Sales ops · Production

Nile drives AI transformation with Glean's enterprise search and agent platform

The problem

As Nile scaled rapidly, documentation and critical insights were scattered across multiple platforms, creating information silos across global teams that slowed productivity and collaboration.

Workflow diagram · grounded in source
1
Unified knowledge search
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“Glean's knowledge graph inspired confidence that the platform could serve as a foundation for Nile employees, providing context behind answers to ensure trust and accuracy”
2
AI Assistant Q&A
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“Glean Assistant gives teams the ability to interact with and ask questions of the insights they pull. For Sales and Support teams, this has made onboarding, customer meeting prep, and ticket troubleshooting more efficient”
3
PRD-to-documentation agent
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“Nile's product team built this agent to transform PRDs and technical data into polished, external-facing documentation that follows a standardized format. What once took PMs up to 4 hours per document now takes just minutes– eliminating …”
4
Sales research agent
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“this agent utilizes Glean's Deep Research feature to research target companies and infuse insights with Nile's sales strategy and value proposition. The output is discovery questions, key insights, and tuned messaging to prepare sellers …”
5
Monthly newsletter agent
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“Run monthly, this agent compiles features released, recent customer success stories, and the latest thought leadership content into comprehensive customer newsletters that account teams share out. This was a task that previously took hou…”
6
Engineering search and summaries
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“Engineers are using Glean APIs with tools like Cursor to intelligently search across tools, code, and incident reports to develop quick summaries and troubleshoot”
Reported outcome

Glean unified Nile's knowledge across platforms; PRD documentation time dropped from up to 4 hours to minutes, newsletter compilation dropped from hours to minutes, and employees now instinctively turn to a single source of truth rather than scattered systems.

Reported metrics
PRD documentation timeup to 4 hours per document now takes just minutes
Newsletter compilation timepreviously took hours, now just minutes to review
Time spent searching for answersreduced time spent searching for answers
Reported stack
GleanGlean AssistantGlean's Deep ResearchGlean APIsCursor
Source
https://www.glean.com/resources/customer-stories/nile
Read source ↗

Frequently asked questions

What did this team achieve with this AI workflow?

Glean unified Nile's knowledge across platforms; PRD documentation time dropped from up to 4 hours to minutes, newsletter compilation dropped from hours to minutes, and employees now instinctively turn to a single sou…

What tools did this team use?

Glean, Glean Assistant, Glean's Deep Research, Glean APIs, Cursor.

What results were reported?

PRD documentation time: up to 4 hours per document now takes just minutes; Newsletter compilation time: previously took hours, now just minutes to review; Time spent searching for answers: reduced time spent searching for answers (source-reported, not independently verified).

How is this sales ops AI workflow structured?

Unified knowledge search → AI Assistant Q&A → PRD-to-documentation agent → Sales research agent → Monthly newsletter agent → Engineering search and summaries.

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