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Sherif Mansour says most of Atlassian's users today work in non-technical departments such as HR, finance, marketing and legal.
“So today, the majority of our users are actually from non-technical departments, HR, finance, marketing, legal, and all that.”
Nathan Labenz · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:04:59
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Sherif Mansour says Atlassian has close to 3.5 million users of its AI capabilities.
“we've got close to, I think we're 3.5 million users of our AI capabilities”
Nathan Labenz · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:07:01
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Sherif Mansour describes an AI maturity pyramid in which layer one is asking questions and layer two is having AI generate artifacts.
“bottom layer, most people just ask a question, get an AI from an answer, layer one. Layer two is like, oh, hang on a second, AI can do some work for me”
Sherif Mansour · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:20:34
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Atlassian's Rovo chat tool has built-in personal memory that learns a user's preferences, such as Sherif Mansour's habit of putting emoji in headings.
“we've got inbuilt personal memory. So over time we start to remember, you know, for me, I like to write with a lot of emoji.”
Sherif Mansour · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:21:24
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Sherif Mansour says Atlassian uses retrieval-augmented generation rather than its graph for simple lookups such as a company's annual leave process.
“what's the process for taking annual leave in my company? RAG's probably a much better solution there. We don't traverse the graph for that.”
Sherif Mansour · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:33:43
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Sherif Mansour says adding AI agents to Jira workflows is probably the biggest or fastest growing use of agents among Atlassian customers.
“adding an AI agent in a Jira workflow, which is probably the biggest or fastest growing use case of agents in deployment”
Sherif Mansour · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:43:26
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A customer described to Sherif Mansour that using AI for simple string checks in a workflow was like swatting mosquitoes with a rocket launcher.
“I've got a rocket launcher and I'm swatting mosquitoes with it.”
Sherif Mansour · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:44:45
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Sherif Mansour says general-purpose models solve 80 to 90 percent of typical knowledge-worker tasks and that customer demand for choosing a specific model is declining.
“the general purpose models are 80% to 90% easily solving the problem and we're seeing that desire for model selection just decline over time”
Sherif Mansour · Escaping AI Slop: How Atlassian Gives AI Teammates Taste, Knowledge, & Workflows, w- Sherif Mansour, 0:49:48