Decisions Optimized at the Speed of Change
Transform your decision-making with real-time, AI-powered insights and machine learning that deliver precision, scalability, and measurable results.
Your Business Has Outgrown Spreadsheets.
Planning in firefighting mode
Most teams react to problems after the fact—when costs, delays, or damage are already done.
Siloed systems, disconnected decisions
ERP, WMS, TMS, spreadsheets… none were designed to work together or support rapid, multi-factor decisions.
Rigid tools in a dynamic world
Legacy systems can’t adapt to shifting supply, labor shortages, or geopolitical disruptions.
Too much data, too little optimization
You’re sitting on insights but 60–73% of enterprise data still goes unused for decision-making.
Decisions Optimized for the Real World
Harness AI built for operations - fast, scalable, and built to address your challenge. SWARM ENGINE ingests predictive models, applies self-learning optimization, and executes the best decisions to drive measurable results.
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From inventory rebalancing to workforce scheduling, ENGINE assigns agents to represent SKUs, sites, constraints, and business rules - while incorporating demand forecasts, anomaly detection, classification, and regression inputs from customer systems or external providers.
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Whether you need forecasting, allocation, or network planning, ENGINE uses solvers, libraries, and algorithms - enhanced by automated feature engineering pipelines that discover, transform, and generate predictive features from raw data.
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See the “why” behind every recommendation with transparent, traceable logic - reinforced by ML-driven scenario ranking that learns from historical performance to surface the best options.
What Can SWARM ENGINE Optimize for You?
Discover how you can transform your operations with intelligent optimization solutions.
Production Planning
Model constraints, simulate scenarios, and optimize output across sites, SKUs, and time - supported by ML yield forecasting for production, harvest, and processing.
Workforce Management
Balance skills, costs, certifications, and schedules across sites and roles in real time, with machine learning predicting demand surges and staffing gaps.
Flow of Goods
Reroute shipments dynamically based on bottlenecks, cost, or disruptions - using embedded ML ETA predictions that process GPS, telematics, traffic, and weather data.
Supply-Demand Allocation
Maximize margin and reduce waste by aligning supply with demand - guided by demand shaping models that recommend pricing, promotion, and allocation adjustments.
Network Optimization
Continuously rebalance network flows and facility utilization, adapting with reinforcement learning that retrains optimization logic as outcomes evolve.
Real Optimization. Real Results.
Transforming operations with unparalleled efficiency and insight - powered by optimization and embedded predictive analytics.
“Regulatory interpretation used to be complex and time-consuming. Now, AVA ensures that AAFCO members and the animal food industry can act with confidence, knowing they’re guided by instant, accurate, and compliant insights."
- AAFCO
From Insight to Action - Together.
SWARM AVA and ENGINE create a seamless optimization experience.
Together, they form a continuous loop of discovery, decision, and execution - capturing data through ML pipelines, refining predictive accuracy, and adapting recommendations over time.
Achieve operational excellence with integrated insights and actions.
Experience the power of coordinated AI-driven solutions for your operations.
Unlock the potential of your data with our intelligent platform.
Transform your operations from reactive to proactive with SWARM.
Let’s See What ENGINE Can Optimize for You.
Experience rapid deployment and transformative results with our optimization and machine learning platform - tailored to your challenges, continuously learning, and built to scale.