GIndia Tech is India's premier AI & Software Development agency. We deliver custom software, intelligent web & mobile apps, cloud architecture, and GenAI integrations that transform businesses.
From AI strategy to production deployment — GIndia Tech covers the full software development lifecycle.
Custom LLM integrations, chatbots, AI agents, computer vision, and Generative AI solutions using GPT-4, Gemini, LLaMA.
Scalable, high-performance web applications using React, Next.js, Node.js, and modern full-stack architectures.
Cross-platform iOS and Android apps using Flutter and React Native. Native-grade performance with shared codebase.
AWS, Azure, and GCP cloud setup, migration, serverless architecture, DevOps pipelines and infrastructure automation.
Custom ERP, CRM, inventory management, and business process automation solutions built for scale.
Hire dedicated developers, UI/UX designers, data scientists, and DevOps engineers on monthly contracts.
We work with the most powerful and modern technologies to build industry-leading solutions.
A battle-tested 4-phase engineering process that delivers on time and within budget.
Requirements gathering, technical feasibility, architecture planning and project roadmap.
UI/UX design, interactive prototypes, stakeholder review and sign-off.
Sprints-based development with weekly demos, code reviews, and CI/CD pipelines.
Production deployment, performance monitoring, and 6-month post-launch support.
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Real, deployable AI solutions built with the latest stack — each product solving a genuine Indian market problem.
An intelligent ATS (Applicant Tracking System) that uses NLP to automatically screen thousands of resumes, score and rank candidates, schedule interviews, and eliminate bias — designed for Indian hiring workflows in Hindi & English.
✅ Market Demand: Very High — 5,000+ HR agencies in IndiaResume Upload (PDF/DOCX)
│
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┌─────────────┐
│ OCR + Text │ ◄── Apache Tika
│ Extraction │
└──────┬──────┘
│
▼
┌─────────────────┐
│ NLP Engine │ ◄── spaCy + BERT
│ (Skill Extract)│
└──────┬──────────┘
│
▼
┌─────────────────┐
│ AI Scorer │ ◄── GPT-4 + Rules
│ (JD Matching) │
└──────┬──────────┘
│
▼
┌─────────────────┐
│ Dashboard + │ ◄── React.js
│ Auto-Scheduler │
└─────────────────┘
A production-grade conversational AI chatbot on WhatsApp Business API. Handles customer queries, lead capture, appointment booking, order status, and product catalogues — 24/7, in Hindi and English, without human agents.
✅ Market Demand: Extreme — 500M+ WhatsApp users in IndiaUser WhatsApp Message
│
▼
┌──────────────────┐
│ Meta Cloud API │ ◄── Webhook
│ (WhatsApp Biz) │
└───────┬──────────┘
│
▼
┌──────────────────┐
│ Intent Router │ ◄── Dialogflow CX
│ (NLU Layer) │
└───────┬──────────┘
│
▼
┌──────────────────┐
│ RAG Engine │ ◄── LangChain +
│ (Knowledge Base)│ Vector Store
└───────┬──────────┘
│
▼
┌──────────────────┐
│ Response Gen │ ◄── GPT-4o
│ + Personalizer │
└───────┬──────────┘
│
▼
WhatsApp Reply
Instantly extracts, classifies and validates data from invoices, Aadhaar, PAN cards, marksheets, contracts, and government forms using OCR + NLP — with 98%+ accuracy, reducing manual data entry by 90%.
✅ Market Demand: Very High — Banks, NBFCs, Insurance, EdTech, Govt.Document Input
(PDF/IMG/DOCX)
│
▼
┌──────────────┐
│ Pre-Process │ ◄── OpenCV (deskew,
│ + Enhance │ denoise, crop)
└──────┬───────┘
│
▼
┌──────────────┐
│ OCR Engine │ ◄── Google Doc AI
│ │ + Tesseract
└──────┬───────┘
│
▼
┌──────────────────┐
│ Layout LM Model │ ◄── Microsoft
│ (Doc Structure) │ LayoutLMv3
└──────┬───────────┘
│
▼
┌──────────────┐
│ Field │ ◄── Named Entity
│ Extraction │ Recognition
└──────┬───────┘
│
▼
Validated JSON
→ API / Database
A self-serve analytics platform where non-technical managers ask questions in plain English/Hindi — "Show top 5 cities by sales this month" — and get instant visual charts, predictions, and auto-insights powered by Text-to-SQL AI.
✅ Market Demand: High — Retail, Logistics, FMCG, Fintech, Hospital ChainsUser NL Query (Hindi/English)
"Top 5 cities by revenue"
│
▼
┌────────────────────┐
│ Query Parser │ ◄── GPT-4 (Text-to-SQL)
│ (LangChain Agent) │ + LangChain
└────────┬───────────┘
│ Generated SQL
▼
┌────────────────────┐
│ Data Warehouse │ ◄── Snowflake /
│ (SQL Execution) │ BigQuery
└────────┬───────────┘
│ Result DataFrame
▼
┌────────────────────┐
│ Chart Generator │ ◄── D3.js / Recharts
│ + Insight Engine │ + GPT-4 Narration
└────────┬───────────┘
│
▼
Visual Dashboard
+ AI Narrative
A next-gen AI voice bot that replaces old DTMF IVR systems — understands spoken Hindi, English, and 8 regional Indian languages. Handles customer queries, KYC verification, appointment booking and complaint registration via phone call, 24×7.
✅ Market Demand: Extreme — BFSI, Telecom, Healthcare, Govt. HelplinesIncoming Phone Call
│
▼
┌──────────────────┐
│ Telephony Layer │ ◄── Exotel / Twilio
│ (SIP / PSTN) │
└───────┬──────────┘
│ Audio Stream
▼
┌──────────────────┐
│ Speech-to-Text │ ◄── Whisper (OpenAI)
│ (Hindi/English) │ + Google STT
└───────┬──────────┘
│ Transcribed Text
▼
┌──────────────────┐
│ NLU + Intent │ ◄── Rasa + Custom
│ Classification │ Transformer
└───────┬──────────┘
│
▼
┌──────────────────┐
│ Response Engine │ ◄── GPT-4 (context-
│ + Business Logic│ aware responses)
└───────┬──────────┘
│ Response Text
▼
┌──────────────────┐
│ Text-to-Speech │ ◄── Amazon Polly
│ (Natural Voice) │ + WaveNet TTS
└───────┬──────────┘
│ Audio
▼
Caller hears
AI Response
Enterprise IoT telemetry pipeline processing real-time GPS coordinates, vehicle OBD-II diagnostics, dynamic route re-routing, driver safety scoring, and fuel theft prevention.
✅ Market Demand: Extreme — Cabs, Logistics, Freight & Bus FleetsIoT / GPS Telemetry Stream
│
▼
┌──────────────┐
│ MQTT Ingest │ ◄── EMQX + Kafka Broker
└──────┬───────┘
│
▼
┌──────────────┐
│ Geofence AI │ ◄── PostGIS + Spatial Engine
└──────┬───────┘
│
▼
┌──────────────┐
│ Route & Fuel │ ◄── Deep Learning Optimizer
│ Optimizer │ (Graph Neural Net)
└──────┬───────┘
│
▼
Live Fleet Ops Center
Intelligent dispatch allocation, spatio-temporal demand forecasting, real-time surge pricing algorithms, and automated cancellation/no-show risk classification for on-demand platforms.
✅ Market Demand: High — Cab Aggregators, Delivery Apps, HealthcareCustomer Booking Request
│
▼
┌──────────────┐
│ Demand Zone │ ◄── Spatio-Temporal LSTM
│ Forecasting │
└──────┬───────┘
│
▼
┌──────────────┐
│ Dynamic │ ◄── Multi-Armed Bandit
│ Surge Model │ Surge Pricing
└──────┬───────┘
│
▼
┌──────────────┐
│ Global Match │ ◄── Hungarian Algorithm
│ Engine │ (ETA & Deadhead Minimizer)
└──────┬───────┘
│
▼
Automated Driver Assignment
Fully automated outbound AI calling system for lead qualification, appointment reminders, payment collection, customer feedback, and survey campaigns. AI handles 1000+ simultaneous calls with natural human-like conversation in Hindi & English — replacing 50+ human agents.
✅ Market Demand: Massive — Banks, Insurance, EdTech, D2C, HealthcareCampaign Manager (CRM/CSV Upload)
│
▼
┌──────────────┐
│ Call Dialer │ ◄── Exotel / Twilio Parallel
│ Engine │ Concurrent Call Manager
└──────┬───────┘
│ Voice Stream
▼
┌──────────────┐
│ Whisper STT │ ◄── Real-time Speech-to-Text
│ (Hindi/Eng) │ Sub-300ms Latency
└──────┬───────┘
│ Text
▼
┌──────────────┐
│ AI Agent │ ◄── GPT-4 + Dynamic Script
│ (Context │ Template Engine
│ Aware) │
└──────┬───────┘
│
▼
┌──────────────┐
│ TTS Engine │ ◄── Amazon Polly + ElevenLabs
│ (Natural │ Neural Voice Cloning
│ Voice) │
└──────┬───────┘
│
▼
Call Recording +
Sentiment Analysis +
Auto CRM Update
Enterprise data pipeline that ingests booking data, call logs, chat transcripts, tracking events, and CRM records — then uses ML models to predict churn, detect fraud, identify high-value customers, optimize marketing spend, and generate automated business reports with actionable insights.
✅ Market Demand: Very High — Every Data-Driven Business Needs ThisMulti-Source Data Ingestion
┌──────┬──────┬──────┬──────┐
│Booking│ Call │ Chat │Track │
│ Data │ Logs │ Msgs │Events│
└──┬───┴──┬──┴──┬──┴──┬───┘
│ │ │ │
└──────┼─────┼─────┘
▼
┌──────────────┐
│ ETL Pipeline │ ◄── Apache Airflow
│ (Clean/Join) │ + dbt Transform
└──────┬───────┘
│
▼
┌──────────────┐
│ Feature │ ◄── Feast Feature Store
│ Engineering │ Real-time + Batch
└──────┬───────┘
│
┌──────┼──────┐
│ │ │
▼ ▼ ▼
┌─────┐┌─────┐┌─────┐
│Churn││Fraud││Value│
│Model││Model││Score│
└──┬──┘└──┬──┘└──┬──┘
│ │ │
└──────┼──────┘
▼
┌──────────────┐
│ AI Dashboard │ ◄── GPT-4 Narrative
│ + NL Reports │ Auto-Insights
└──────────────┘
Complete SaaS platform for doorstep car wash businesses — AI optimizes washer routing, predicts demand by locality and weather, manages real-time slot booking, automated invoicing, customer CRM with upsell intelligence, and subscription management. White-label solution deployable to any city.
✅ Market Demand: Exploding — On-Demand Services, $50B Global Car Care MarketCustomer App (PWA / Native)
│
▼
┌──────────────┐
│ Smart Slot │ ◄── Weather API + Historical
│ Optimizer │ Demand Prediction (LSTM)
└──────┬───────┘
│
▼
┌──────────────┐
│ AI Washer │ ◄── Graph Neural Network
│ Route Engine │ TSP with Time Windows
└──────┬───────┘
│
▼
┌──────────────┐
│ Dynamic │ ◄── Reinforcement Learning
│ Pricing │ Zone × Time × Weather
└──────┬───────┘
│
▼
┌──────────────┐
│ CRM + Upsell │ ◄── Propensity Scoring
│ Intelligence │ (XGBoost + GPT-4)
└──────────────┘
Enterprise-grade computer vision platform using CCTV feeds for real-time face recognition attendance, intrusion detection, PPE compliance monitoring, vehicle ANPR (Automatic Number Plate Recognition), crowd density estimation, and anomaly alerting — all processed at the edge with no cloud dependency.
✅ Market Demand: Critical — Factories, Offices, Smart Cities, DefenceCCTV / IP Camera Feed (RTSP)
│
▼
┌──────────────┐
│ Edge GPU │ ◄── NVIDIA Jetson / Intel
│ Processor │ OpenVINO Runtime
└──────┬───────┘
│ Frames
▼
┌──────────────┐
│ YOLOv8 │ ◄── Object Detection
│ + DeepFace │ Face Recognition
└──────┬───────┘
│ Detections
▼
┌──────────────┐
│ Action │ ◄── Transformer Model
│ Recognition │ Anomaly Classifier
└──────┬───────┘
│ Events
▼
┌──────────────┐
│ Alert Engine │ ◄── SMS + WhatsApp +
│ + Dashboard │ Siren Trigger
└──────────────┘
Private, secure Retrieval-Augmented Generation (RAG) system that ingests your company's documents, SOPs, policies, emails, Slack threads, and databases — then lets any employee ask questions in natural language and get accurate, cited answers with source references. Like having ChatGPT trained exclusively on YOUR company data.
✅ Market Demand: #1 Enterprise AI Use Case — Every Company Needs ThisDocument Sources
┌──────┬──────┬──────┬──────┐
│ PDFs │Google│Slack │ DB │
│ │Drive │Msgs │Tables│
└──┬───┴──┬──┴──┬──┴──┬───┘
│ │ │ │
└──────┼─────┼─────┘
▼
┌──────────────┐
│ Chunking + │ ◄── Semantic Splitting
│ Embedding │ (text-embedding-3)
└──────┬───────┘
│ Vectors
▼
┌──────────────┐
│ Pinecone / │ ◄── Vector Database
│ Qdrant │ Hybrid Search
└──────┬───────┘
│ Top-K Results
▼
┌──────────────┐
│ GPT-4o │ ◄── Context Window
│ + Citations │ Source Attribution
└──────┬───────┘
│
▼
Answer with Source
References & Confidence
┌─────────────────────────────────────────────────────────────────────────────┐
│ CLIENT LAYER (End Users / Businesses) │
│ Web Browser │ Mobile App │ WhatsApp │ Phone Call │ API Partner │
└──────────────────────────────────┬──────────────────────────────────────────┘
│ HTTPS / WSS / SIP
┌──────────────────────────────────▼──────────────────────────────────────────┐
│ API GATEWAY + CDN + LOAD BALANCER │
│ AWS CloudFront │ Nginx │ AWS API Gateway │
└──────────┬────────────────────────────────────────────┬───────────────────-─┘
│ │
┌──────────▼──────────┐ ┌──────────▼────────────────────┐
│ AI / ML SERVICE │ │ CORE BUSINESS API │
│ (Python FastAPI) │ │ (Node.js / Django REST) │
│ ┌───────────────┐ │ │ ┌───────────────────────────┐ │
│ │ LLM Engine │ │ │ │ Business Logic Layer │ │
│ │ GPT-4o + │ │ │ │ Auth │ RBAC │ Billing │ │
│ │ LangChain │ │ │ └───────────────────────────┘ │
│ └───────────────┘ │ └──────────┬─────────────────────┘
│ ┌───────────────┐ │ │
│ │ RAG Pipeline │ │ ┌──────────▼─────────────────────┐
│ │ (Embeddings) │ │ │ DATABASE LAYER │
│ └───────────────┘ │ │ PostgreSQL │ MongoDB │ Redis │
└──────────┬──────────┘ │ Pinecone (Vector) │ AWS S3 │
│ └────────────────────────────────┘
┌──────────▼──────────┐
│ ML MODEL STORE │
│ HuggingFace Hub │
│ Custom Fine-tuned │
│ TensorFlow Models │
└─────────────────────┘
MONITORING: Prometheus + Grafana │ Sentry │ AWS CloudWatch
CI/CD: GitHub Actions │ Docker │ Kubernetes │ Terraform