Full-Stack AI Capabilities
From intelligent agents that reason and orchestrate, to sensors that gather physical-world data, to voice and vision interfaces — NirmanAgents.ai designs and builds complete AI systems across every layer.
Three Layers of AI Capability
Every production AI system operates across all three — reasoning, sensing and interacting.
Agentic AI & LLM Systems
Multi-step reasoning, tool use, workflow orchestration and autonomous decision-making — the intelligence layer that drives everything else.
Agentic Workflow Design
Multi-agent systems that decompose goals, call tools, handle exceptions and produce reliable outputs across complex business processes.
LLM Integration & Orchestration
Model selection, prompt architecture, context management and structured output handling for Claude, GPT-4, Gemini and open-source LLMs.
MCP & Tool Connectivity
Standardised tool integration using the Model Context Protocol — connecting AI agents to databases, APIs, internal systems and external services reliably.
RAG & Knowledge Systems
Retrieval-Augmented Generation pipelines that ground LLM outputs in your organisation's actual knowledge — documents, databases, internal wikis.
Physical Intelligence — IoT, AR & Wearables
Connect the physical world to the reasoning layer. Sensors, machines, wearables and AR overlays feeding real-time context into AI systems.
IoT & Sensor Intelligence
Connect physical assets — machines, vehicles, fields, buildings — to AI systems that monitor, predict and act in real time without waiting for human intervention.
Augmented Reality (AR)
Overlay AI-generated guidance, diagnostics and contextual data onto the real world — empowering field workers and technicians with hands-free intelligence exactly when they need it.
Wearables & Body-Area AI
Smartwatches, health bands, safety vests and biometric sensors feeding AI systems that monitor worker health, safety compliance and real-time vitals.
Predictive Maintenance & Digital Twins
Real-time equipment monitoring with anomaly detection and failure prediction — reducing unplanned downtime and extending asset life across industrial environments.
Voice, Multimodal & Mobile AI
How users and systems interact with AI — voice interfaces, vision pipelines, mobile AI agents and location-aware intelligence.
Voice AI & IVR Modernisation
LLM-powered voice agents that handle intent recognition, dynamic routing and natural exception handling — replacing rigid IVR trees with intelligent conversation.
Vision & Image Intelligence
Computer vision for quality inspection, defect detection, document understanding and visual diagnostics — from factory floors to clinical imaging.
Multimodal AI Fusion
Systems that combine vision, audio, sensor data and text simultaneously — for diagnostics, inspections and field intelligence that single-modal AI cannot handle.
Mobile & Location AI
Mobile-first AI applications with location context, beacon integration and context-aware agents for field teams, logistics and last-mile operations.
How It Comes Together
Every NirmanAgents.ai system is designed across four integrated layers — from raw data to intelligent action.
Data & Sensing Layer
IoT sensors, APIs, databases, documents, vision feeds and audio streams — structured into a clean, reliable data foundation that AI can actually reason over.
AI Reasoning Layer
LLMs, retrieval systems and multimodal models that interpret context, generate insights and make structured decisions grounded in your specific domain knowledge.
Orchestration & Agent Layer
Agentic frameworks that sequence actions, manage state, call tools, coordinate sub-agents and handle failures — turning single-model calls into reliable multi-step workflows.
Delivery & Interface Layer
AR overlays, voice interfaces, mobile apps, dashboards and embedded APIs — delivering AI outputs to the right person, in the right format, at the right moment.
AI + IoT + AR Use Cases by Industry
Real-world applications where connected intelligence creates measurable operational impact across 14 industries.
Manufacturing & Industrial
- IoT-driven predictive maintenance
- AR-guided assembly & QC
- Digital twin monitoring
- Real-time OEE dashboards
- Wearable worker safety alerts
Agritech & Rural Systems
- Soil & crop sensor agents
- Drone + IoT field monitoring
- Irrigation automation AI
- Weather-integrated advisory agents
- AR crop disease identification
Supply Chain & Logistics
- GPS + IoT fleet tracking agents
- Cold chain condition monitors
- AR warehouse picking assist
- Shipment integrity sensors
- Last-mile delivery intelligence
Healthcare & Hospitals
- Wearable vitals monitoring agents
- IoT-connected ICU alerts
- AR-assisted procedural guidance
- Remote patient monitoring
- Drug & asset tracking sensors
EV & Automotive
- Battery IoT health agents
- Connected vehicle diagnostics
- AR heads-up driver assist
- Charging station IoT monitoring
- Fleet telematics AI
Mining & Minerals
- Underground sensor safety agents
- Equipment IoT condition monitors
- AR drilling guidance overlays
- Wearable gas & hazard alerts
- Ore tracking & flow agents
Forest & Environment
- Remote sensor deforestation alerts
- Air & water quality IoT agents
- Wildlife tracking & monitoring
- AR site compliance overlays
- Carbon monitoring sensor feeds
Construction & Real Estate
- Site IoT safety monitoring
- AR BIM model overlay on-site
- Equipment utilisation sensors
- Structural health monitoring
- Wearable worker fatigue alerts
Transport & Mobility
- Connected vehicle IoT agents
- Passenger flow sensors
- AR driver assist overlays
- Predictive breakdown alerts
- Smart traffic & route AI
Retail & E-Commerce
- Computer vision shelf monitoring
- Customer flow & dwell analytics
- Inventory IoT tracking agents
- AR product visualisation
- Location-aware customer AI
Telecom & Networks
- Network anomaly detection agents
- IVR modernisation with LLMs
- Churn prediction AI
- IoT-connected tower monitoring
- Customer intelligence platforms
Government & Public Sector
- Smart city IoT sensor networks
- AI-assisted citizen service agents
- Infrastructure monitoring AI
- Compliance & audit automation
- Emergency response intelligence
Education & EdTech
- Adaptive learning AI agents
- AR lab & simulation environments
- Student performance analytics
- Voice-assisted tutoring systems
- Attendance & engagement IoT
Professional Services
- Document intelligence & RAG agents
- Agentic research & due diligence
- Contract review automation AI
- Client intelligence platforms
- Compliance monitoring agents
Design Your Full-Stack AI System
Whether you are starting with a single sensor layer or orchestrating a multi-agent enterprise platform, we design the architecture before you write a line of code.