┌──────────────────────────────────────────────────────────────────────────────────┐
│                               ADAPTNXT LABS                                      │
├──────────────────────┬──────────────────────┬────────────────────────────────────┤
│ 👁️ COMPUTER VISION   │ 📡 INDUSTRIAL IOT    │ 🧠 AGENTIC & CLOUD AI             │
│ • NVIDIA Jetson Orin │ • Modbus / MQTT      │ • Enterprise LangGraph Workflows   │
│ • DeepStream / YOLO  │ • Store-and-Forward  │ • AWS Bedrock VPC Private RAG      │
│ • Polygon Red-Zones  │ • ESP32 / STM32 RTOS │ • Domain-Specific LLM Fine-Tuning  │
│ • PPE Compliance CV  │ • TinyML FFT Anomaly │ • ABDM M1/M2/M3 & FHIR R4 Health   │
└──────────────────────┴──────────────────────┴────────────────────────────────────┘

Sub-100ms real-time video stream ingestion on NVIDIA Jetson (AGX Orin, Orin Nano, Xavier) and edge industrial PCs.

• Industrial Safety Sentinels: Real-time exclusion zone intrusion detection, overhead crane red-zones, and automatic PLC emergency shutdowns.
• Manufacturing Defect Inspection: Visual defect inspection for steel, automotive casting, and surface quality control.
• Smart Retail & Logistics: Multi-camera customer tracking, heatmaps, yard automation, and wagon inspection.

Device-to-cloud telemetry architectures designed for resilience across intermittent factory networks.

• Modbus/MQTT Telemetry Gateways: Automated byte/word swapping with SQLite persistent store-and-forward buffers.
• Embedded Firmware & RTOS: Production-grade FreeRTOS, bare-metal C/C++, and encrypted A/B dual-bank FOTA bootloaders.
• TinyML & Vibration Analytics: High-frequency FFT vibration anomaly detection under 256KB RAM on ARM Cortex-M microcontrollers.

Privacy-first LLM applications operating securely within customer-isolated cloud environments.

• Multi-Agent Support Orchestration: Deterministic ticket routing with LangGraph and CrewAI state graphs.
• AWS Bedrock VPC RAG: Retrieval-augmented generation with private VPC endpoints to AWS Bedrock and PostgreSQL (pgvector).
• Open-Source LLM Serving: Self-hosted vLLM inference for Llama, DeepSeek, and Mistral with enterprise network isolation.

HIPAA and Indian DPDP Act aligned medical software engineering.

• Ayushman Bharat Digital Mission (ABDM): Milestone 1 (ABHA creation), Milestone 2 (HIP care context discovery & linking), and Milestone 3 (Consent Manager) workflows.
• HL7 FHIR R4 Bundles: Structured transformation of clinical OPD consultations, lab panels, and discharge summaries conforming to NRCES standards.

We build and open-source lightweight developer templates and reference starter kits for the engineering community:

Repository	Description	Tech Stack	Status
modbus-mqtt-telemetry-encoder	Industrial Modbus RTU/TCP to MQTT encoder with resilient SQLite store-and-forward queue	Python • Modbus • MQTT • SQLite
jetson-yolo-rtsp-pipeline	Hardware-accelerated NVIDIA Jetson RTSP streaming, YOLO inference & polygon zone sentinel	Python • Jetson GStreamer • YOLO • DeepStream
abdm-m1-m2-fhir-fastapi	FastAPI middleware for Indian ABDM M1 (ABHA), M2 (HIP linking) & NRCES FHIR R4 bundling	Python • FastAPI • FHIR R4 • Cryptography
langgraph-multiagent-support-starter	Multi-agent customer support routing, intent triage & PII guardrails on LangGraph state graph	Python • LangGraph • FastAPI • Pydantic V2
tinyml-vibration-anomaly-starter	Zero-allocation C99 Radix-2 FFT vibration anomaly detection firmware (< 256KB RAM) & training pipeline	C99 • FreeRTOS • ESP32 • Python • TinyML
aws-bedrock-vpc-rag-template	Private VPC-isolated RAG architecture with Claude 3.5 Sonnet, Titan V2 & Aurora PGVector	Terraform • AWS Bedrock • pgvector • Python

Experience AdaptNXT's Computer Vision and AI models directly in your browser with zero setup or installation:

👉 Explore All 10+ Live Sandboxes in the AdaptNXT Playground Hub

• Railway Safety & Locomotive Systems: Driver Display Unit (DDU) modernization with embedded Qt/C++ and real-time Hot Axle Box thermal monitoring (Read Case Study).
• Factory Floor Safety & Computer Vision: AI smart camera sentinel for zone intrusion prevention and automated machinery cut-off (Read Case Study).
• Healthcare Clinic Management & ABDM Compliance: Complete OPD clinic operating system with out-of-the-box ABHA linking and NRCES FHIR bundles (Read Case Study).
• Predictive Maintenance Telemetry: Shop floor Overall Equipment Effectiveness (OEE) tracking and vibration sensor analytics (Read Case Study).

We work with enterprise R&D teams, high-growth hardware startups, and SaaS platforms across the United States, Europe, and India:

• Proof-of-Concept (PoC): 4–8 weeks to validate complex computer vision or hardware feasibility.
• Production MVP Delivery: 8–16 weeks for end-to-end cloud, firmware, and software delivery.
• Client IP Ownership: Commercial deliverables (source code, schematics, and custom model weights) are owned by the client upon project completion as governed by agreement.