Best Alternatives to Freddy AI (Key Limitations & Our Solution)

In this article, we'll cover:

• Common limitations of Freddy AI alternatives: Long deployment timelines, inconsistent answer quality, and weak integration with corporate chat channels like Slack and Teams.
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• How Risotto solves those problems: Our AI-native ITSM seamlessly integrates with existing ticketing systems, deploys in under a week, and auto-resolves (not just deflects) 20-60%+ of internal support tickets in Slack.
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• Other Freddy AI alternatives worth considering, broken down by category, so you can make an informed decision.
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Common Limitations of Freddy AI Alternatives and ITSM Chatbots

Risotto was born out of our co-founder Alex Confer's firsthand experience leading IT engineering teams at Dropbox and Gusto. He tried to automate tickets for his own team using existing solutions on the market, and ran into frustrations that will sound familiar if you've ever tried an AI IT help desk solution yourself:

🚫 Complex setup (spanning weeks or months) and heavy configuration, often requiring outside consultants

Most AI IT help desk solutions don't come with pre-built workflows out of the box. You have to build everything from scratch, which takes not only a significant time investment but also specialized expertise. And if you don't have that in-house, you're paying expensive external consultants.

Then, even after weeks or months of setup, the bot's answer quality is often highly inconsistent. 

And on top of the original implementation effort, you now have ongoing maintenance work. The ROI just doesn't feel like it's there for everything you've put in.

🚫 Limited ticket auto-solve potential, and vanity metrics like "deflection rates" masking the problem

With most tools, when an employee asks a question, one of two things happens: they get an inconsistent answer that often doesn’t actually help, or they get deflected to a KB article and told to figure it out themselves.

The result? 

Employees get frustrated with the experience (killing adoption), and they go right back to asking the IT team directly. This means your team is still stuck answering the same repetitive tickets you were hoping to offload.

🚫 Inconsistent integration with corporate chat platforms like Slack or Teams

Your employees are already asking questions in Slack or Teams. And from firsthand experience, we know that unless your AI help desk experience is centered in those channels, employee adoption and satisfaction will suffer.

The problem is that while most tools claim to work with Slack or Teams, in practice the integration is often limited and doesn't sync with your ticketing system the way it should.

🚫 Limited integration with existing ticketing systems

One of the biggest hesitations around implementing an ITSM chatbot is how it will work alongside your existing ticketing system. Will tickets be properly tracked and synced from Slack or Teams? Or will things fall through the cracks?

Many tools not only have limited ticketing integrations, but are also difficult to configure (rather than having pre-built integrations ready to deploy from day one). 

🚫 Limited multi-departmental capabilities beyond IT

Getting leadership buy-in to invest in an AI IT help desk tool is a tougher argument when the ROI is limited to IT alone. 

But when other departments (e.g., HR, Sales, Legal, Engineering) can also automate their repetitive tickets, it becomes a much more compelling investment for leadership to make.

The problem is that most tools don't have multi-departmental functionality built in out of the box, so expanding beyond IT becomes a major undertaking.

Note: These are just a few of the common frustrations we've personally experienced, and that our customers have shared when switching from other solutions. You can learn more in Risotto's Story: Reinventing IT Support with AI.
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Risotto Seamlessly Integrates with Your Systems & Auto-Solves 20-60%+ of Internal Support Tickets 

Risotto is our AI-native ITSM that deploys in under a week and seamlessly integrates with Freshservice, Jira Service Management, Zendesk, ServiceNow, and other existing ticketing systems, as these success stories will show you:

• Gusto: Auto-resolved 55% of tickets with Risotto (fielding nearly 3,000 tickets per month) and saved 114,000 hours of support wait time 

• Hazel Health: Auto-solved 28% of IT tickets and 35% of HR tickets, saved 4,269 hours monthly waiting on support 

• ThoughtSpot: Automated 48% of IT tickets and averaged a 6.5-hour resolution time (vs. 31 hours previously) 

• Jobber: Automated 38% of IT tickets and saved 2,747 hours waiting for ticket resolution
  

• Thinkific: Achieved a 45% resolution rate across departments (exceeding their 30% target) 

• Vidyard: Automated 80% of tier-1 requests during the first month and achieved a 2-hour average AI resolution time (vs. 4-6 hours for manual resolutions)

You get enterprise-grade functionality based on our co-founder Alex's experience leading IT engineering at Dropbox, but without the lengthy implementation timelines and maintenance burden you'd typically expect. Most teams are up and running in under a week.

Risotto works entirely within Slack or Teams by design. It's a core product philosophy of ours that employees should never have to wonder where to go for support. And all of this while maintaining seamless two-way sync with Freshservice or other ticketing systems.

Our north-star metric is auto-solve percentage: the share of tickets resolved end-to-end without human involvement. Because this is our core focus (rather than mere deflection rates), answer quality is significantly better, and most teams auto-solve 20–60%+ of their internal support tickets.

You can explore many examples of our AI agent's answer quality throughout our customer success stories. 
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Intelligent Multi-step Troubleshooting, Resulting in High Ticket Auto-Solve Rates 

Above is an example from our Thinkific case study of Risotto resolving a knowledge question. When its first suggested solution didn't work, Risotto suggested another solution that fully resolved the employee's issue instead of resorting to linking a KB article and calling it a day. It performed multi-step troubleshooting just like an experienced IT team member would. 

Notably, Risotto only provides answers it's confident in. If it's not certain, it won't guess. It will seamlessly escalate to an IT agent in Slack.
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Multimodal Capabilities: Understanding Screenshots, Not Just Text 

Above is an example from our Hazel Health case study where an employee shared a screenshot with minimal context and asked Risotto for help. Because of its multimodal capabilities, Risotto analyzed and interpreted the screenshot, then provided a solution that fully resolved the issue. 

Notice the response isn't an overwhelming wall of text. It's just the right amount for the employee to understand and act on. This is by design, and something we've worked hard to get right.
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Powerful IGA Automation Capabilities, Embedded Within the Help Desk Funnel 

Above is an example from our Vidyard case study of Risotto auto-solving a time-based access request inside Slack. It handles everything conversationally, from asking for reasoning and duration, to notifying approver(s) in Slack, to provisioning and de-provisioning access automatically. 

You can even set optional Slack notifications when expiration is approaching and prompt the employee to submit a renewal request. 

On the backend, you get powerful enterprise-grade IGA controls and permissions through an intuitive self-serve interface. 

Learn more about our IGA automations use case.
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Key Benefits of Risotto Backed by Customer Quotes 

Across our customer success stories, a few themes come up again and again. Here's a breakdown of each one, paired with quotes from customers.
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Benefit #1: Risotto’s north-star metric is auto-solve rate (not mere ticket deflection) 

‍"We came to Risotto hoping to hold the line — but the results blew away our expectations. We doubled our resolution rate on day one, and it hasn't dropped since."

– Jose Izquierdo, Head of AIT Operations at Gusto

“Our previous tool summarized whatever it pulled from wiki articles, it didn’t supplement responses with broader LLM knowledge or reasoning. This approach fell short because it lacked the capability to fully understand user intent or supplement answers with external knowledge… Risotto, however, synthesizes information from multiple inputs to provide context-aware, accurate, and actionable responses.”

– Phillip Rickett, VP of IT at Fundrise

"Things really clicked for us when we saw that Risotto actually reads and understands our knowledge instead of just guessing. Now, it's so ingrained in our daily work that our first instinct is to 'just ask Yardley."

– Vergil Smith, Head of IT and Security at Vidyard

"Risotto's AI-powered support system had a massive impact straight out of the box and with very little setup. Employees now get fast, efficient answers with the same precision as one of our professionals."

– Mike Smith, IT Operations Manager at Jobber

"Risotto was able to combine knowledge from different sources and give me an instant answer to a complex question, which was awesome to watch."

– Jason Huey, Senior IT Systems Administrator at ThoughtSpot

Benefit #2: Risotto deploys in under a week, our founding team has an extensive IT background, and our product is designed for large organizations

"The speed and simplicity of Risotto's setup was a great sign that we had made a good decision… We accomplished nearly the same configuration with Risotto in an hour that took us months with the other company."

– Phillip Rickett, VP of IT at Fundrise

"Ease of deployment was huge. We didn't need a consultant or months of configuration. Risotto just worked."

– Peter Hadjisavas, Head of IT at Hazel Health

"Risotto had the most thorough onboarding experience I've ever been a part of. Alex was great — he met with us weekly and made it very easy to quickly get up and running."

– Collin Clifford, Legal & Compliance Manager at Superhuman

"Working with the Risotto team was awesome from day one. They all have IT backgrounds and really cared about making us successful."

– Tom Grinberg, IT Manager at Trust & Will

"It's not just the tool that matters, it's the team behind it. Companies that work with Risotto are partnering with a responsive, collaborative group of people who are invested in your success."

– Vergil Smith, Head of IT and Security at Vidyard

Benefit #3: Risotto automatically gets smarter with every question and captures the knowledge your team shares in Slack every day 
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"The killer feature for us was that it could effortlessly learn and capture knowledge that our team creates every day in Slack… With Risotto, instead of constantly writing new documentation, our team can simply answer questions, and Risotto learns as we go."

– Phillip Rickett, VP of IT at Fundrise

"The more we use Risotto, the smarter it gets, that's what makes it different from every other tool we've tried."

– Peter Hadjisavas, Head of IT at Hazel Health

"One special thing about Risotto is it's constantly improving with every question. We see it getting better and better every day."

– Jason Huey, Senior IT Systems Administrator at ThoughtSpot

Benefit #4: Risotto seamlessly integrates with Slack or Teams on day one of implementation, significantly improving employee adoption and experience  

‍“We want AI to seamlessly fit into our team’s daily operations, meeting our users where they already work… Risotto’s minimal operational overhead and integration into Slack has enabled us to achieve exactly that.”

– Phillip Rickett, VP of IT at Fundrise

"We wanted to implement more standardization and automation in our help desk, but there wasn't an easy way in Slack without clunky custom work. Risotto helped us do that."

– Vergil Smith, Head of IT and Security at Vidyard

“We’re now able to keep requests centralized and work on all of those things in one view, which is really nice. It works so reliably so we don’t have to worry about missing a message”.

– Charlie Verrey, IT Manager at Retool 

‍“Risotto has been super popular internally, it’s a much improved experience for employees to get answers and problems solved immediately.”

– Tom Grinberg, IT Manager at Trust & Will 

Benefit #5: Risotto seamlessly integrates with Freshservice, Jira Service Management, Zendesk, ServiceNow, and other ticketing systems 

"Everything we do in Risotto is logged in Jira… So when it comes time for auditing or assessments, we don't have to worry about gaps or errors. Everything has been captured."

– Vergil Smith, Head of IT and Security at Vidyard

"Risotto became the orchestration layer for Jira Service Management and gives us instant automation with AI."

– Tom Grinberg, IT Manager at Trust & Will

"Getting Risotto integrated with Jira, Slack, and Okta was so seamless and fast. Risotto is one of the easiest tools I've implemented."

– Jason Huey, Senior IT Systems Administrator at ThoughtSpot

"Risotto consolidated support from multiple channels into one unified, automated funnel, giving us the freedom to focus on high-value tasks."

– Kevin Vye, Senior Director of Information Security and Technology at Thinkific

Benefit #6: Risotto offers powerful IGA automation capabilities 

‍"When a team member asks, 'How do I get access to Hightouch?' they're not looking for a link or a document; they need immediate, actionable assistance. Risotto intelligently understands the intent behind the request. It confirms existing permissions, coordinates necessary approvals proactively, and automatically provisions access upon approval."

– Phillip Rickett, VP of IT at Fundrise

"Other IGA solutions felt clunky to set up and maintain. There was a lot of overhead to maintain them and they weren't embedded in the help desk, so you're solving one problem but creating another… we include Risotto in all our onboarding material now, and once people see how useful it is they keep coming back to use it more which is a really good sign.”

– Toby Stewart, IT Engineering at Ironclad

‍“Automated software access saves us so much time. Within minutes people get the access they need with everything tracked, approved, and no additional overhead needed… For sensitive tools and resources Risotto’s automated time-based access has been a game-changer.”

– Collin Clifford, Legal & Compliance Manager at Superhuman

“The software access automations were a huge win for us. They were super easy to set up and we now have more than 30 applications with automated provisioning running 24/7.”

– Tom Grinberg, IT Manager at Trust & Will

‍"Our control for SOC 2 is that access to privileged systems is approved by a manager... Risotto is able to automate the approval process and ticket tracking portion which is exactly what we needed."

– Vergil Smith, Head of IT and Security at Vidyard

Benefit #7: Risotto automates repeat tickets for multiple departments beyond IT, including HR, Sales, Legal, Engineering, and others
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"Once you add in HR, our combined automation rate is even higher at 50.2%."

– Jason Huey, Senior IT Systems Administrator at ThoughtSpot

"Risotto began fielding tickets right away, and the setup across teams was incredibly low-lift. I could show colleagues how to configure their own workflows without any technical requirements."

– Victoria DiRugeris, IT Operations Manager at Hazel Health 

"The multi-department capabilities are awesome. Our engineering and RevOps teams now also want to use Risotto."

– Collin Clifford, Legal & Compliance Manager at Superhuman

"Risotto started autosolving tickets immediately. Within the first few weeks, we saw departments that had never tracked ticket requests before, like our Cloud team, asking to get on the platform and streamline their support function."

– Erik Van Dijk, Senior IT Manager at Jobber

Interested in Learning More About How Risotto Compares to Freddy AI and Alternatives? 

Unlike most tools that bolt on AI as an afterthought, Risotto was purpose-built from the ground up for automated ticket resolution. We also offer a powerful Freshservice integration, along with integrations for other major ticketing systems.

We invite you to:

• Book a demo call
• Explore customer case studies
• Read our origin story  

Interested in Exploring Other Freddy AI Alternatives? 

To help you make an informed decision, here are other Freddy AI alternatives worth considering, broken down by category.

Category 1: Bundled ITSM AI

These are the AI add-ons that come bundled with your existing ITSM provider: 

• Atlassian Rovo
• Jira Virtual Service Agent
• Zendesk AI
• ServiceNow Assist

Category 2: Platform / iPaaS offerings

These are agentic or iPaaS platforms that let you build your own solution:

• Workato
• Glean

Category 3: AI-native point solutions

Companies built purely for the automated ticket resolution use case:

• Moveworks
• Console

Where Risotto stands out: Among these alternatives, we differentiate on three fronts: (1) industry-leading ticket auto-resolve rates, (2) rapid deployment, with most teams going live in a week, not months, and (3) enterprise-grade functionality shaped by firsthand experience leading IT engineering at Dropbox and Gusto. Click here to book a demo call.