Securing supply lines across East African operations
Zero local supermarkets.
Five hours from town.
Luxury safari camps of 10 to 25 tented suites operate in total logistical isolation. If an unexpected 40% occupancy surge occurs for the weekend, you cannot simply make a grocery run.
Supplies must be dispatched from hubs (like Nairobi or Arusha) days in advance. Under-forecasting translates to running out of clean linen and fresh produce mid-stay. Ona resolves this risk by coupling occupancy predictions with automatic procurement triggers.
Radar Prediction & Verification
(Day -5)Ona's ML models flags a 30%+ booking surge for the weekend, querying historical logs.
Automated Procurement & Assembly
(Day -3)Ona Agent automatically aggregates demand rules from standard SOPs and generates a truck procurement dispatch sheet.
Mud Buffer Warning (Weather RAG)
(Day -2)RAG checks weather database. Heavy rain warning triggers dispatch shift 12 hours earlier for the Sekenani Gate bypass road.
Lodge Peak Occupancy Begins
(Day 0)Supplies are arrived, organized, and prepared before guests check-in.
Split-Brain AI Architecture
By coupling deterministic database structures with high-dimensional vector embeddings, Ona reads exact metrics while maintaining context knowledge of operations SOPs.
Deterministic SQL Node
Aurora PostgreSQL CoreQueries real-time logs against demand_logs table to extract accurate metrics (occupancy ratios, check-ins, ADR, RevPAR) without LLM text hallucinations.
SELECT actual_value, predicted_value FROM demand_logs WHERE org_id = $1...pgvector Semantic RAG
pgvector (HNSW Indexing)Harnesses high-speed cosine vector calculations (<=>) on 1536-dimensional embeddings. Converts queries to semantic vectors to extract procedural details from camp SOPs.
ORDER BY embedding <=> $1::vector LIMIT 5...Procurement Dispatch Engine
Autonomous Write LoopChecks forecasted spikes. When demand exceeds 60%, the engine executes a rule-based write loop to commit items directly to procurement_items table.
INSERT INTO procurement_items (org_id, item_name, required_amount)...Precision tools for the wild
Four tightly coupled nodes built to secure supply chains, eliminate manual inventory spreadsheets, and log field protocols.
Predictive Demand Dashboard
Analyze forward seasonality, historical occupancy delta, and weather checks to forecast camp demands 14 days in advance.
Auto Procurement
Trigger procurement recommendations directly into the database system based on demand rules.
The Ona Agent
Converse directly with your camp. Query fuel inventories, request linen orders, and search local playbooks via plain English.
Weather Contingency RAG
Cross-checks local forecast data with camp SOP rules to automatically dispatch trucks earlier during heavy rain warning states.
Voices from the bush
“We caught a 95% occupancy spike 5 days out. Ona automatically ordered 40kg extra produce and 10 gas cylinders before we even knew we needed them. It saved the weekend.”
Sarah Chen
Camp Manager, Olare Orok Eco-Lodge
“The generator went down at 2AM. I asked Ona what to do and it immediately pulled the fuel contingency SOP in under two seconds. Worth it for that alone.”
James Omondi
Operations Director, Serengeti Migration Camp
Ready to secure your camp?
Equip your camp with 14-day booking alerts, automate your supply chain sheets, and get operational context.