AI Gateway Authorization | Cerbos

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Features

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AI gateway authorization

AI gateway authorization

Govern every AI gateway request, agent, and delegation

Control which LLMs, tools, and agents each identity can reach through your AI gateway.

Book a demo

Try Cerbos

Security

Engineering

IAM

Prove what every agent did, on what resource, on whose behalf

Every model call, tool use, agent-to-agent request runs through one policy layer. Auditors get one trail across humans, services & agents, in the same format as your app audit log.

No standing privilege for non-human identities

Agents and service accounts only get the access the policy allows at the moment of the request. Pull access on the next call, no token rotation, no redeploy.

Regulator-ready evidence by default

Decision, policy version, principal, resource, and delegation chain captured for every AI request. SOC 2, ISO 27001, HIPAA, NIS2, and DORA traceability without manual reconstruction.

AI gateways route the traffic, Authorization decides what gets through

Your AI gateway authenticates the caller. It doesn't decide what that caller can do. Those decisions live inside applications, where identity and security teams have no visibility and no way to change them.

Your gateway authenticates. Your apps authorize.

Once a request passes the gateway, every authorization decision lives in application code. Identity and security teams have no visibility into it and no way to change it.

The human behind the agent disappears.

When an agent acts on a user's behalf, the user vanishes from the audit trail. Auditors see a service account, not the person who triggered the action.

Sub-agents inherit everything.

When one agent hands work to another, the second one picks up the full authority of the first. Capabilities expand silently, far beyond what the original request justified.

Revoking access is a fire drill.

Without one policy layer, pulling an agent's permissions means rotating credentials, editing gateway config, or redeploying. Until that's done, the agent keeps acting on the access you're trying to revoke.

Build your AI gateway authorization strategy

Control access for every AI interaction, at any scale

Consistent authorization across every AI hop

Govern every model call, tool invocation, MCP method, and agent-to-agent delegation the gateway routes, with the same policies that govern the APIs and data systems behind it.

Same authorization lifecycle as your apps

Zero Trust at runtime

One audit trail across humans, services, and agents

See the human behind every agent decision

How Utility Warehouse achieved continuous compliance across thousands of services and millions of NHIs with Cerbos.

SOC 2 & ISO audit-ready

AI agents secured

Threat detection

“We can trace every permission, investigate suspicious behavior, and answer questions about who did what, when, and why. We’ve gone from guesswork to forensic-level auditing across humans, machines, and everything in between.”

Read customer story

Rob Crowe

Principal Engineer, Utility Warehouse

Put a policy engine alongside your AI gateway

Identity systems establish who someone is. Cerbos decides what they are allowed to do, at the moment the gateway enforces it.

How it works

Book a demo

1

Every AI request goes through Cerbos first

When a user invokes an agent, an agent calls a tool or a model, or one agent delegates to another over A2A, the gateway sends the request to Cerbos before routing the call upstream - through a native authorization hook, a pre-request plugin, or an external authorization filter.

2

Cerbos evaluates the full picture

It pulls in who is calling, on whose behalf, what they want to do, which model or tool is involved, and the surrounding context, identity, resource attributes, risk, and the delegation chain, through the IdP, IGA, and data sources you already run.

3

The gateway enforces the decision

Allow or deny lands at the gateway before the request reaches the provider, and every decision is logged with the policy version that produced it. For high-capability agents, the gateway fails closed if the policy layer is unreachable.

Authorization for AI traffic and every other use case

Cerbos is an authorization management platform that scales with your business.

Get a demo

AI systems authorization

AI systems authorization

\ \ AI agent guardrails](/content/features-benefits-and-use-cases/agentic-authorization/index.html) \ \ MCP server security](/content/features-benefits-and-use-cases/dynamic-authorization-for-MCP-servers/index.html) \ \ RAG authorization](/content/features-benefits-and-use-cases/access-control-for-rag/index.html) \ \ AI gateway governance](/content/features-benefits-and-use-cases/ai-gateway-authorization/index.html)

Enterprise software authorization

Enterprise software authorization

\ \ Application permissions](/content/features-benefits-and-use-cases/application-permissions/index.html) \ \ Multi-tenant SaaS access control](/content/features-benefits-and-use-cases/per-tenant-custom-policies/index.html) \ \ Programmatic permission management](/content/features-benefits-and-use-cases/dynamic-policies/index.html) \ \ Legacy application authorization](/content/features-benefits-and-use-cases/legacy-app-authorization/index.html)

Authorization software that scales withyour business

ABAC

RBAC

ReBAC

PBAC

Runtime

Event-time

Admin-time

Audit-time

Cloud

Self-hosted

On-premise

Air-gapped

Non-human identities

Human identities

Workloads

Prove every AI decision, not just every API call

Book a demo

SOC 2

SOC 3

HIPAA

ISO 27001

GDPR

FedRAMP

PCI DSS

NIS2

DORA

SOC 2

SOC 3

HIPAA

ISO 27001

GDPR

FedRAMP

PCI DSS

NIS2

DORA

Capture every decision for all identities

Log requests, actions, resources, access outcomes, and service-to-service authorization calls for both humans and machines.

Trace policy lineage

See the exact policy, version, and release behind each decision for complete traceability.

Monitor with context

Review detailed logs, policy versions, and real-time metrics across all PDPs and environments.

Simplify audits and compliance

Maintain centralized, structured logs on-premise to support audits and demonstrate readiness for FedRAMP, SOC 2&3, ISO 27001, HIPAA, PCI DSS, and GDPR.

Seamless integration

Works with every AI gateway, MCP server, LLM provider and SDK

\ Try Cerbos](https://hub.cerbos.cloud/?utm_source=website&utm_medium=cta&utm_campaign=ai-gateway-authorization&utm_content=seamless-integration)

Explore all integrations

Fine-grained identity security

Why teams choose Cerbos

"When I did an audit, I found that the cost of managing authorization and authentication in-house over the entire lifespan of the company was in the 7 figures. Cerbos saved that. Deploying Cerbos has allowed our engineers to spend their time on what really matters for our success."

Chuck Hardy

Head of Engineering @Salesroom

"Having to modify authorization is a five-minute job now. Having to troubleshoot authorization is a five-minute job. So that has actually allowed the team to spend more time where it really matters on the platform."

Karen Kim

CEO @Human Managed

"We rely on Cerbos to make authorization decisions across the whole mesh - millions of times a day. And it’s fast. We don’t even think about it anymore. It just works."

Rob Crowe

Principal Engineer @Utility Warehouse

"We went from one user - every role, to a world where there are many users - many roles. And the product, it relies on Cerbos to actually bring the value that we want to bring to customers. All of our customers are relying on Cerbos, by relying on the product, which is of course relying on Cerbos."

Joe Lines

CEO & Co-Founder @Nook

"One of our big considerations was speed. We have strict latency tolerances. When it comes to Cerbos - you can call it a hundred times during a request and it doesn't matter. It's incredibly fast."

Steve High

Staff Engineer @Complex

"The main reason we switched to Cerbos was to have a sophisticated authorization software to help organize and handle our authorization. We wanted to focus on domain related features and spend less time backtracking and fixing issues with our authorization."

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

"Cerbos enables us to go to market very quickly, compared to an in-house solution. It allows us to offer new products faster, because creating or editing policies is so easy."

Engin Attar

Head of Product and Growth, Co-Founder @Debite

"We got the foundation set. Now we can scale and include more complex policies. And we can grow in the right direction and with the right security thanks to Cerbos authorization management."

Edgar Rivera

CTO @4gcapital

"Having the separation of the permissions from the code base just makes the code base more elegant. It makes the permissioning more elegant. It means they're centralized, so they're not tied to specific endpoints. And ultimately it means that different business owners have the ability to actually make updates."

Henry Arnold

CTO & Co-Founder @Nook

"We're not worried about scaling because we can easily increase our load on Cerbos. It will also be easy for us to change how we're distributing policies as we reach different points of scale."

David Workman

Senior Software Engineer @ Salesroom

"Offering dynamic roles and permissions makes us more competitive in the market. We’re providing companies with a software that can be adapted to their workflows."

Ibrahim Bou Ncoula

CTO @Supy

"We can create unlimited conditions, attributes, and parameters at any level of granularity without writing any code. It allows us to deliver truly personalized services quickly, securely, and at scale."

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

Chuck Hardy

Head of Engineering @Salesroom

Karen Kim

CEO @Human Managed

Rob Crowe

Principal Engineer @Utility Warehouse

Joe Lines

CEO & Co-Founder @Nook

Steve High

Staff Engineer @Complex

Lead Software Developer at @BarrierSystems

Engin Attar

Head of Product and Growth, Co-Founder @Debite

Edgar Rivera

CTO @4gcapital

Henry Arnold

CTO & Co-Founder @Nook

David Workman

Senior Software Engineer @ Salesroom

Ibrahim Bou Ncoula

CTO @Supy

Karen Kim

CEO @Human Managed

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