to endorse this product. Review collected by and hosted on G2.com.

There’s nothing I dislike about Realm. That said, I’m looking forward to a few additions, like more best practices for agents and workflows, and a clearer feature roadmap. Review collected by and hosted on G2.com.

Realm is very simple to use, yet still highly configurable. It offers multiple integrated LLM services to choose from, and each agent can be tailored with custom instructions and specific data sources. We connected our Slack, Gong, Drive, and Salesforce instances, which has made Realm our central source of truth for organizational knowledge. We use it for everything from competitive intelligence and sales call planning to drafting RFP responses. For RFP responses in particular, our time spent has decreased by about 80%, and we didn’t need to purchase a dedicated RFP management tool. Review collected by and hosted on G2.com.

The company and platform are still relatively new, so a feature is occasionally missing. That said, the team is very responsive to client feedback and will quickly add what’s needed or fix the issue. Review collected by and hosted on G2.com.

The ability to connect multiple sources and quickly build an AI agent network to support go-to-market processes is a real strength. The best part is how fast I can experiment, iterate, and deploy a new version for use, then see the impact in real usage. Review collected by and hosted on G2.com.

My appetite for new ideas keeps growing as I use Realm, and I’m constantly coming up with fresh business use cases for Realm team. I need to be patient while the team develops the features I’m looking for or connects to the new sources I need. Additionally Realm is still sometimes lacking in connecting to large non structured data masses, I need to break it down ot smaller tasks with multiple agents or reduce the time horizon. Review collected by and hosted on G2.com.

We loved working with the Realm team. They showed a genuine interest in helping us scale our GTM org, supporting new joiners as they onboarded onto a very technical product, and setting up the specific integrations needed for Realm to work in our environment.

It was a really easy lift to get everything set up, and the ramp-up for the teams to adopt it was short. Once we went live, a lot of people started building their own assistants, and we successfully deployed some workflows so team members can work more efficiently.

Overall, the team at Realm feels like a true partner. Review collected by and hosted on G2.com.

There’s honestly nothing I dislike about it. I’m quite a fan of Realm. Review collected by and hosted on G2.com.

I use Realm for easy access to our internal data and documentation, and to create agents that can act on this data automatically. It has solved the issue of having our data and documentation spread over many different systems, providing an easy way to access all the data and documentation from one place. The tool is really easy to use and intuitive, saving us a lot of time and has become an integral part of our workflow. The collaboration with the Realm team has been nothing but great, and the support they offer has been absolutely outstanding. It feels like a collaborative effort between our team and Realm's team to keep improving things, not just in the product, but also in our ways of working and getting the most out of the solutions Realm offers. Review collected by and hosted on G2.com.

Realm's development moves at a very fast pace, and sometimes features can get rolled out faster than we can keep up with. Not all expected functionalities are always present when a new feature gets rolled out. As part of this fast pace, the documentation and training/onboarding material can be a bit lacking as well. Review collected by and hosted on G2.com.

The ease of use is definitely the biggest highlight. You can get up and running with AI agents almost immediately without any steep learning curve, making it an easy tool to use even for non-technical stakeholders. On top of that, the customer support is phenomenal – we are working closely with the team; they are highly responsive, helpful, and genuinely care about your success. It’s also exciting to see how fast the product is evolving – the team is steadily rolling out new features and updates that consistently add value. Review collected by and hosted on G2.com.

Because the team iterates quickly, you can sometimes see a minor hiccup here and there. Still, it’s a natural tradeoff for rapid innovation, especially since they’re genuinely invested in feedback and consistently use our input to steer development. As I keep finding new ways to leverage the platform, I mostly just need a bit more patience while they build out the capabilities I’m excited to see.

Right now, there are a few bottlenecks for more advanced use cases. I’d really like deeper control for power users, especially around mass prompt tuning and advanced agent configurations. In addition, working with large data volumes can be challenging at the moment, requiring us to break the workload into smaller chunks with multiple agents or narrow the timeframe. The platform also doesn’t have a built-in way to persistently store information, which leaves us relying on somewhat clunky workarounds, like Google Sheets. Overall, however, these critiques mostly reflect my eagerness for what’s coming next, and I’d love to see a clearer, more transparent product roadmap. Review collected by and hosted on G2.com.

Realm feels like one of those tools that qsneaks into your workflow and then suddenly you can’t imagine life without it. It’s fast, intuitive, and actually solves a real problem instead of inventing one to justify its existence. The ability to centralise knowledge and give our teams instant access to the right answers has had a genuinely meaningful impact on how we operate.

Building agents for various use cases has been fun and leaders across the org have done this with ease, even the less tech savvy teams. The AI is smart without being annoying, helpful without being overbearing, and flexible enough to adapt to how we work rather than forcing us into some rigid, vendor-designed utopia that only exists in a pitch deck.

But the standout has to be the team. Working closely with them has been genuinely brilliant. There’s a strong, trusted relationship there. They listen, they move quickly, and they actually care about outcomes rather than just ticking off feature releases. It feels like a partnership, not a vendor relationship. That alone is worth its weight in gold.

If you’re drowning in RFPs, tribal knowledge, Slack archaeology, and endless internal questions, Realm is an absolute no-brainer. It helps you move faster, look smarter, and scale output without burning out your teams.

And if you value working with a team you can genuinely trust and collaborate with, Realm ticks that box too. Just be warned. Once your teams get used to instant answers and AI-assisted workflows, there’s no going back. You’ve been spoiled. Review collected by and hosted on G2.com.

Because Realm is moving fast, sometimes you can feel that pace. New features land quickly, and occasionally you want just a little more polish or documentation before they ship. That said, the flip side is that your feedback actually shapes the roadmap, which is rare and massively appreciated.

There’s also a learning curve if you want to unlock its full potential. It’s powerful, which means you get out what you put in. But once you invest that setup time, the payoff is very real. It's easy to set up, but will take some time to get it nailed in full. Think about Netflix - when you have lots of films, picking one to watch takes the longest time. When Realm has lots of things you can do, knowing where to start is often the biggest battle when you're a tech nerd. Once you nail your own ideas down, or get their team to keep you focussed (thanks Miika!!), then you're flying. Review collected by and hosted on G2.com.

Realm to me is an all-in-one AI assistant knowledgebase, which works great for searching company knowledge from a various connected data sources, but also a very good and also really excellent tool for creating RFQ content and filling out endless questionnaires for common questions, nobody would like to answer twice. As a Bid Manager this has really cut down my time spent on answering the same repeated questions that appear in most tenders. Review collected by and hosted on G2.com.

The product itself is excellent and functions very well. However, there is a learning curve when it comes to configuring bots and agents, which can take some time to master. While creating basic AI content with Realm is straightforward, especially when using connectors or existing company documentation, producing truly outstanding content requires the AI tool to understand your organization's specific needs. This involves configuring various agents for particular purposes. Naturally, this level of customization isn't available immediately, but once you invest the time to tailor the setup, you can overcome this challenge and generate high-quality, knowledge base-driven content. Review collected by and hosted on G2.com.

Realm saves me probably 10 hours per week by eliminating the need to fill out various RFP forms, mutual success plans, and business cases for customers.

I'm also a heavy user of the Slack bot for company search.

The team is moving fast and listens to our feedback. Review collected by and hosted on G2.com.

Figuring out all the options for AI agent builders requires a bit of a technical mindset. Review collected by and hosted on G2.com.