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Serval Powers Together AI’s
Just-In-Time Access Strategy

Perplexity Transforming
IT Ops with
Serval

With Serval, Together AI now automates 95% of just-in-time access requests, delivering a more robust, transparent, and scalable approach to security. The team is rethinking how they build and manage access controls, with Serval at the center of their security strategy.

With Serval, Together AI now automates 95% of just-in-time access requests, delivering a more robust, transparent, and scalable approach to security. The team is rethinking how they build and manage access controls, with Serval at the center of their security strategy.

Derek Chamorro

Head of Security, TogetherAI

Todd Thiel

Security Engineer, TogetherAI

Kate McGraw

IT Engineer, TogetherAI

"Serval empowers engineers to build faster than anything I've seen. You're only limited by your creativity."

"Serval empowers engineers to build faster than anything I've seen. You're only limited by your creativity."

"Serval empowers engineers to build…faster than anything I've seen. You're only limited by your creativity."

Todd Thiel

Security Engineer, TogetherAI

Company name

Together AI

Industry

AI Infrastructure

Company size

~400

IT team

Derek Chamorro., Head of Security

Todd Thiel, Security Engineer

Kate McGraw, IT Engineer

Derek, Head of Security

Todd, Security Engineer

Kate, IT Engineer

How Serval Helped

How Serval Helped

How Serval Helped

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%

%

OF INFRASTRUCTURE ACCESS AUTOMATED

OF INFRASTRUCTURE ACCESS AUTOMATED

TICKETS
AUTOMATED

Hours

Hours

VS MONTHS TO AUTOMATE ACCESS

VS MONTHS TO AUTOMATE ACCESS

VS MONTHS TO AUTOMATE ACCESS

Lean Team

Lean

Lean Team

MANAGING COMPLEX IDENTITY/ACCESS AT SCALE

MANAGING COMPLEX IDENTITY/ACCESS AT SCALE

TEAM MANAGING COMPLEX IDENTITY/ACCESS AT SCALE

MANAGING COMPLEX IDENTITY/ACCESS AT SCALE

Meet TogetherAI

Meet TogetherAI

Together AI is one of the most ambitious companies building the future of open-source AI infrastructure. With rapid growth and increasing complexity across their internal systems, the company’s lean IT and security teams are responsible for supporting a fast-scaling organization without slowing it down.

The security team is deeply innovative and forward-thinking. Derek leads security strategy, Todd leads enterprise security and identity, and Kate - the first IT support hire - manages onboarding, ticketing, and day-to-day IT operations. Initially, IT ticketing and access management ran through Linear, which wasn’t designed for IT use cases. As Together scaled, the volume and complexity of requests quickly outgrew their existing tools, increasing both operational drag and security risk. It was clear they needed a more flexible, automated solution.

The Problem

The Problem

Manual processes and limited tooling were slowing the team down and making them less secure:

  • Ticketing through Linear was cumbersome and lacked automation. It wasn’t built for IT teams.

  • Access provisioning for infrastructure and applications was manual, error-prone, and time-consuming.

  • Zendesk and Freshservice couldn’t flex to Together’s mix of basic IT and complex identity workflows.


As Todd explains, building proper workflows manually with legacy tools “would take me three months” – a timeline fundamentally incompatible with the speed at which Together AI operates.

Manual processes and limited tooling were slowing the team down and making them less secure:

  • Ticketing through Linear was cumbersome and lacked automation. It wasn’t built for IT teams.

  • Access provisioning for infrastructure and applications was manual, error-prone, and time-consuming.

  • Zendesk and Freshservice couldn’t flex to Together’s mix of basic IT and complex identity workflows.


As Todd explains, building proper workflows manually with legacy tools “would take me three months” – a timeline fundamentally incompatible with the speed at which Together AI operates.

The Solution

The Solution

The team isn’t actively searching for a new tool. In fact, Kate says they were “about to sign a contract to roll out [another system]” when they met with Serval. But after hearing what Serval was building and why, she was “immediately hooked.”

When did TogetherAI know Serval was the right fit?

When did TogetherAI know Serval was the right fit?

A quick proof of concept - simply asking Serval to create a Google Group through its natural language interface - demonstrated the platform’s ability to understand context, ask the right questions, and take action instantly.


Todd quickly realizes how far he can push the platform: "Serval empowers engineers to quickly ideate, test, and build authorization logic faster than anything I've seen. You're only limited by your creativity." Kate calls it “like having another IT teammate,” taking on repetitive work and intelligently routing exceptions, freeing the team to focus on strategic projects.

Vernon knew they had found the right fit the moment he saw Serval generate code in real time. It was something he had never seen before and this combination of natural language requests with visible, testable code gave him confidence that Serval could handle complex workflows while still letting IT stay in control.

"It's like having another teammate."

Kate McGraw

IT Engineer, TogetherAI

The Results

The Results

01

01

Building complex workflows in hours, not months

Building complex workflows in hours, not months

Todd’s favorite example of Serval’s impact happens on a commuter train. On his way to work, he built some of the company’s first complex infrastructure workflows entirely through Serval’s natural language interface, in just a couple of hours. Today, he feels that “with Serval, I can create complex guidance, workflow, and approval logic in a day, before lunchtime - historically, that would take months with legacy IT Service Desk solutions, and weeks with modern just-in-time access tools."

02

02

Automation with accuracy and transparency

Automation with accuracy and transparency

Serval now automates 95% of just-in-time infrastructure access requests and, because you're able to see all of the access profiles and access logs via a single platform, the team feels confident that their infrastructure is managed securely.

“Serval is performing all of the authorization logic for granting access to infrastructure for us, and it’s doing it in a transparent way.”

Todd Thiel

Security Engineer, TogetherAI

03

03

Security strengthened through automation

Security strengthened through automation

For Derek, Serval’s biggest security value is how it precisely controls just-in-time access and provides necessary guardrails in any situation, calling out that “most importantly it deprovisions automatically so that it's not depending on the host to remember to remove access, which improves security and compliance.”


Serval gives the security team guardrails and visibility without slowing employees down. Derek sums it up: “I don’t see Serval as just being a core ITSM tool — I see it as a tool that any security team can use as part of their user access reviews or their day-to-day security operations.”

04

04

Scaling with a lean team

Scaling with a lean team

With significant portions of infrastructure management automated, Kate notes that Together AI has more than doubled in size since adopting Serval: “Using Serval has allowed us to free up a lot of time for a million other things that we have to do. Things that allow us to help the company grow and build to a bigger team.”


This has impacted both the individuals and the function as a whole. As Derek is thinking “We’ve saved days, not minutes or hours, but days of time of having to wait because Serval does a lot of the automatic provisioning for us… It gets rid of a lot of the low-level stuff that was the most painful to do and allows us to be able to focus on the future.”

"We’ve saved days, not minutes or hours, but days of time of having to wait because Serval does a lot of the automatic provisioning for us."

Derek Chamorro

Head of Security, TogetherAI

05

05

A seamless, human-like employee experience

A seamless, human-like employee experience

Admin and employees are impacted alike - and in the best way possible. Serval’s natural language interface is so smooth that employees often don’t realize they’re not talking to a human. Kate says: “The feedback on Serval has been positive so far. People are really impressed with the way that it sounds like they're talking to a person. I think a lot of the time they don't realize they're not talking to us when they're having conversations on the tickets.”

What's Next

Expanding automation

Expanding automation

The team plans to extend Serval’s automation deeper into IT ticketing, including onboarding/offboarding workflows, device and SaaS app provisioning, and common IT requests like password resets and distribution list changes. On the infrastructure side, they aim to automate more Terraform and AWS IAM role workflows, continuing to replace manual processes with policy-driven automations.

Unlocking higher-value IT initiatives

Unlocking higher-value IT initiatives

With day-to-day work handled by Serval, the IT and security teams are turning their attention to:

  • Building out a more mature identity governance program, including finer-grained access reviews and role lifecycle management.

  • Redesigning the employee onboarding experience to be faster, more consistent, and less error-prone — including automated device setup and just-in-time role provisioning for new hires.

  • Investing in strategic security architecture improvements, rather than firefighting operational bottlenecks.

With day-to-day work handled by Serval, the IT and security teams are turning their attention to:

  • Building out a more mature identity governance program, including finer-grained access reviews and role lifecycle management.

  • Redesigning the employee onboarding experience to be faster, more consistent, and less error-prone — including automated device setup and just-in-time role provisioning for new hires.

  • Investing in strategic security architecture improvements, rather than firefighting operational bottlenecks.

Expanding beyond IT operations

Expanding beyond IT operations

Encouraged by IT’s success, other teams at Together AI are starting to explore Serval for their own workflows. Early pilots include:

  • Engineering triage automations for permissions and CI/CD environment access.

  • People Ops workflows, like automating role-based access during org changes.

  • Developer self-service tooling, reducing dependency on IT for routine infrastructure requests.


Serval is evolving from a security automation platform into a trusted internal automation layer across the entire organization.

Encouraged by IT’s success, other teams at Together AI are starting to explore Serval for their own workflows. Early pilots include:

  • Engineering triage automations for permissions and CI/CD environment access.

  • People Ops workflows, like automating role-based access during org changes.

  • Developer self-service tooling, reducing dependency on IT for routine infrastructure requests.


Serval is evolving from a security automation platform into a trusted internal automation layer across the entire organization.

What will you build?

What will you build?

What will you build?

What will you build?

What will you build?