AI FOUNDATION

aCore

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.

Join the 2027 pilot program Amoza AI Platform
Target < 50ms
Inference Latency
Target 3x
Faster Model Development
Hundreds
Models Managed (design capacity)
ALL
Roadmap Products Served
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, shop 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

Roadmap — pricing on request

aCore is being built as part of the Amoza AI Platform that powers aPlanner. Standalone editions and pricing will be defined when the platform is productized (2028–29). Today the only published price list is aPlanner pricing (KRW / USD).

FeatureIncluded with ProductsStandalone (roadmap — on request)
Model Training
Model Registry
Model Deployment
Model Monitoring
Feature Store
A/B Testing
GPU HoursPer-product allocationCustom allocation

Ready to Explore the Brain Behind the Platform?

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

Join the 2027 pilot program Amoza AI Platform