AI FOUNDATION

aCore

Name: aCore
Brand: Amoza
Availability: InStock

The Brain Behind Every Intelligence.

aCore is the invisible engine behind every intelligent decision in Amoza — from demand forecasting to churn prediction, from route optimization to sentiment analysis. Centralized model training, versioning, deployment, monitoring, and A/B testing. One platform. Hundreds of models. Billions of predictions.

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< 50ms

Inference Latency

Faster Model Development

Hundreds

Models Managed

ALL

Products Powered

CORE MODULES

Six Modules. Complete ML Lifecycle.

From training to deployment to monitoring — aCore manages every stage of the machine learning lifecycle.

TRAIN

Model Training

Training Infrastructure

GPU/TPU clusters with distributed training support

Experiment Tracking

MLflow-compatible: parameters, metrics, artifacts, reproducibility

Hyperparameter Optimization

Bayesian, grid, and random search — automated tuning

Notebook Environment

Jupyter notebooks with collaborative editing

AutoML

Automated model selection for standard tasks (classification, regression, forecasting)

Framework Support

PyTorch, TensorFlow, XGBoost, scikit-learn, LightGBM, Transformers

REGISTRY

Model Registry

Version Control

Full versioning for models, datasets, and feature pipelines

Model Metadata

Track lineage: who trained it, on what data, with what parameters

Approval Workflows

Stage models through dev, staging, production with approvals

Model Catalog

Searchable catalog of all models across the organization

Compliance

Audit trail for model governance and regulatory requirements

DEPLOY

Model Deployment

One-Click Deploy

Deploy any registered model as a REST API endpoint

Batch Inference

Scheduled batch predictions for large datasets

Edge Deployment

Deploy lightweight models to edge devices (IoT, factory floor)

Auto-Scaling

Inference endpoints auto-scale based on request volume

Multi-Model Serving

Serve multiple model versions simultaneously

MONITOR

Model Monitoring

Drift Detection

Detect data drift and concept drift in real-time

Accuracy Tracking

Monitor prediction accuracy against ground truth continuously

Data Quality Alerts

Alert when input data quality degrades

Performance Dashboard

Latency, throughput, error rates per model endpoint

Auto-Retrain Triggers

When performance drops below threshold, trigger retraining pipeline

FEATURE

Feature Store

Centralized Features

Shared feature definitions used across all models

Real-Time + Batch

Serve features with millisecond latency for online + batch processing

Feature Versioning

Track feature definitions over time for reproducibility

Feature Discovery

Search and reuse features from any team's models

Consistency

Same feature computation in training and serving — no train/serve skew

EXPERIMENT

A/B Testing

Canary Deployment

Gradually route traffic to new model version

Traffic Splitting

Route X% to model A, Y% to model B

Statistical Comparison

Automated significance testing with configurable thresholds

Rollback

Instant rollback to previous model version if new model underperforms

PLATFORM REACH

Which Products Use aCore?

aCore powers AI models across every pillar of the Amoza platform.

MAKE

Products

aPlanner, aMonitor, aOps, aQuality, aYield

AI Models Running on aCore

Demand forecasting, predictive maintenance, quality prediction, yield optimization

MOVE

Products

aFulfill, aShip, aRoute, aStock, aReturn, aTrack

AI Models Running on aCore

Order routing, carrier scoring, route optimization, demand replenishment, ETA prediction

SELL

Products

aShop, aPrice, aSearch, aMarket, aConvert, aSocial

AI Models Running on aCore

Recommendations, pricing elasticity, NLP search, listing optimization, conversion prediction

DELIGHT

Products

aCare, aLoyalty, aInsight, aVoice, aPersona

AI Models Running on aCore

Agent assist, churn prediction, CLV prediction, sentiment analysis, next-best-action

PRICING

Simple, Transparent Pricing

aCore is included with all Amoza products. Standalone pricing is available for companies wanting just the ML platform.

Feature	Included with Products	Standalone ($50K-$500K/yr)
Model Training
Model Registry
Model Deployment
Model Monitoring
Feature Store
A/B Testing
GPU Hours	Per-product allocation	Custom allocation

Ready to Explore the Brain Behind the Platform?

See how aCore powers hundreds of AI models across the entire Amoza ecosystem.

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