MLOps Live

Building Scalable Customer-Facing Gen AI Applications Effectively & Responsibly with MongoDB - July 30th, 2024

THE IGUAZIO AI PLATFORM POWERS

Operational and Scalable (Gen) AI Pipelines

Meet the platform that automates AI and cuts the time to impact of your gen AI and ML applications.

Data Management
Development & CI/CD
Deployment
Monitoring & LiveOps

Dive Into the
(Gen) AI Pipeline

Automate and de-risk the entire (gen) AI pipeline, from data management and development to deployment and live operations. Use guardrails to monitor and eliminate risks

Data Ingestion

Ingest and Transform Data from Any Source for Data Quality

Ensure data quality through data ingestion, transformation, protection, cleansing, versioning, tagging, embedding, indexing and more.

Tuning pipeline

Customize LLMs to Ensure Quality Models and Results

Train and customize LLMs and AI models with high-quality model fine-tuning and evaluate for accuracy and risks. Validate and deploy with CI/CD for AI/ML and implement an RLHF feedback loop.

De-risk Applications and Ensure Model Performance

De-risk Applications and Ensure Model Performance

Eliminate risks, improve performance and governance with end to end approach throughout the app and data lifecycle (from data ingestion, testing, app, to monitoring).

Business Value chatbot

Bring Business Value to Applications

Deploy with a real-time application pipeline that handles requests, data, prompts, RAG, model and validations.

The Gen AI Architecture for Effective and Scalable (Gen) AI Implementation

Iguazio welcome screen

Pre-provisioned GenAI Services

to minimize time and hassle.

LLM Customization

Build, fine-tune/customize, host and monitor LLMs or connect to external LLMs

Ingest and Prepare Data at Scale

for model tuning or RAG applications, with built-in transformations for common data tasks

Automated Monitoring and Governance

across the different components

Elastic Real-time GenAI Application Pipelines

you can rapidly build and deploy

Flexible Deployment

Securely deploy on multi-cloud, on-premises, or hybrid environments.

Start Making
True Business Impact

Iguazio’s AI
Platform Layers

Governance and Guardrails

Eliminate risks with guardrails that ensure fair and unbiased outputs, IP protection, data privacy, accuracy, performance and alignment with legal and regulatory standards.

AI Orchestration

Manage your end to-end AI workflow to production in a user-friendly and optimized environment, featuring fully integrated workflow management, four resilient and scalable pipelines covering everything from development to management in production and the ability to optimize GPU resources by scaling usage up and down as needed.

Serverless Automation

Build, train, optimize and automatically deploy from a serverless environment with managed services, whether it’s streaming, analytics, deep learning or event-driven apps

Deploy Anywhere

With Iguazio, your AI applications deploy seamlessly and naturally to the cloud, multi-cloud, on-premises, in a hybrid manner, or anywhere your business lives.

Benefits

Performance at Scale

Performance at Scale

Integrated and Open

Integrated and Open

Reduced Risks

Reduced Risks

Deployed Anywhere

Deployed Anywhere

Learn More

Data Science Platform Tutorials

Platform Overview

Get started with a video introduction to the Platform

Data Science Platform Documentation

Documentation

Access overviews, tutorials, references and guides

Roll out new AI Services 12x Faster

Accelerate the deployment and management of your AI applications with the Iguazio AI Platform