Past Tickets AI Knowledge Base
Past Tickets AI vs Other Zendesk AI Tools
Zendesk offers many AI tools — intent detection, macros, bots, search assistants, and productivity features. But none of them focus on the most valuable asset support teams already have: their solved tickets.
AI Solutions from real tickets
Clean Problem → Solution summaries based on how your team actually solved issues.
Full transparency
Every Solution includes the original source tickets — something most AI assistants don't provide.
Improves answers, not just workflows
Zendesk AI tools automate workflows. Past Tickets AI improves the quality of answers.
Why AI Solutions are more powerful than keyword search or macros
Macros work when solutions are known. Search requires correct keywords. AI Solutions don't depend on keywords and consolidate multiple tickets automatically.
They surface via semantic similarity, include troubleshooting steps from multiple past tickets, and require no pre-tagging, manual setup, or macro maintenance.
Built for teams that want a true shared memory
Past Tickets AI is designed for fast-growing teams, teams with complex technical issues, teams with large ticket volumes, teams doing repeated troubleshooting, and teams struggling to keep documentation updated.
It creates a shared, AI-powered knowledge layer built entirely from your own support history.
Knowledge powered by your solved tickets
Unlike generic AI tools, Past Tickets AI learns from your specific ticket history. Every AI Solution reflects real problems your customers faced and real solutions your team provided.
This makes recommendations more accurate, more relevant, and more trustworthy than generic AI-generated content.
Your real solutions
Knowledge powered by your actual solved tickets — not generic AI.
More accurate than keywords
AI understands meaning, not just phrasing.
Cleaner than manual docs
Solutions extracted directly from real conversations.
Native to Zendesk
Agents see relevant Solutions instantly inside the sidebar.
No credit card required
Built For Trust.
Designed For Privacy.
Your data is safe with Macha AI. We meet the highest security standards so you can focus on support without compromise.
GDPR Compliant
Fully aligned with global data protection and security standards.
Zero Data Retention Policy
We never store customer information or your customer conversations.
Loved by support teams worldwide
See what support teams are saying about Macha AI.
The application seems excellent to me! We are still testing, and we need support for some details and they were extremely efficient too!
Daniela Costa
Head of Support, Seabra
Macha has been a great addition to our support toolkit. It generates clear, well-organized responses that fit naturally into our workflow. One feature we particularly appreciate is its ability to automatically reply in the same language as the ticket.
Marius F
Support Head, Zentana
We've been using Macha for a little while now and it's been really great addition so far! It's powerful, convenient, and makes getting work done a lot easier for our agents.
Alexander Wedén
Head of Support
Support team is very helpful and responsive. Really enjoy how lightweight this is within Zendesk itself vs other more intrusive tools.
Cathleen Wright
Zendesk Admin, Cortex IO
So far it's pretty good! Our queries are a little nuanced, so we can't always use it, but it's got enough utility for us. It can even incorporate our bilingual country with greetings in a second language.
Jae Oliver
Head of Support, Wise
Really enjoying using Macha, it has made a noticeable difference to our support team in a short amount of time. I really like the ticket summary feature, saves us a lot of time.
Harry Jackson
Head of Support, Crumb
Macha AI is a great addition to my workspace! It's powerful, convenient, and it really makes productivity so much easier for our agents!
Dave G
Head of Support, Cyber Power Systems
Very impressed! AI integration for Zendesk has certainly come a long way and Macha seems to set the standard for now. This will for sure save lot of time in our support team.
Pauli Juel
Head of CS, Dokument24
Macha has been working great for us so far! The auto-responses are accurate and our resolution time has dropped significantly.
Lana T
Zendesk Admin, Swotzy
Macha AI is a great addition. The knowledge base feature means our agents always have the right answers at their fingertips.
Mischa Wolf
Head of Support, Topi
We're enjoying this integration so far. It's made our support team more efficient and our customers get faster responses.
Paula G
Head of Customer Support, Xly Studio
The team enjoys using it. It saves considerable time on common questions and the integration options are excellent.
Kilian Leister
Support Head, Didriksons
The application seems excellent to me! We are still testing, and we need support for some details and they were extremely efficient too!
Daniela Costa
Head of Support, Seabra
Macha has been a great addition to our support toolkit. It generates clear, well-organized responses that fit naturally into our workflow. One feature we particularly appreciate is its ability to automatically reply in the same language as the ticket.
Marius F
Support Head, Zentana
We've been using Macha for a little while now and it's been really great addition so far! It's powerful, convenient, and makes getting work done a lot easier for our agents.
Alexander Wedén
Head of Support
Support team is very helpful and responsive. Really enjoy how lightweight this is within Zendesk itself vs other more intrusive tools.
Cathleen Wright
Zendesk Admin, Cortex IO
So far it's pretty good! Our queries are a little nuanced, so we can't always use it, but it's got enough utility for us. It can even incorporate our bilingual country with greetings in a second language.
Jae Oliver
Head of Support, Wise
Really enjoying using Macha, it has made a noticeable difference to our support team in a short amount of time. I really like the ticket summary feature, saves us a lot of time.
Harry Jackson
Head of Support, Crumb
The application seems excellent to me! We are still testing, and we need support for some details and they were extremely efficient too!
Daniela Costa
Head of Support, Seabra
Macha has been a great addition to our support toolkit. It generates clear, well-organized responses that fit naturally into our workflow. One feature we particularly appreciate is its ability to automatically reply in the same language as the ticket.
Marius F
Support Head, Zentana
We've been using Macha for a little while now and it's been really great addition so far! It's powerful, convenient, and makes getting work done a lot easier for our agents.
Alexander Wedén
Head of Support
Support team is very helpful and responsive. Really enjoy how lightweight this is within Zendesk itself vs other more intrusive tools.
Cathleen Wright
Zendesk Admin, Cortex IO
So far it's pretty good! Our queries are a little nuanced, so we can't always use it, but it's got enough utility for us. It can even incorporate our bilingual country with greetings in a second language.
Jae Oliver
Head of Support, Wise
Really enjoying using Macha, it has made a noticeable difference to our support team in a short amount of time. I really like the ticket summary feature, saves us a lot of time.
Harry Jackson
Head of Support, Crumb
Macha AI is a great addition to my workspace! It's powerful, convenient, and it really makes productivity so much easier for our agents!
Dave G
Head of Support, Cyber Power Systems
Very impressed! AI integration for Zendesk has certainly come a long way and Macha seems to set the standard for now. This will for sure save lot of time in our support team.
Pauli Juel
Head of CS, Dokument24
Macha has been working great for us so far! The auto-responses are accurate and our resolution time has dropped significantly.
Lana T
Zendesk Admin, Swotzy
Macha AI is a great addition. The knowledge base feature means our agents always have the right answers at their fingertips.
Mischa Wolf
Head of Support, Topi
We're enjoying this integration so far. It's made our support team more efficient and our customers get faster responses.
Paula G
Head of Customer Support, Xly Studio
The team enjoys using it. It saves considerable time on common questions and the integration options are excellent.
Kilian Leister
Support Head, Didriksons
Macha AI is a great addition to my workspace! It's powerful, convenient, and it really makes productivity so much easier for our agents!
Dave G
Head of Support, Cyber Power Systems
Very impressed! AI integration for Zendesk has certainly come a long way and Macha seems to set the standard for now. This will for sure save lot of time in our support team.
Pauli Juel
Head of CS, Dokument24
Macha has been working great for us so far! The auto-responses are accurate and our resolution time has dropped significantly.
Lana T
Zendesk Admin, Swotzy
Macha AI is a great addition. The knowledge base feature means our agents always have the right answers at their fingertips.
Mischa Wolf
Head of Support, Topi
We're enjoying this integration so far. It's made our support team more efficient and our customers get faster responses.
Paula G
Head of Customer Support, Xly Studio
The team enjoys using it. It saves considerable time on common questions and the integration options are excellent.
Kilian Leister
Support Head, Didriksons