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Fiddler AI

Brand: Fiddler AI

  • 4.1

  • 5 Ratings

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  • Description

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Fiddler AI Software Overview

Fiddler AI Company Details

Founded Year:  2018

Fiddler is the all-in-one AI Observability and Security platform for responsible AI. Our monitoring and analytics capabilities provide visibility, context and control across development and production.

Director/Founders Amit Paka, Krishna Gade, Manoj Cheenath
Company Size 101-500 Employees

Fiddler AI Pricing & Plans

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Fiddler AI Features

  • icon_check Model Performance Monitoring
    Tracks accuracy and output quality of ML models in production to ensure stable performance over time.
  • icon_check Data Drift Detection
    Identifies statistical shifts in input features that may degrade model predictions or reliability in production.
  • icon_check Prediction Drift Tracking
    Monitors changes in model outputs to highlight emerging issues caused by evolving data or model behavior.
  • icon_check Outlier Detection Engine
    Flags unusual data points and predictions to help diagnose model failures or unexpected behaviors early.
  • icon_check Local Explanation Insights
    Shows instance-level reasoning for individual predictions to support debugging and transparency needs.
  • icon_check Global Feature Analysis
    Displays overall feature contribution patterns to assess model logic, consistency, and stability at scale.
  • icon_check Bias Detection Across Segments
    Measures disparity levels across defined sub-populations to prevent discriminatory model impacts.
  • icon_check LLM Output Evaluation
    Assesses generative model responses for quality, safety, relevance, and policy alignment in real time.
  • icon_check Hallucination Scoring Module
    Detects unsupported or fabricated LLM responses using internal trust models for safer deployment.
  • icon_check Data Integrity Checks
    Validates schema, formats, missing values and anomalies to maintain consistent model input pipelines.
  • icon_check Alerts & Notifications
    Sends automated alerts when monitoring thresholds fail or significant risks are detected.
  • icon_check Root Cause Analysis
    Identifies underlying drivers of model issues using drift correlations and feature influence patterns.
  • icon_check Prompt and Response Tracking
    Logs and monitors LLM prompts and outputs to analyze behavior, performance, and compliance.
  • icon_check Session and Trace Observability
    Captures LLM agent sessions, traces and spans to analyze interactions and operational flow.
  • icon_check Multi Modal Model Support
    Supports monitoring and explainability for tabular, NLP, CV and LLM models in varied environments.
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Fiddler AI Specifications

Supported Platforms
Ubuntu Ubuntu Windows Windows MacOS MacOS Linux Linux
Devices
Desktop Desktop
Deployment
Cloud-Based Cloud-Based
Suitable For
ITES
Business Specific
All Businesses
Business Size
Individual Small Business Medium Business Enterprises
Customer Support
Email Communities
Language
English
Integration
API Integration
Training Resources
Webinars Documentation Videos
AI Features
AI Integrated

Fiddler AI Review

4.1

Out of 5

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Overall Rating

Based on
5 Verified Ratings

Rating Breakdown

  • Features 4
  • Value for Money 4.3
  • Ease of Use 4.1
  • Customer Support 4.4

80% Recommend this Product

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Terms and Condtions

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Users with registered businesses can purchase goods from merchants on the platform to satisfy their business needs. Users are not permitted to utilize any products acquired through the platform for resale, advertising, business, or further distribution.

For each purchase made, users will receive a Tax Invoice (or 'GST invoice') that includes specific details such as:

  • the GSTIN of the user associated with their registered business, and

  • the specified Entity Name for their business.

It should be noted that not all products are eligible for GST Invoice. Only the products displayed by participating sellers with the 'GST-based Invoice Available' callout on the product description page would qualify.

Certain goods and services are not eligible to get a GST Invoice, including items with VAS, i.e., Value Added Services (e.g., Total Mobile Protection/Assured Buyback) and those involving an exchange offer at the time of purchase.

Users must ensure the accuracy of the GSTIN, and business entity name provided for the GST Invoice. Requests for corrections into GST Invoice would not be accommodated by Techjockey.com or any Seller, and any issues arising from user-provided information are the sole responsibility of users.

Techjockey.com is not liable for the GST Invoice or any associated input tax credit. To efficiently claim an input tax credit, users should select the registered place of business address as per the GST authority's data and follow the provisions of the GST Act and rules.

To claim an input tax credit, the delivery and billing addresses must match. Furthermore, input tax credits will not be granted if the delivery address and GSTIN on the invoice are from different states. In case of incorrect GST details provided during the order placement, the order will be canceled automatically.