Decisions Optimized at the Speed of Change
Transform your decision-making with real-time, AI-powered insights and machine learning models 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 combines optimization and machine learning — executing the best decisions while continuously improving with every solve.
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From inventory rebalancing to workforce scheduling, ENGINE assigns agents to represent SKUs, sites, constraints, and business rules, orchestrating optimal outcomes at scale — reinforced by ML models that learn from historical performance.
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Whether you need forecasting, allocation, or network planning, ENGINE uses solvers, libraries, proprietary and nonproprietary algorithms to solve the problem - not just analyze it, with predictive models tuned automatically through ML pipelines.
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See the “why” behind every recommendation with transparent, traceable logic, backed by ML-driven scenario ranking to surface the best options.
Production Planning
Model constraints, simulate scenarios, and optimize output across sites, SKUs, and time — enhanced by ML-driven yield forecasting and anomaly detection.
Workforce Management
Balance skills, costs, certifications, and schedules across sites and roles in real time, with machine learning models predicting demand surges and staffing gaps.
Flow of Goods
Reroute shipments dynamically based on bottlenecks, cost, or disruptions — supported by ML ETA predictions using live GPS, traffic, and weather data.
Supply-Demand Allocation
Align products with customer needs and timing to maximize margin and reduce waste, with ML models recommending demand shaping strategies like pricing or promotion.
Network Optimization
Dynamically route products and resources to identify optimal routes and facility utilization, adapting continuously with self-learning optimization.
What Can SWARM ENGINE Optimize for You?
Discover how you can transform your operations with intelligent optimization solutions.
Real Optimization. Real Results.
Transforming operations with unparalleled efficiency and insight - powered by optimization and predictive machine learning.
“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.
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 for your needs.