AI Gateway

Radicalbit’s AI Gateway is the centralized hub for effortlessly integrating AI services into applications and IT infrastructures. It acts as a secure, observable, and performance-optimized entry point for all AI traffic, abstracting the complexity of dealing with multiple APIs and LLM providers.

Radicalbit empowers organizations to ensure compliance and governance throughout AI operations, with a unique endpoint for optimal resource and cost management.

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AI Performance Optimization

Apply Advanced Routing to dynamically direct traffic based on real-time metrics such as latency or token costs, ensuring the most efficient execution path for each request.
Implement Retries to circumvent API failures, leveraging exponential backoff and configurable retry limit. Propagate to the client only after retry count is exhausted.
Define a Multi-model Fallback chain to retry with an alternative model in case of error or unavailability.
Enable Tracing to gain end-to-end visibility into the request lifecycle, allowing for the identification of bottlenecks in model inference.

Guardrails Creation and Management

Configure static guardrails to control specific words or patterns via regex. Regulate model input and output by blocking, signaling and masking data.
Identify and anonymize Personally Identifiable Information (PII) such as name, email address, phone number, IBAN, etc. Implement data encryption and pseudonymization using mapping to provide external models with additional context.
Implement LLM-based guardrails ensuring semantic and contextual control on answers, preventing unwanted output and improving interaction security, compliance and coherence.

LLM Usage Control

Reduce the costs and latency of repeated questions by caching LLM responses. Implement exact match and semantic cache with parameters such as Time To Live, similarity threshold and LLM-based context control.
Prevent excessive token consumption and expenses with proactive Token Limiting.
Ensure fair, predictable, and safe LLM usage with Rate Liming. Effectively manage AI costs both at a global and model level.
Clear, real-time visibility into costs at the route, group, and user levels – all through an intuitive, dedicated UI dashboard.

User and Application Management

Granular access control: Easily define user groups and API keys to control access to specific AI services and manage costs both at group and key level.
Real-Time event notifications: Configure and receive proactive event notifications based on custom logic, enabling rapid response to critical changes or usage thresholds.
Deep metric investigation: Access and investigate detailed real-time metrics, providing comprehensive visibility into performance, usage, and cost trends.

Why Radicalbit AI Gateway?

Centralized, Secure AI Access

Unify the management of access to Gen AI models, both external and internal/on-prem.

Increase Security and Governance

Manage services and user access, filter unwanted content, prevent data leaks and automatically mask PII.

End-to-End Traceability

Structured logging and auditing of all requests and responses, with usage tracking by user, app, and model.

AI Cost Optimization

Manage and reduce AI expenditures with configurable limiting, caching and throttling.

Observability and Monitoring

Access performance and cost metrics in the real-time dashboard. Connect industry-standard Observability tools.

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Secure and integrate your AI traffic