The Technology Behind Autonomous Retail
OODARIS is built on cutting-edge AI research, combining multi-agent systems, causal reasoning, and real-time optimization to deliver unprecedented retail performance.
OODARIS Data Fabric Architecture
A secure, scalable, and intelligent architecture designed for real-time retail intelligence. Data processing happens at the edge for ultra-low latency and enhanced security.
Presentation Layer
Multi-device interfaces with real-time AI insights
Edge Intelligence
Distributed AI processing at the edge for low latency
Security & Compliance
Zero-trust security with end-to-end encryption
AI Agent Mesh
8 specialized agents working in coordination
Data Fabric
Unified data layer with real-time synchronization
Cloud Infrastructure
Scalable, multi-cloud deployment with auto-scaling
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-Powered Retail Team
Specialized AI agents work 24/7 to optimize every aspect of your retail operations, making 1,000s of micro-decisions daily that compound into massive improvements.
Demand Intelligence Agent
Predict & Sense Demand
- Real-time demand forecasting
- Trend identification & analysis
- External factor integration
- Demand shift detection
Inventory Optimizer
Optimize Stock & Replenishment
- Dynamic safety stock calculation
- Multi-location optimization
- Stockout prevention
- Overstock reduction
Assortment Curator
Curate Product Mix
- Product performance analysis
- Category optimization
- New product recommendations
- Phase-out decisions
Pricing Strategist
Maximize Margins
- Dynamic pricing optimization
- Markdown management
- Competitive price monitoring
- Elasticity modeling
AI Orchestrator
Unified Intelligence
- Cross-agent decision coordination
- Conflict resolution & prioritization
- Performance evaluation & auditing
- Multi-agent collaboration workflows
Supply Coordinator
Coordinate Supply Chain
- Supplier performance tracking
- Lead time optimization
- Order timing & quantity
- Supply risk mitigation
The Science Behind OODARIS
Powered by cutting-edge research in multi-agent systems and artificial intelligence
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
Seamlessly Connects to Your Entire Tech Stack
Connect OODARIS to Your Ecosystem
Native integrations, robust APIs, and flexible deployment options. OODARIS connects seamlessly with your existing retail technology stack.
Shopify
Native Shopify app with one-click installation and real-time sync
SAP ECC
Deep integration with SAP ECC for enterprise supply chain management
Magento Commerce
Complete Magento integration for enterprise e-commerce
Salesforce Commerce Cloud
Enterprise-grade integration with Salesforce ecosystem
BigCommerce
Native app for BigCommerce with automated AI recommendations
Oracle Retail
Enterprise integration with Oracle Retail Management System
Snowflake
Direct connection to Snowflake data warehouse for advanced analytics
Tableau
Embed OODARIS insights directly into Tableau dashboards
Custom APIs
RESTful APIs and webhooks for custom integrations
Deployment Options
Cloud Deployment
Fully managed cloud infrastructure with global availability
Hybrid Deployment
Combine cloud intelligence with on-premise data processing
On-Premise
Complete on-premise deployment for maximum control
Developer-Friendly APIs
Comprehensive REST and GraphQL APIs with detailed documentation, SDKs in multiple languages, and sandbox environments for testing.
Our integration specialists will help design the perfect setup for your needs
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
Enterprise Security
SOC2, GDPR, and CCPA compliant
End-to-end encryption with role-based access control and audit logging for enterprise compliance.
Built for Enterprise Scale
Enterprise-grade infrastructure designed for reliability, security, and lightning-fast performance
Ultra-Low Latency
Edge processing delivers sub-100ms response times
<100ms
Zero-Trust Security
End-to-end encryption with granular access control
256-bit AES
Horizontally Scalable
Auto-scaling infrastructure handles any load
1000x scale
Real-Time Processing
Stream processing for instant data insights
Real-time
Want to see detailed technical specifications and architecture documentation?
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.