The Autonomous Platform for Retail Excellence
Five specialized AI agents working in harmony to optimize every aspect of your retail operations
How OODARIS Works
Continuous Autonomous Operation
OODARIS operates on the OODA loop principle - Observe, Orient, Decide, Act. Our AI agents continuously monitor your entire retail ecosystem, making thousands of micro-decisions daily to optimize performance.
- • Real-time data ingestion from all systems
- • Autonomous decision-making within guardrails
- • Continuous learning and optimization
The OODA Loop in Action
Observe
Continuously monitor sales, inventory, trends
Orient
Analyze context and identify opportunities
Decide
Determine optimal actions based on goals
Act
Execute decisions automatically
Meet Your AI Agent Team
Each agent is a specialist, but they work together as a unified intelligence system
Demand Agent
Predict & Sense Demand
- • Real-time demand forecasting
- • Trend identification & analysis
- • External factor integration
- • Demand shift detection
Inventory Agent
Optimize Stock Levels
- • Dynamic safety stock calculation
- • Multi-location optimization
- • Stockout prevention
- • Overstock reduction
Assortment Agent
Curate Product Mix
- • Product performance analysis
- • Category optimization
- • New product recommendations
- • Phase-out decisions
Pricing Agent
Maximize Margins
- • Dynamic pricing optimization
- • Markdown management
- • Competitive price monitoring
- • Elasticity modeling
🤝 Coordination Hub
Unified Intelligence
All agents share insights and coordinate actions through our central hub, ensuring decisions are globally optimized, not just locally optimal.
Supply Agent
Coordinate Supply Chain
- • Supplier performance tracking
- • Lead time optimization
- • Order timing & quantity
- • Supply risk mitigation
The Science Behind OODARIS
BDI Framework
Belief-Desire-Intention Architecture
Continuous belief updates, goal reprioritization, and intention execution accelerate retail decision cycles and ensure human-like alignment with your objectives.
Predictive & Prescriptive Models
Forecast & Optimize
- • High-fidelity demand and supply forecasts
- • Multi-objective pricing & inventory optimization
- • Real-time scenario simulation and stress-testing
LLM Reasoning Patterns
ReAct · ReWoo · ToT
- • Language-native chain-of-thought planning
- • Dynamic tool invocation via prompting
- • Context-aware error recovery and reflection
Advanced Decision Frameworks
Algorithms at Core
- • Bayesian & probabilistic reasoning
- • Mixed-integer & multi-objective optimization
- • RL & sequential decision-making
Knowledge Graphs & Semantics
Contextual Intelligence
- • Unified product & customer ontology
- • Semantic reasoning & inference
- • Explainable recommendations
Causal Reasoning
Why It Happens
- • Counterfactual impact analysis
- • Root-cause diagnostics
- • Policy stress-testing & what-if simulation
Connected Intelligence
MCP Tool Interface
Tools as Extensions
Agents securely invoke external services through the Multi-Channel Plugin ecosystem, turning spreadsheets, BI, and cloud apps into immediate extensions of their capabilities.
API & Event Mesh
Plug-and-Play Connectivity
Standards-based REST, GraphQL, and event streams connect OODARIS to ERP, POS, and e-commerce platforms for millisecond-level reactions.
Agent-to-Agent (A2A)
Collaborative Agents
Google's A2A protocol enables fluent negotiation, delegation, and knowledge sharing between OODARIS agents and third-party agents.
Mem0 Shared Memory
Unified Context
A high-speed, vector-searchable memory layer stores observations, decisions, and outcomes—so every agent starts from the same source of truth.
Coordination Hub
Orchestrated Autonomy
- • Intent routing & arbitration
- • Conflict detection & resolution
- • Global optimization over local actions
Why OODARIS is Different
Always-On Optimization
Unlike human planners, our AI never sleeps. It's constantly monitoring, analyzing, and optimizing your operations.
Decisions Per Day
From micro-adjustments to major reallocations, OODARIS makes thousands of optimized decisions daily.
Automation Rate
Most decisions are fully automated, freeing your team to focus on strategy and exceptions.
See OODARIS in Action
Watch your retail operations transform with autonomous AI that delivers 20-30%+ margin improvements.