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END-TO-END MANAGEMENT SOFTWARE

IntelligentPlatform

A unified dashboard to control all your cultivation operations. From spore to store, manage everything with unprecedented visibility.

*
99.9%
Platform Uptime
200+
API Endpoints
5K+
Active Users
<100ms
Avg Response

* Projections

intel.parambhariya.com/dashboard
Parambhariya Intelligent Platform — AI-powered dashboard with real-time IoT data, market indices, and conversational analytics

Parambhariya Intelligent Platform OS — Real-time AI analytics, IoT monitoring, and market intelligence in one unified dashboard

// ARCHITECTURE

System Architecture

A four-layer architecture designed for reliability, scalability, and real-time performance.

LAYER 1

Sensor Layer

IoT sensors collect environmental data across all facilities.

ESP32 microcontrollers
LoRa/4G mesh networking
Environmental sensor arrays
Camera modules (OV5647)

LAYER 2

Edge Computing

On-site processing for real-time decisions and anomaly detection.

Raspberry Pi 5 edge nodes
TensorFlow Lite inference
Local MQTT broker
Edge data buffering

LAYER 3

Cloud Intelligence

Centralized AI/ML training, data storage, and cross-facility optimization.

AWS/GCP infrastructure
YOLOv8 vision models
TimescaleDB time-series
Apache Kafka streaming

LAYER 4

Dashboard & API

Unified interface for monitoring, control, and third-party integrations.

Next.js web dashboard
React Native mobile app
RESTful API (200+ endpoints)
WebSocket real-time feeds
// TECH STACK

Built With Best-in-Class Tools

HARDWARE

ESP32-S3
Raspberry Pi 5
NVIDIA Jetson Orin NX
OV5647 cameras

AI/ML

YOLOv8 (detection)
Prophet (forecasting)
XGBoost (optimization)
TensorFlow Lite (edge)

BACKEND

Node.js / Fastify
TimescaleDB
Redis
Apache Kafka

FRONTEND

Next.js 14
React Native
D3.js / Recharts
Framer Motion

INFRASTRUCTURE

Docker / K8s
AWS ECS / GCP GKE
CloudFlare CDN
Terraform IaC

PROTOCOLS

MQTT v5
HTTP/2
WebSocket
gRPC
// API INTEGRATION

Integration Guide

Connect your existing systems with our comprehensive REST API and webhook infrastructure.

Authentication

OAuth 2.0 with API key authentication. JWT tokens for session management.

// Authenticate with the Parambhariya API
const client = new ParambhariyaSDK({
  apiKey: process.env.PARAMBHARIYA_API_KEY,
  environment: 'production'
});

const token = await client.auth.login({
  email: '[email protected]',
  password: '********'
});

// All subsequent calls are authenticated
console.log('Authenticated:', token.user.name);

Data Queries

Query sensor data, harvest records, and analytics via RESTful endpoints.

// Fetch real-time sensor readings
const readings = await client.sensors.getReadings({
  facilityId: 'FAC_001',
  zone: 'Zone-A',
  metrics: ['temperature', 'humidity', 'co2'],
  interval: '5m',
  range: 'last_24h'
});

// Get harvest predictions
const forecast = await client.ai.getHarvestForecast({
  facilityId: 'FAC_001',
  species: 'oyster_mushroom'
});
console.log('Next harvest:', forecast.optimal_date);

Webhooks

Real-time event notifications for alerts, harvests, and system events.

// Register webhook for critical alerts
await client.webhooks.create({
  url: 'https://yourapp.com/api/alerts',
  events: [
    'sensor.anomaly',
    'harvest.ready',
    'system.maintenance',
    'inventory.low'
  ],
  secret: 'whsec_your_signing_secret'
});

// Webhook payload example:
// { event: "harvest.ready", facility: "FAC_001",
//   data: { species: "shiitake", zone: "B", kg: 45 } }
// PLANS

Platform Tiers

Flexible plans that grow with your operations.

Starter

Single facility operations

Up to 3 user accounts
1 facility / 50 sensors
90-day data retention
Standard dashboard
Email alerts
Community forum
Most Popular

Professional

Growing operations

Up to 25 user accounts
5 facilities / 500 sensors
1-year data retention
Custom dashboards
SMS + Webhook alerts
Priority support (8hr SLA)

Enterprise

Large-scale operations

Unlimited users
Unlimited facilities
Unlimited data retention
White-label dashboards
Custom AI models
Dedicated engineer (2hr SLA)

Ready for Total Visibility?

Schedule a live demo and see the Intelligent Platform in action with real facility data.