What is Rayven’s Generative AI capability?

It’s an integrated environment for building, running, and governing LLMOps workflows, including RAG, prompt management, and AI agents.

Does Rayven support LLMOps end-to-end?

Yes—Rayven covers prompt management, fine-tuning, inference, evaluation, monitoring, cost controls, and guardrails with real-time data pipelines.

Which models can I use?

You can connect hosted LLMs like OpenAI or Anthropic, import open-source models, or run fine-tuned/custom models inside Rayven.

Can I govern and secure AI operations?

Yes—RBAC, secrets management, audit logs, approval gates, dataset lineage, and compliance logging are built into Rayven.

Where can I deploy Rayven’s AI features?

Deploy to SaaS, private cloud, on-premise, or Edge with identical controls and functionality.

Deploy Custom LLMOps + Generative AI Tools for Business

1: Real-Time Data

Rayven can collate + transform
your real-time data to make it
available for analysis and
add feedback in the moment.
2: Custom LLM

Rayven can create a custom LLM
that's trained on your data,
use case, and sector to deliver
unparalleled insights + capabilities.
3: In-Situ Conversational
Analytics

Rayven gives users bespoke
interfaces to interrogate +
question their data in
your app dashboards.

It’s an integrated environment for building, running, and governing LLMOps workflows. You can connect models, manage prompts, run RAG pipelines, and deploy AI agents - all in one place.

Yes - Rayven supports prompt management, fine-tuning, evaluation, inference, monitoring, cost controls, guardrails, and retraining with real-time data pipelines.

Connect hosted LLMs (OpenAI, Anthropic, etc.), import open-source models, or run custom fine-tuned models on Rayven’s infrastructure.

Data is ingested live into hybrid SQL + Cassandra stores, vectorised, and updated continuously. Queries are answered with the latest context for accuracy.

Yes - RBAC, environment isolation, secrets management, approval gates, dataset lineage, and compliance audit logs are built in.

Rayven tracks latency, tokens, accuracy, business KPIs, drift, and anomalies - alerting you when retraining or intervention is required.

Absolutely. Model outputs can invoke agents, call APIs, or trigger orchestration workflows in real time.

SaaS, private cloud, on-premise, or at the Edge - with identical security and functionality.

By Platform Role

By Job Role

By Industry

SME

Enterprise

White Label Apps

Resource Hubs

Library

Partner

Our Company

LLMOps / Generative AI for Business

Build AI agents, customise LLMs in real-time + add GenAI capabilities to anything.

Add AI capabilities to legacy systems, build AI agents + create (and manage) your own LLMs in one place.

Train + update LLMs with your data.

Build AI agents, fast + simply.

AddConversational Analytics to apps.

Scalable, Low-Code Setup.

Rayven connects to any technology, every data source + all LLMs; enabling you to update + use custom models in real-time.

Discover the features that make Rayven's AI platform capabilities brilliant + unique.

Integrate + train LLMs in real-time via native workflows.

Build custom AI agents + AI-powered apps that actually work.

Add AI to all your current technologies: leverage AI decision-making everywhere.

Make your models better + maintain them simply with Active Learning.

Add custom conversational analytics interfaces, simply.

Rayven has free + low-cost options, making it affordable for every business.

Generative AI can transform apps + businesses, but what matters most is what’s under the surface: data.

Why are Rayven’s GenAI capabilities a gamechanger?

Need help with GenAI for your business? We can help you to deploy it, faster.

Easily train LLMs to deliver
business-specific insights

Leverage tailored conversational analytics anywhere

Build complete AI agents, faster

Easily scale models to generate broader, better insights

How can we help you get started?

Start free.

Talk to an expert.

Rayven LLMOps FAQs: