Bring Your Own Model (BYOM): Unleash the Potential of Cribl AI with Your Chosen Backend- image 1

Bring Your Own Model (BYOM): Unleash the Potential of Cribl AI with Your Chosen Backend

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“Use more AI”—this advice is heard everywhere today: from management, colleagues, on your LinkedIn feed, or even in IT communities.

However, along with this, the number of constraints is also growing. Companies are increasingly focusing on data protection, regulatory compliance, intellectual property safety, and controlling infrastructure and costs. As a result, these factors often become the main obstacles to AI implementation.

The problem is that businesses simultaneously expect active AI use but allow it only within strict rules: only vetted AIs can be used, not all environments allow the use of public services, and data or confidential information leakage risks raise concerns among security departments.

Ultimately, a paradox arises: AI is needed, but its implementation is difficult due to the very requirements meant to protect the business. This is why Cribl is launching Bring Your Own Model (BYOM) in Cribl AI, to provide you with more control, flexibility, and freedom of choice.

Bring Your Own Model (BYOM): Unleash the Potential of Cribl AI with Your Chosen Backend - image 1
BYOM solution

Use Cribl AI with your own backend

BYOM provides you with the ability to use Cribl AI features with your chosen AI backend, maintaining full control over data privacy, location, and compliance. You can connect your large language model to Cribl, choose the appropriate model for each use case, and retain your authentication and access control mechanisms while still enjoying the seamless native experience of AI-based features such as:

  • background detection in Cribl Guard;
  • natural language pipeline building;
  • investigations in Cribl Search and other capabilities.

This means you can fully leverage automation and Cribl AI’s capabilities while adhering to internal rules and requirements and still getting the most out of the AI solutions already implemented in the company.

Not all organizations need to use their model. If you prefer a ready-made solution, Cribl AI features work out of the box—with a standard backend and no additional setup.

BYOM is just an extra option for those who require more control. In any case, whether you use the standard backend or connect your provider, the experience with Cribl AI features remains consistent.

FULL CONTROL AND TRANSPARENCY

Who is BYOM suitable for

BYOM is ideal for organizations where compliance is mandatory. In regulated industries such as financial services, healthcare, the public sector, and utilities, it opens up opportunities to implement AI in Cribl products without the risk of violating compliance or data processing rules.

If you work in isolated or restricted environments, BYOM allows you to run AI within the approved architecture rather than forcing you to use a shared infrastructure that does not comply with your policies.

This is also the optimal choice for large enterprises that have already standardized their AI stack and seek to integrate it with Cribl. BYOM provides complete control and transparency, from model selection and resource management to data processing in accordance with internal and external requirements.

WHY THIS MATTERS

Benefits of BYOM

Data Privacy and Compliance

Leverage Cribl AI with your own approved backend to protect sensitive data and comply with internal governance requirements. Whether these requirements are driven by regulations, contracts, or internal policies, BYOM ensures that models run within your authorized infrastructure and helps avoid the limitations of shared environments.

Unified Enterprise AI Visibility

Many organizations route AI traffic through internal gateways such as LiteLLM to monitor usage, enforce policies, manage keys, and control costs. With BYOM, Cribl can connect directly to these gateways instead of calling model providers directly. This means all AI requests from Cribl pass through the same control mechanisms your organization already uses for governance, monitoring, and financial tracking.

Control and Choice of the Best Model

Select the provider and model that best meet your performance, cost, and accuracy requirements. Currently, a model can be assigned to each workspace. Future releases will allow multiple models within a single workspace.

Maximizing Existing Investments

Get more value from AI platforms already deployed in your organization. BYOM enables integration with Cribl, consolidates AI usage, and improves return on investment.

Maximum Productivity

Accelerate investigations in Cribl Search, enhance background detection in Cribl Guard, build natural language pipelines, and more. All of this runs on your trusted AI backend. BYOM helps teams increase efficiency while adhering to architectural and governance constraints.

Working in Restricted Environments

Leverage AI capabilities in on-premises or highly regulated environments without compromising privacy, data locality, or compliance. BYOM unlocks innovation opportunities even in fully isolated infrastructures.

How to Use BYOM in Version 4.17

To get started, follow a few simple steps:

  • Upgrade to version 4.17
  • Ensure you have Owner or Admin permissions
  • Enable Cribl Copilot
  • Navigate to Settings → Global → AI Settings and click Use Custom AI Provider
  • Select the provider type

Enter the required information:

  • Provider ID
  • Description (optional)
  • Deployment URL
  • API key

Test the connection before saving

After saving, a provider card will appear at the top of the page. Note that in version 4.17, each workspace can have only one AI provider. Future releases will support multiple providers, feature-level selection, and broader model management capabilities.

Interface and Workflows

Cribl AI’s interface and workflows remain unchanged—only the backend is different. Using Cribl AI should not be limited by compliance or governance requirements. With Bring Your Own Model, you gain flexibility and control without compromise. You can use your models, meet all security requirements, and still enjoy the automation and productivity benefits of Cribl AI. Try BYOM in version 4.17.

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