Agent-based intelligence, cloud-native optimization, and real-time decision automation powered by Oracle Fusion & AWS.

Apps Akademi delivers AI solutions engineered for real operational impact — from production scheduling optimization in manufacturing, to agent-based farming intelligence, livestock growth prediction, anomaly detection, sensor fusion, and MES-driven automated decisioning.
Our AI stack is built on Oracle Fusion AI Agents, Oracle Cloud Infrastructure AI Services, and AWS’s industry-leading machine learning platforms, enabling enterprises to adopt autonomous optimization, predictive analytics, and real-time intelligent automation at scale.

We don’t build generic AI dashboards — we build autonomous decision systems.

Autonomous Production Optimization

AI agents minimize setup times, optimize resource allocation, balance workloads (Heijunka), and generate near-optimal production schedules across machines, shifts, and constraints — fully integrated with MES and Oracle Fusion Manufacturing.

Agriculture & Livestock Intelligence Agents

Crop cycle agents, phenology models, feeding optimization agents, reproduction prediction, quality scoring, irrigation optimization, and anomaly detection — all designed for real farm operations and integrated into Oracle Fusion ERP.

Real-Time AI for MES & Shop Floor

Sensor-based anomaly detection, machine behavior modeling, AI-assisted operator guidance, predictive maintenance, and autonomous cycle-time prediction integrated directly with your MES execution layer.

Key Solution Capabilities

1. AI-Based Scheduling Optimization (Manufacturing)

  • Genetic algorithms, reinforcement learning, and meta-heuristics
  • Setup time minimization
  • Operator-machine compatibility modeling
  • Multi-objective scheduling (speed, cost, deadlines)
  • Automated re-planning when disruptions occur
  • Full MES + Fusion Manufacturing integration

2. Agent-Based AI for Agriculture & Livestock

  • Crop-specific agronomic agent models
  • Soil, weather, and phenology-based predictions
  • Livestock feeding optimization & feed conversion scoring
  • Growth & milk yield prediction
  • Early disease anomaly detection
  • Oracle Fusion ERP + AWS IoT integrations

3. Intelligent MES Decisioning

  • Autonomous cycle-time adjustments
  • Risk-based quality inspection triggers
  • Machine state forecasting
  • Operator workload optimization
  • Real-time alerting & digital twin logic
  • Integration with MES events, IoT sensors & AGVs

4. Fusion AI Agents + Autonomous Oracle Services

  • Oracle Fusion AI Agents for procurement, finance, supply chain
  • AI-assisted exception handling
  • Natural language actions: “Show me late WOs”, “Replan next shift”
  • Autonomous Database for self-optimizing ML queries
  • Oracle Analytics Cloud for enterprise insights

5. AWS AI & ML Acceleration

AWS gives us unmatched scalability and model flexibility through:

  • Amazon SageMaker (training, tuning, deployment)
  • AWS Bedrock (agent-based LLM orchestration)
  • Time-series forecasting models (DeepAR, Prophet)
  • AI-driven anomaly detection (Lookout for Equipment)
  • Image, video & sensor intelligence (Rekognition + IoT Core)

Combined with Oracle Fusion Cloud, AWS becomes a high-performance AI engine behind your enterprise operations.

Agriculture

AI crop cycles, maturity / harvest prediction, irrigation optimization.

Livestock

Feeding optimization agents, reproduction prediction, disease anomalies.

Manufacturing

AI-based production scheduling, work order consumption agents, WIP forecasting.

Logistics & Transportation

Route optimization, ETA prediction, demand forecasting.

Retail

Forecasting, pricing engines, stock-out prediction.

Professional Services

Project risk scoring, resource allocation optimization.

Food & Beverage

Shelf-life intelligence, recipe variability detection, waste prediction.

Textile & Apparel

Pattern-based production balancing, order sequencing optimization.

Automotive

Supplier risk scoring, machine anomaly detection, cycle-time prediction.

Why Apps Akademi for AI?

  • Deep Oracle Fusion + AWS AI expertise
  • Agent-based AI accelerators ready for deployment
  • Strong MES, agriculture, livestock, and manufacturing domain knowledge
  • End-to-end data engineering + modeling + UI workflows