Best custom annotations tools in 2025

MagicFormat

Transform raw data into polished formats effortlessly.

Label Studio

Streamlined data labeling for training machine learning models.

Imaginary Programming

AI-driven code generator for TypeScript development.

ormGPT

Translate plain language into SQL queries effortlessly.

VerbaGPT

Natural language queries for data analysis and visualization.

PredictOPs

Generative AI-driven operations management for real-time insights.

InsightAI

Advanced analytics for quick fraud detection and monitoring.

Anomify

Real-time anomaly detection for operational reliability and performance.

Fiddler AI

AI monitoring for transparent decision-making and compliance.

Equals

Connected spreadsheet for real-time data integration and analysis.

Periscope Data

Transform data into insights with user-friendly analytics.

Tegile Intelligence

Storage solution optimized for AI workloads and real-time analytics.

Spark MLib

Scalable machine learning library for big data analysis.

QueryX

Natural language data querying for everyone.

Accord

Machine learning framework for .NET developers enabling advanced data analysis.

Hadoop

Framework for processing large data sets across multiple systems.

plat.ai

No-code predictive analytics for swift data-driven decisions.

IBM Visual Recognition

AI-powered image analysis for various business needs.

IBM Watson Natural Language Generation

Intelligent software that generates human-like written content.

Deepnote Copilot

AI-driven assistant for coding in interactive notebooks.

InsightBase

Transform database queries into simple, conversational insights.

Kyligence Copilot

Intelligent data assistant for quick and easy insights.