OPPI Ontology.
One organism wrapped around your venue.It senses everything, thinks in context, and acts on the floor.Every strand runs both ways.
03
Layers
09
Engines
07
Memory domains
60s
Heartbeat
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.
Your venue · signal in from everywhere
RosterSuppliersReviewsBookingsPayrollManagersStaff appsKitchenFloorTerminalsWeatherPOS
Perception · Signal in
Clementine ADI
Domain intelligence · from outside
Your venue's OPPI
Venue DNA · read and rewritten constantly
Cognition · Context
Execution · Decision out
Your venue · decisions land back on the floor
RosterSuppliersReviewsBookingsPayrollManagersStaff appsKitchenFloorTerminalsWeatherPOS
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.
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
Projections · Forecasting
Engine 01 of 09
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
Tri-Channel Data Ingestion
Engine 02 of 09
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
Artificial Domain Intelligence
Engine 03 of 09
The Cognitive Layer.
How OPPI stores context, predicts the future, and routes complex operational anomalies to the correct specialised AI agent.
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
Pattern Recognition
Engine 04 of 09
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
Agentic Logic · The Hub
Engine 05 of 09
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
7 Cognitive Domains
Engine 06 of 09
The Execution Layer.
How OPPI safely interacts with the physical world, governing decisions through strict mathematical confidence gates and pushing tasks to human staff.
No black-box AI. Every action is governed.
- Confidence × Consequence × Reversibility scoring
- Hard thresholds block any unvalidated action
- Full audit trail of every decision made
- Escalation to human if CCR gate fails
CCR · Decision Validation
Engine 07 of 09
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
Task Engine · Assignment
Engine 08 of 09
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
Frontline Operations
Engine 09 of 09
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