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NayaAI
Executive Briefing
Plantation Intelligence

From the mud to the boardroom.
Instantly.

The Business Imperative

Heavy industry loses millions annually to "dark data"—unstructured field reports trapped in WhatsApp groups, paper logs, and isolated spreadsheets. Delayed reporting leads to misallocated labor, prolonged equipment downtime, and obscured yield forecasting.

The Edge AI Solution

NayaAI deploys local, 100% on-premise Large Language Models (LLMs) to instantly process voice notes, local slang, and photos from the field. It structures this chaos into clean, actionable dashboards with near-zero latency, ensuring operational resilience even during Starlink outages.

The Naya Pipeline
1. Field Worker (WhatsApp)
0:14

"Truk DT 04 amblas di Blok C. Minta traktor."

2. Naya Edge Server
{"event": "vehicle_stuck",
"loc": "Blok_C",
"asset": "DT_04"}
3. Management Dashboard
DT04 Needs Tow
Loc: Blok C Priority: High
Dispatch Tractor

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Ingestion & Integration

NayaAI seamlessly unifies communication silos and legacy industrial hardware into a single, cohesive intelligence layer.

Multi-Group WhatsApp Orchestration

Plantations operate across dozens of fragmented WhatsApp groups. Naya silently monitors these channels, acting as a universal translator. It reads text, listens to voice notes, and parses shared GPS location pins from the field—instantly routing actionable tickets to the correct department without human data entry.

Grup Mekanik
Andi, Budi, +12 others
Andi Mekanik Traktor rusak di blok C. Asap hitam.
10:42 AM
Andi Mekanik 📍 Shared Location
Lat: -2.314, Long: 114.192
Dashboard Output
Engine Failure Detected
Coord: -2.314, 114.192
Action: Dispatch Mechanic

Industrial IoT Connectivity

Moving beyond chat, the Naya Edge Server acts as a central aggregator for disparate hardware protocols. By fusing real-time telemetry with human chat reports, Naya prevents localized incidents from escalating into systemic logistical bottlenecks.

RS232 Interface Mill Weighbridge
Webhook API Fleet Trackers (FMS)
Fusion
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Predictive Alert
Mill Queue Bottleneck
FMS tracking detects 14 trucks immobile near weighing station. ETA delay: 2.5 hours.

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Operational Intelligence

Naya delivers contextually aware insights based on user role and spatial geometry, eliminating information overload.

Role-Based Access Control (RBAC)

A single unified query yields entirely different responses based on organizational rank. The Naya engine dynamically shifts from tactical ground execution up to strategic yield forecasting, ensuring enterprise data security.

Field Worker
Status Block C? 14:02 ✓✓
NayaAI Assistant Mandor Budi needs 5 more empty sacks immediately.
Supervisor
Status Block C? 14:02 ✓✓
NayaAI Assistant Harvest is 80% complete. Minor offload delays expected.
Executive
Status Block C? 14:02 ✓✓
NayaAI Assistant Yield Alert: 12% below target due to labor shortage. Reallocate Team B.

Root-Cause Attribution Analytics

Naya translates unstructured field complaints directly into boardroom metrics. It provides precise root-cause attribution for missed operational targets without requiring new software.

Target FFB
45K Tons
Total Deficit
-6.7K Tons
Deficit Attribution
45% Infrastruktur
30% Mekanikal
25% Cuaca

Contextual Sensor Map

Data only becomes intelligence when it is anchored in reality. Naya correlates unstructured WhatsApp conversations with exact spatial coordinates and local IoT sensor telemetry. This allows the system to instantly recognize when a "flooded ditch" reported in chat is causally linked to a stuck truck and heavy rainfall in the same sector.

120mm/hr Rain
Chat: Parit Meluap
DT04 Stuck
Spatial Correlation
Heavy rain sensor cross-referenced with "parit meluap" chat. Predictive Action: Naya rerouted incoming fleet to avoid stuck vehicle DT04.
NayaAI

Enterprise AI at the Edge. Built for heavy industry, ensuring data sovereignty in zero-connectivity environments.

https://naya.bireka.id/ai