Abacus

Advanced capabilities for data wrangling

Real-time feature store for machine learning

Cutting-edge machine learning models

Notebook hosting functionality

Training pipeline support available

Model explanations using modern techniques

Real-time data visualization

Data handling at scale via SQL or Python

Fast model evaluation capabilities

Visualization of future predictions

Model drift monitoring

Innovative neural network methods

Predictive modelling functionalities

Discrete optimization features

Model hosting capabilities

Data pipeline functionalities

Features for drift, observability, and explainability

Fine-tuning of Language LLM apps

Automation of complex workflows

Creation of end-to-end RAG systems

Ability to link various data sources

Creation of custom business interfaces

Real-Time Forecasting

Financial Metrics Forecasting

Time Series Anomaly Detection

Event Stream Anomaly Detection

NLP powered search

Sentiment Analysis

Image Classification & Detection

Hybrid Models

Object Detection

Predictive Lead Scoring

Personalized Promotions

Customer Churn Prediction

Sales and Revenue Forecasting

Constraint-based optimization

ML models for tabular data

Account Takeover and Defense

Transaction/Credit Card Fraud

Intelligent Threat Detection

Limited support for different languages

No capabilities for offline usage

No mobile application available

Data source integration is inflexible

Pricing structure is not defined