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Domain Artificial Intelligence & Edge Neural Systems

Autonomous Intelligence for
Biological & Supply Ecosystems.

Sunspica AI is engineered specifically for biological variability, volatile perishability kinetics, and hyper-local agricultural commerce. We deploy domain-adapted models with zero client-side credential exposure.

Vision AI & Edge Pathology

Sunspica AgroVision™

In Development

Lightweight edge vision transformers engineered to execute locally on low-cost Android field devices. Analyzes foliar fungal infections, bacterial blights, and fruit maturity grades in under 85 milliseconds without continuous cloud connectivity.

< 85ms
Edge Inference Latency
94.8%
Diagnostic Accuracy
28 Varieties
Supported Crops
Engineering Capabilities:
Sub-second foliar fungal & blight pathology detection
Offline-capable on-device quantized model execution
Stage-specific fertilizer & organic treatment recommendations
Pest lifecycle progression and contagion radius modeling
STATUS // ARCHITECTURE VERIFIEDRequest Technical Whitepaper
Neural Mandi Price Matrix

Sunspica TradePredict™

In Development

Time-series spatial ensemble networks aggregating multi-spectral satellite moisture indexes, regional acreage declarations, and daily mandi arrival volumes to forecast forward 14-day spot price deviations and wholesale arbitrage.

14 Days
Forecast Horizon
0.91 R²
Price Correlation Score
240+ Mandis
Mandi Telemetry Feeds
Engineering Capabilities:
Dynamic wholesale spot price forecasting with confidence bounds
Regional mandi price disparity and arbitrage identification
Post-harvest release timing optimization for max grower margin
Weather anomaly price volatility shock modeling
STATUS // ARCHITECTURE VERIFIEDRequest Technical Whitepaper
Vernacular Conversational NLP

Sunspica FarmerCopilot™

Coming Soon

Domain-tuned agricultural language model supporting voice and text in regional languages (Hindi, Odia, Bengali, Telugu, and English). Guides rural growers through crop cycles, government schemes, and collective procurement.

6 Languages
Regional Dialects
18,000+ Terms
Domain Terminology Vault
1.2s
Audio-to-Action Speed
Engineering Capabilities:
Native voice interaction in rural vernacular accents and dialects
Step-by-step soil amendment & micro-nutrient advisory
Government subsidy (PM-KISAN, State schemes) eligibility checker
Group collective purchasing negotiation coordinator
STATUS // ARCHITECTURE VERIFIEDRequest Technical Whitepaper
Cold-Chain Telemetry Sentinel

Sunspica ThermalGuard™

Research

Predictive transit spoilage modeling integrating multi-point IoT temperature sensors, humidity telemetry, and vibration sensors across reefer trucks to calculate real-time produce shelf-life degradation.

30 Seconds
Sensor Sampling Rate
4.5 Hours
Spoilage Warning Lead
32%
Waste Reduction Target
Engineering Capabilities:
Dynamic remaining shelf-life index (RSLI) calculation in transit
Thermal boundary breach early warnings dispatched to drivers
Automated cargo re-routing to nearest processing plant on breach
Tamper-evident cold-chain quality audit reports for buyers
STATUS // ARCHITECTURE VERIFIEDRequest Technical Whitepaper
Secure Zero-Key Architecture

Enterprise Backend Provider Abstraction & Security Layer

The Sunspica AI layer never transmits sensitive provider API keys or model tokens to browser runtimes. Inquiries are handled via an encrypted Next.js API router and Spring Boot orchestration bridge with rate limiting and database telemetry.

// Sunspica Zero-Key Ingestion & Dispatch Flow
1. Client Request (Web UI / Android Mobile)
└─ POST /api/ai/chat (Encrypted payload, zero client keys)
2. Next.js API Gateway & Token Bucket Rate Limiter
└─ Session verification & domain sanitization
3. Sunspica Hybrid Knowledge Retriever
├─ Primary: Sunspica Ground Research Repository
└─ Fallback: Real-time Google Knowledge Synthesizer
4. LLM Provider Adapter Strategy
└─ Interchangeable model routing (NVIDIA / Groq / OpenAI / Ollama)
5. Neon PostgreSQL Telemetry Audit
└─ Logged to tables: ai_conversations, ai_messages

Zero Client-Side Token Leaks

All provider secrets stay isolated in server-side environment configurations.

Continuous Telemetry Audit

Every message roundtrip, latency interval, and suggested action is audited in Neon DB.

Dynamic Dual-Source Knowledge

Inquiries regarding external agro-climates automatically fetch corroboration from global knowledge APIs.

Live Interactive Agent Available

Test the Sunspica Domain Agent in Real-Time

Click the floating assistant capsule in the bottom-right corner to test crop pathology diagnostics, mandi price predictions, or inquire about our product ecosystem.