Radicalbit

Data, AI & ML Engineering Technology Enabler

Radicalbit is the Agentic AI Infrastructure platform that simplifies the development cycle of LLM-based applications. It accelerates the production of agentic and generative AI applications, orchestrating agents with a focus on performance and security. The AI gateway simplifies cost and resource management, while enabling the integration of multiple AI services and models for hybrid AI use cases.
Thanks to native observability, monitoring and explainability features, Radicalbit offers complete control over AI projects, guaranteeing transparency and reliability.

Radicalbit was born from the innovative spirit of the Fortitude Group, which recognizes the need for companies to equip themselves with a tool to simplify the management of AI models, guaranteeing their responsible and ethical use.

OVERVIEW

The popularization of AI-based agents, chatbots and applications is matched by an ever-increasing need to check their effectiveness and reliability and, in turn, to guarantee the performance of the generative and predictive models that power these applications.

Radicalbit is a complete solution for the creation and monitoring of AI-based solutions, offering a real toolbox to manage the entire life cycle of LLM applications, from the deployment of agents to monitoring and evaluation in production. Radicalbit allows Data Teams to:

reduce the time-to-value in the creation and production of LLM-based agents and applications
reduce costs, saving time and resources thanks to automation and advanced always-on monitoring features
scale AI applications as needed, automatically managing workloads and resource utilization
optimize the compliance of AI solutions with respect to growing regulations, promoting the ethical and responsible use of models

The Radicalbit platform is available SaaS and On-Prem, both on private cloud and local infrastructure. It plugs-and-plays into LLMOps and MLOps workflows, supporting the production of LangChain applications, LangGraph and AutoGen agents, and integrating with OpenAI, Gemini, Vertex, Anthropic, Databricks and LLM Open source such as Llama, Mixtral, etc.

The platform is also available as Open Source software under the name Radicalbit AI Monitoring: distributed under the Apache 2.0 license, the solution allows data scientists and ML engineers to measure the effectiveness and reliability of LLM and Machine Learning models, optimizing the performance of AI-based applications. The platform allows you to validate data quality, identifying missing values and outliers that can affect the performance of the models; monitor model quality for binary classification, multiclass and regression; identify model drift, to take corrective action in a timely manner.

solution

Radicalbit allows for the acceleration of the adoption of use cases based on Agentic and Generative AI through:

Development of AI Applications: Radicalbit offers companies advanced tools for the development and production of LLM-based applications such as AI agents, RAG, Intelligent Document Processing (IDP), chatbots and much more. The platform simplifies the management of the AI ecosystem through a centralized solution that ensures optimal visibility and performance.
AI Gateway: Radicalbit includes a centralized hub to consolidate different API-based AI services within applications, allowing you to overcome integration issues and avoid vendor lock-in. Thanks to Radicalbit, data teams can monitor traffic between agents and LLMs, reduce operating costs, and apply FinOps practices to the entire AI infrastructure.
AI Governance: Radicalbit ensures governance over AI projects thanks to comprehensive observability features, including: monitoring the effectiveness and reliability of models; hallucination prevention; evaluation automation via LLM-as-a-Judge; tracing of LLM applications to reconstruct reasoning patterns; creation of guardrails to ensure performance and compliance in production.
Threat Protection & API Security: Radicalbit guarantees complete protection against emerging threats thanks to adaptive defenses that include multi-level protection to safeguard AI applications, advanced authentication with robust identity verification, granular authorization controls to ensure precise user permissions, and compliance and governance solutions that meet regulatory requirements and security standards.

use cases

Radicalbit accelerates and simplifies the implementation of numerous AI-based solutions, including:

AGENTIC AI

AI agents are software programs that can use foundation models – such as LLMs – to independently perform complex tasks, iterate based on external feedback, and adapt to changing scenarios. Agentic AI applications go beyond simply generating content to perform concrete actions on the surrounding environment: they can manage non-linear workflows with different inputs and outputs, hypothesize different action plans, do research autonomously, cooperate with other agents and ask for feedback before carrying out the task.

Agents can be used for a wide range of use cases, including customer support, with intelligent chatbots that can understand and practically help users; media planning for digital marketing and advertising activities, from multivariate analysis of historical data and trends to planning in line with strategic objectives; support for HR teams, with real-time transcription of interviews, data enrichment from web sources and overall candidate evaluation.

Intelligent Document Processing

Radicalbit allows you to create Intelligent Document Processing (IDP) applications that use AI to optimize and automate document management workflows, without requiring the use of code. Radicalbit is able to process heterogeneous documents and data sources, enabling the creation of intelligent knowledge bases that can be queried in natural language thanks to generative AI. And thanks to cloud or on-prem deployment, it is possible to choose the most suitable solution for data security and control needs.

Document Workflow Hyperautomation

Radicalbit’s IDP solution can be placed at the center of a Hyperautomation platform that digitizes paper, printed or handwritten documents, and uses LLM to enrich the semantic value of unstructured data. This reduces the time and costs involved in managing document workflows for work compensation claims, medical records, and contracts.

Machine Learning & Computer Vision

The Radicalbit platform facilitates the deployment, serving, observability and explainability of machine learning and computer vision models for AI-enhanced applications. Radicalbit accelerates time-to-market and reduces costs thanks to versioning, A/B testing and native support for CI/CD solutions. It also guarantees performance and regulatory compliance thanks to in-production monitoring of ML & CV models, laying the foundations for responsible AI practices. The platform integrates with MLOps and LLMOps workflows, offering data teams the ability to work with MLflow models or import them directly from Hugging Face.