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Gen AI Fabric

Unified platform for building enterprise-grade Gen AI solutions, incorporating a strong data engineering discipline, self-service approach, and end-to-end security and compliance.

Unified Platform

Get end-to-end support covering data acquisition and preparation, LLM integration, prompt refinement, deployment, monitoring, and feedback

Gen AI Copilot

Chat with Gathr IQ to generate complex Spark expressions, code snippets in Python and SQL, fix configuration errors, and more

Gen AI powered data assets

Enhance data discoverability with active metadata management, data asset discovery, and ability to find/query data using natural language

Gen AI pipelines

Drag and drop Gen AI operators in data pipelines to integrate with OpenAI, Azure OpenAI, Amazon Bedrock, and more

Gen AI solutions

Build innovative solutions powered by Gen AI, such as document insights, sentiment analysis, custom chatbots, and more

Gen AI Fabric

Convert Gen AI ideas into
production-ready applications

Gen AI fabric is an integrated platform approach to building Gen AI solutions on a single canvas, leveraging augmented data pipelines, plug-and-play Gen AI operators, reusable solution templates, and flexible deployments over distributed environments. It brings data engineering discipline to Gen AI application development practice, accelerating the Gen AI journey – while ensuring Gen AI solutions are fully secure and compliant.

Unified

Unified

Platform approach

  • Unified platform for data acquisition, data preparation, Gen AI integration, prompt refinement, deployment, and monitoring

Single pane

  • No more hopping between solutions, architectures, etc.
  • Bring together data stewards, data scientists, data engineers for enhanced Gen AI practice

Flexible and integrated

  • Integrate with OpenAI, Azure OpenAI, Amazon Bedrock, on-prem ML and LLM deployments
  • Bring your own models

Simple

Visual canvas

  • No-code, visual canvas to create Gen AI pipelines
  • Near-zero learning curve

Simple

Built-in components

  • Source and destination connectors for data acquisition and persistence
  • Ready to use Operators for data parsing, chunking & other transformations
  • Plug-and-play operators for OpenAI, Azure OpenAI, and more

Gen AI assisted

  • Gathr IQ support across the Gen AI journey
  • Natural language driven pipeline building
  • Chat with GathrIQ to generate and fix code snippets, queries, and more
  • Chat to learn how to use specific operators

Enterprise
ready

Enterprise ready

Gen AI ownership

  • Gathr works equally well with public cloud infrastructure, and on-prem/ VPC firewalled, air gapped environments

Responsible AI

  • PII detection & masking
  • Gen AI application custom guardrails

Production grade

  • Built-in error handling, retries and timeouts, and auto restarts to handle failure along with job state-change notifications
  • Promote pipelines seamlessly between development, staging, and production environments
  • Meet audit and compliance by logging every interaction

Gen AI Copilot

Meet

Your gen AI powered help when
you need it, where you need it.

don’t code,
just click chat

Search, understand, query and
build in natural language

fetch me sales dataset with quality score above 90%

Use GathrIQ to transform data with natural language

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  • Chat to learn how to use specific operators
  • Chat to generate expressions, SQL queries, Python code, Scala code
  • Chat to fix errors that occurred while configuring components

Build pipelines using natural language

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  • Break down complex data transformation requests into sub tasks using natural language
  • Get assistance from GathrIQ to identify operators to carry out each sub task
  • Automatically configure and add the operator in pipeline (upon approval from the user)

Avoid sifting through product documentation, simply inquire with the assistant

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  • Chat with the Gen-AI assistant to get contextual help in real-time, instead of browsing and reading through the product documentation
Coming Soon

Accelerate data and metadata discovery

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  • Use natural language search to discover data assets based on the most recent insights on data quality, completeness, and data characteristics with user governed tagging and versioning
  • Auto-generate metadata for your data assets
  • Find the right data assets and query the data using natural language coming soon
Gen AI Copilot Video
Learn more about GathrIQ
GEN AI POWERED DATA ASSETS

Manage and discover data assets for your
data engineering solutions effortlessly

Gathr helps you build your Gen AI solutions using the most recent, accurate, and high-quality data

Active metadata management

The feature is powered by Gathr data pipelines. You can use natural language search to discover data assets based on most recent insights on data quality, completeness, and data characteristics with user governed tagging and versioning.

Auto-generate meta data

Gathr generates meta data for your data assets automatically. It reduces the time and effort in creating meta data values and improves data management and discoverability.

Data-AMA with GathrIQ

Find the right data assets and query the data using natural language, significantly reducing the number of clicks for data discovery. Coming Soon

Gen AI Curved right
GEN AI PIPELINES

Build Gen AI pipelines in minutes

Use drag and drop Gen AI operators in your pipeline to integrate with LLMs and architect innovative Gen AI powered solutions

Gen AI Pipeline
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Read structured and unstructured data at scale

  • Ingest data from local file systems, cloud stores, CRMs, and more. Whether unstructured data in formats like PDFs, emails, and images, or structured data in JSON or CSV formats – Gathr supports everything.
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Integrate with LLM providers

  • Integrate with LLM providers like OpenAI, Azure OpenAI, Amazon Bedrock by simply dragging the respective operators in the pipeline
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Build insights delivery apps, persist LLM results

  • Once you get the desired responses, you can persist the data in your preferred storage.
  • You can use Gathr’s data visualization and analytics capabilities to create interactive dashboards and draw actionable insights.
  • You can also use LLM results to power your Gen AI use cases.
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Convert unstructured data into desired formats

  • Read, parse, and split the data to make it consumable for Gen AI using built-in parsers and tools.
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Refine LLM prompts

  • Use system and custom prompts to guide LLM providers. Iterate and tweak the prompts using sample data, till you get the desired responses.
  • You can also include a previous response as an input while resubmitting the requests or specify additional prompts to your model to generate better responses.
  • GathrIQ helps you automatically iterate and resubmit your requests till the Gen AI operator provides the right output.
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Watch Demo

Watch Gathr in action

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Live Demos
Every Friday
Using Gen AI for document summarization and insights
Explore how GathrIQ transforms data to outcome journeys
Build data to outcome apps, using clicks, not code

On-demand Demos

Data ingestion
Learn how to quickly create an ingestion pipeline in Gathr to load data wit...

On-demand Demos

Data integration
This demo offers a quick overview of Gathr’s data integration capabilitie...

On-demand Demos

Data preparation
Explore how to easily make your data clean, standardized, and ready for con...

On-demand Demos

Change data capture
This demo will help you understand how to create a Change Data Capture (CDC...

On-demand Demos

ML Model Training
Discover how to build, train, and deploy complex machine learning models on...
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Why Gen AI Fabric

Why you need Gen AI fabric

Extend data engineering to Gen AI problem domain to build production-ready Gen AI solutions – and not just PoCs and prototypes

Unified

Solve data engineering & Gen AI challenges over a unified platform

Get a unified platform for acquiring and transforming data at scale, integrating with Gen AI providers, and architecting Gen AI solutions

Break silos across teams by bringing data engineers, AIOps teams, data scientists, application developers together

Simple

Easily adopt Gen AI with a no-code, self-service platform

Get low-level building blocks including parsers, LLM operators, chunking strategies

Ensure continuous improvements using solution templates for RAG, tuning, etc.

Secure

Secure IPs and improve Gen AI ownership

Improve Gen AI ownership working securely within public cloud infrastructure, and on-prem/ VPC firewalled, air gapped environments

Protect sensitive data with PII detection & masking, and Gen AI application custom guardrails

MEET GATHR

One-of-a-kind no-code, unified
data-to-outcome platform

  • No-code for data at scale, batch and streaming
  • Gen AI help to search, understand, query, and build easily
  • 250+ connectors,
    200+ operators,
    50+ apps and
    solution blueprints
  • Unified collaborative experience
  • Best of open source and enterprise grade
  • Production ready output from day 1

Capabilities

Data integration
and engineering

Machine
learning

Generative AI

Action
analytics

Workflow & business process automation

Business
apps

Turn raw data into
business outcomes at scale & 50X faster

Gathr unifies data engineering, ML, Gen AI, analytics, and process automation over a single platform. The unified experience fosters seamless collaboration between teams, from experiments to launch. Moreover, with Gen AI assistance, and no-code rapid application development, Gathr boosts productivity significantly. Our customers have unlocked ground-breaking success with Gathr, from ingesting petabyte-scale data in real time, to orchestrating thousands of complex data pipelines within a few months, delivering in-the-moment actionable insights to everyone so they can multiply their business impact, and architecting enterprise-ready Gen AI solutions.

GATHR OVERVIEW

Turn raw data into
business outcomes at scale & 50X faster

Gathr unifies data engineering, ML, Gen AI, analytics, and process automation over a single platform. The unified experience fosters seamless collaboration between teams, from experiments to launch. Moreover, with Gen AI assistance, and no-code rapid application development, Gathr boosts productivity significantly. Our customers have unlocked ground-breaking success with Gathr, from ingesting petabyte-scale data in real time, to orchestrating thousands of complex data pipelines within a few months, delivering in-the-moment actionable insights to everyone so they can multiply their business impact, and architecting enterprise-ready Gen AI solutions.

GATHR OVERVIEW

Customers

Trusted by the largest enterprises on the planet