Architecture: how OPPI is built
OPPI Ontology.
One organism wrapped around your venue.It senses everything, thinks in context, and acts on the floor.Every strand runs both ways.
- 3
- Layers
- 9
- Engines
- 7
- Memory domains
- 60s
- Heartbeat
System topology
One loop, omnipresent.
The outer wall is your venue.
Signals cross it into the perception engines.Cognition shapes them against Venue DNA.Execution pushes decisions back onto the floor.Clementine feeds truth in from outside it.
Nothing here runs one way.
The core, Venue DNA
Your venue's OPPI
The living model
A model of your venue that never stops being rebuilt: Venue DNA. Every engine reads from it before acting and writes back to it after, which is why every strand on this map runs both ways.
Every strand runs both ways: signal in, decision out, learning back.
RosterSuppliersReviewsBookingsPayrollManagersStaff appsKitchenFloorTerminalsWeatherPOSLive06:58 Parallax: rain cell 40 min out, covers reforecast -12%60s heartbeat, always onYour venue: signal in from everywhere
RosterSuppliersReviewsBookingsPayrollManagersStaff appsKitchenFloorTerminalsWeatherPOS
Perception, signal in
Both waysClementine ADI
Domain intelligence, from outside
Your venue's OPPI
Venue DNA, read and rewritten constantly
Both waysCognition, context
Both waysExecution, decision out
Your venue: decisions land back on the floor
RosterSuppliersReviewsBookingsPayrollManagersStaff appsKitchenFloorTerminalsWeatherPOS
Hover any node. The cards below hold the full engineering detail.
Tap any engine. The cards below hold the full engineering detail.
Layer 1: sensing
The Perception Layer.
How OPPI builds a real-time, semantic understanding of your venue by ingesting raw data across POS, WFM, weather, and physical sensors.
Projections and forecasting
Parallax Projections + Forecasting
A real-time forecasting and projection engine that watches the world around your venue.
- Multi-layer projections using live signal fusion
- Weather, traffic and events integrated automatically
- Models continuous forward-looking trajectories for labour and inventory
- Provides high-fidelity predictive telemetry to the Cognitive Layer
Tri-channel data ingestion
Integration Capabilities
Ingesting structure and chaos with equal precision.
- Hard Systems: zero-latency API hooks for modern POS, WFM, and PMS
- OPPI Tether: a secure edge-bridge for legacy, on-premise hardware
- WALLACE: the Freedom Engine that autonomously scrapes unstructured data
- Unified pipeline mapping all ingestion methods into a single Venue DNA
Artificial domain intelligence
Clementine ADI
The authoritative industry knowledge base.
- Authoritative hospitality regulation and compliance data
- Pre-loaded with industry benchmark performance models
- Serves as the ground-truth for Agentic logic
- Continuously updated via the central OPPI network
Layer 2: thinking
The Cognitive Layer.
How OPPI stores context, predicts the future, and routes complex operational anomalies to the correct specialised AI agent.
Pattern recognition
Machine Learning
Continuous operational optimisation.
- Analyses historical trends to detect hidden inefficiencies
- Continuously refines labour-to-revenue ratios
- Predicts inventory depletion before it happens
- Evolves dynamically with every shift your venue runs
Agentic logic, the hub
AI Reasoning
The brain stem of the 10-agent cloud.
- Receives complex operational anomalies from the Perception layer
- Applies deep reasoning to determine the optimal response
- Routes context and delegates task execution to specialised agents
- Manages inter-agent communication and strategic alignment
Seven cognitive domains
Memory Engine
Seven layers of memory powering every decision.
- 7 cognitive domains continuously maintained
- Episodic log of every venue event ever recorded
- Working memory holds live shift context in real-time
- All memory domains read by Agentic Layer pre-decision
Layer 3: acting
The Execution Layer.
How OPPI safely interacts with the physical world, governing decisions through strict mathematical confidence gates and pushing tasks to human staff.
CCR, decision validation
Confidence Engine
No black-box AI. Every action is governed.
- Confidence x Consequence x Reversibility scoring
- Hard thresholds block any unvalidated action
- Full audit trail of every decision made
- Escalation to human if CCR gate fails
Task engine, assignment
Synapse
The right task. The right person. Calculated.
- Deterministic math, not AI guesswork
- Scores: base role, zone proximity, skill, capacity
- Highest score wins, zero ambiguity
- Full score breakdown available to managers
Frontline operations
Interfaces & Channels
Executing autonomous decisions at the edge.
- Pushes critical commands directly to iOS staff apps
- Intercepts POS operations to enforce compliance
- Takes over kitchen dockets during pacing crises
- Provides humans with 1-tap approval workflows
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