RAG AI Playground Databricks - Impetus

Databricks-powered RAG AI Playground Accelerator: Experiment, Evaluate, and Evolve Faster

Accelerate GenAI innovation with a unified platform to test, refine, and optimize Retrieval-Augmented Generation (RAG) applications—co-developed by Impetus and Databricks.
Impetus/Partnerships/Success with Databricks/RAG AI Playground Databricks

Impetus RAG AI Playground Accelerator: Purpose-built for Enterprises

A Databricks-powered accelerator co-developed by Impetus to help you experiment, evaluate, and optimize RAG applications with speed and precision.

Rapid experimentation with different LLMs

Side-by-side AI response comparison

Balanced trade-offs across cost, latency, and accuracy

End-to-end experiment tracking with MLflow integration

Real-time performance monitoring using Mosaic AI Agent

Streamlined debugging with full input/output traceability

Scalable design to move from POCs to enterprise deployments

Seamless integration with Databricks Data Intelligence Platform

Rest, refine, and optimize AI workflows with Impetus RAG AI Playground Accelerator

Low-code experimentation

  • Streamlit-based intuitive interface for AI testing 
  • Rapid prototyping with LLMs, embeddings, and vector databases 
  • Side-by-side comparisons without backend reconfiguration 

AI response comparison & evidence-based decisions

  • Visualize differences between AI outputs in real time 
  • Balance trade-offs across cost, quality, and latency 
  • Select the optimal model stack with confidence 

Automated evaluation & transparent tracking

  • Integrated Mosaic AI Agent Evaluation and MLflow 
  • Monitor accuracy, relevance, latency, and cost metrics 
  • Full traceability of inputs/outputs for faster debugging

Scalable & enterprise-ready deployment

  • Built on Databricks Data Intelligence Platform 
  • Modular architecture tailored to industry-specific use cases 
  • Supports everything from small tests to large-scale rollouts

Real-world success stories

Frame 26097
A global payroll leader

Reduced costs and latency, balancing AI performance with operational efficiency

Accelerated debugging and issue resolution, minimizing disruptions in AI workflows

Enhanced collaboration, enabling AI teams to document, compare, and refine models efficiently

Improved AI-driven decision-making, ensuring better accuracy and cost-effectiveness in payroll automation

Frame 26097
Global Insurance Services Firm (Markerstudy Group)

Automated the audit processes and reduced manual effort in retrieving documents
Enabled faster audit completion, improving operational efficiency
Enhanced data security and compliance to ensure secure and traceable document retrieval
Improved decision-making by providing instant access to relevant audit information

Services and Solutions to Power the Intelligent EnterpriseTM

Launch your Intelligent Enterprise with Impetus and Databricks today!

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