Accelerate Your Business
on Microsoft Azure
From cloud-first startups to Fortune 500 enterprises — SchwettmannTech designs, migrates, and manages your Azure infrastructure with certified architects who've delivered 200+ Azure projects across India. Reduce costs, boost agility, and innovate faster.
End-to-End Azure Cloud Services for India
From strategy and migration to ongoing managed services — our certified Azure architects cover every layer of your cloud journey.
Complete Azure Capability Coverage
Our certified team covers every Azure service area — from infrastructure and data to AI and modern applications.
Azure Infrastructure as Code
Terraform + Bicep templates for repeatable, version-controlled Azure environments. Spin up entire production stacks in minutes — with drift detection and automated remediation.
- Azure Virtual Networks & Subnets
- Azure Kubernetes Service (AKS)
- Azure App Service & Functions
- Azure Load Balancer & Traffic Manager
Zero Trust Security
Microsoft Defender for Cloud, Azure Sentinel, Entra ID, and Conditional Access — implementing Zero Trust across every workload and identity.
- CERT-In Compliance
- RBI & SEBI Guidelines
- Data Residency: India Regions
Azure Data Platform
Azure Synapse, Data Factory, SQL MI, Cosmos DB, and Azure Data Lake — unified modern data estate for analytics and AI.
Azure AI & Machine Learning
OpenAI GPT-4o, Azure ML, AI Studio, Copilot in Azure, AI Vision & AI Search — 7 dedicated service areas. Explore all Azure AI services ↓
DevOps & GitOps
Azure DevOps pipelines, GitHub Actions, ArgoCD — CI/CD for microservices on AKS with Helm charts and full observability.
Azure FinOps Programme
Structured 90-day FinOps engagement: audit → right-size → Reserved Instances → savings plans → chargeback. Average saving: 42% of Azure spend.
- Azure Cost Management + Billing
- Reserved Instances & Savings Plans
- Resource tagging & chargeback
India Data Residency
All deployments available in Azure Central India (Pune), South India (Chennai), and West India (Mumbai) — meeting CERT-In, DPDP Act, and RBI data localisation mandates for Indian enterprises and regulated industries.
Azure AI & Machine Learning Services
From generative AI and large language models to custom ML pipelines, computer vision and enterprise search — SchwettmannTech implements the full Azure AI portfolio for Indian enterprises. Every service is deployed in Azure India regions with data residency compliance.
Build, Train & Deploy ML Models at Scale
Azure Machine Learning is Microsoft's enterprise MLOps platform — from data prep and feature engineering to model training, deployment, and monitoring. SchwettmannTech's ML engineers design end-to-end ML pipelines for Indian enterprises: demand forecasting, fraud detection, predictive maintenance, churn prediction, and NLP solutions — all hosted in Azure India regions.
AutoML & Designer
No-code AutoML for regression, classification, time-series forecasting, and NLP. Azure ML Designer for visual drag-and-drop pipelines — ideal for business analysts and data scientists.
MLOps Pipelines
Version-controlled ML pipelines with Azure ML Pipelines, GitHub Actions, and Azure DevOps. Automated retraining triggers, model registry, and A/B deployment with canary rollouts.
Real-time & Batch Inference
Deploy models as REST endpoints on Azure Kubernetes Service (AKS) for real-time scoring, or as batch inference pipelines on Azure ML compute for large-scale predictions.
Responsible AI
Built-in fairness assessment, model explainability (SHAP/LIME), differential privacy, and error analysis. Comply with India's DPDP Act and audit requirements with model cards and lineage tracking.
Industry ML Solutions
Pre-built industry ML templates — manufacturing predictive maintenance (Azure IoT + ML), BFSI fraud detection, retail demand forecasting, and healthcare risk scoring using India-specific datasets.
Feature Store & Data Integration
Azure ML Feature Store integrated with Azure Synapse, Databricks, and Dataverse — centralised feature management, lineage, and reuse across multiple ML projects and teams.
Pre-built AI Capabilities for Every Application
Azure AI Services (formerly Cognitive Services) provides 30+ pre-built AI APIs covering language, speech, vision, and decision intelligence — consumable via REST or SDK with no ML expertise required. SchwettmannTech integrates AI Services into Dynamics 365, Power Platform, and custom applications to add intelligence instantly: sentiment analysis, language translation, speech-to-text, anomaly detection, and more.
Document Intelligence
Extract structured data from invoices, purchase orders, tax forms (GST, ITR), contracts, and custom documents. Pre-built models for common Indian business documents with 95%+ field accuracy.
Language & Translation
Sentiment analysis, key phrase extraction, entity recognition, and PII detection. Neural machine translation supporting Hindi, Tamil, Telugu, Bengali, Marathi — essential for India multilingual deployments.
Speech Services
Real-time speech-to-text transcription for contact centres with speaker diarisation. Text-to-speech for IVR and accessibility. Custom speech models for Indian English accents and regional languages.
Anomaly Detector
Univariate and multivariate anomaly detection for time-series data — IoT sensor monitoring, financial transaction fraud, supply chain disruptions, and infrastructure performance anomalies.
Content Safety
Detect and filter harmful content — hate speech, violence, self-harm, and explicit material — across text and images. Essential for UGC platforms, EdTech, and social applications operating in India.
D365 & Power Platform Integration
Embed AI Services directly into Dynamics 365 workflows: auto-classify support tickets (Language), extract invoice data (Document Intelligence), transcribe call recordings (Speech) — all via Power Automate connectors.
Manage Your Cloud with Copilot Intelligence
Microsoft Copilot in Azure embeds generative AI directly into the Azure portal — enabling natural language queries, automated troubleshooting, resource optimisation recommendations, and infrastructure deployment via conversational prompts. SchwettmannTech configures and trains your teams on Copilot in Azure to dramatically reduce operational overhead and accelerate cloud administration for Indian IT teams.
Natural Language Azure Management
Ask Copilot in Azure to retrieve resource health, query Log Analytics workspaces, explain Azure Monitor alerts, and summarise cost anomalies — all in conversational English without KQL or CLI expertise.
Intelligent Troubleshooting
Copilot analyses Azure Monitor, Application Insights, and Defender for Cloud data to diagnose root causes of outages, recommend remediation steps, and generate incident reports — cutting MTTR by 70%.
IaC & ARM Template Generation
Generate Terraform, Bicep, and ARM templates from natural language descriptions. Copilot understands Azure best practices and Well-Architected Framework guidelines — producing production-ready IaC with security defaults.
Cost Optimisation Insights
Copilot proactively surfaces right-sizing recommendations, idle resource identification, Reserved Instance opportunities, and budget anomalies — helping Indian enterprises eliminate Azure waste continuously.
Security Posture Guidance
Copilot in Defender for Cloud explains security recommendations in plain English, generates remediation scripts, and provides compliance gap analysis against CERT-In, and CIS benchmarks.
Team Enablement
SchwettmannTech delivers Copilot in Azure adoption workshops for Indian IT teams — including prompt engineering for DevOps, FinOps query templates, and governance guardrails for Copilot usage policies.
Deploy GPT-4o & DALL-E on Your Enterprise Data
Azure OpenAI Service provides access to OpenAI's most powerful models — GPT-4o, GPT-4 Turbo, GPT-3.5, DALL-E 3, Whisper, and text embedding models — hosted entirely within Microsoft Azure's compliant, enterprise-grade infrastructure. SchwettmannTech builds production-grade Retrieval-Augmented Generation (RAG) systems, custom Copilot assistants, document automation, and code generation tools for Indian enterprises — with full data residency in Azure India regions.
RAG on Enterprise Data
Retrieval-Augmented Generation pipelines on your proprietary documents, SharePoint libraries, Dataverse records, and SQL databases. Employees ask questions in natural language — answers grounded in your data, not hallucinations.
Custom Copilot Assistants
Build branded AI assistants for sales, HR, finance, and customer service using Azure OpenAI + Azure AI Search + Semantic Kernel. Deploy as Teams tab, web chat widget, or D365 embedded assistant.
Document Automation
Auto-extract, summarise, classify, and compare contracts, RFPs, financial reports, and regulatory filings. GPT-4o's 128K context window processes entire documents — extracting obligations, risks, and key terms.
DALL-E 3 Image Generation
Generate product images, marketing visuals, architectural mockups, and training materials at scale. Integrate DALL-E 3 into Power Apps and custom portals — with content filtering for safe enterprise use.
Fine-tuning & PTU
Fine-tune GPT-3.5 and GPT-4 on your domain-specific data — legal, medical, financial, manufacturing. Provisioned Throughput Units (PTU) for guaranteed latency SLAs in production applications.
Enterprise Governance
Azure OpenAI deployments in India regions — data never leaves your tenant, never used for OpenAI model training. Azure RBAC, managed identities, content filtering, and private endpoints for maximum security compliance.
Design, Test & Deploy AI Apps in One Platform
Azure AI Studio is Microsoft's unified AI development hub — combining the model catalogue (600+ models from OpenAI, Meta, Mistral, Cohere, and Microsoft), prompt flow orchestration, evaluation frameworks, and one-click deployment. SchwettmannTech uses AI Studio as the foundation for all enterprise AI application development — from rapid prototyping to production-grade generative AI solutions for Indian enterprises.
Model Catalogue & Selection
Access 600+ models including GPT-4o, Llama 3.1, Mistral Large, Phi-3, Cohere Command R+, and domain-specific models. Benchmark models against your own data before committing — all within AI Studio's evaluation framework.
Prompt Flow Orchestration
Visual DAG-based orchestration for complex LLM workflows — chaining retrievers, prompts, tools, and post-processors. Version-controlled, testable, and deployable as managed API endpoints with a single click.
AI App Evaluation
Automated evaluation of generative AI applications — measuring groundedness, relevance, coherence, fluency, and safety. Run batch evaluations on test datasets before every deployment to catch regressions early.
Grounding with Enterprise Data
Connect AI Studio to Azure AI Search indexes, Azure Blob Storage, SharePoint, and SQL databases for RAG-based grounding. AI Studio's built-in indexing pipeline chunksings, embeds, and indexes your documents automatically.
LLMOps & Continuous Improvement
End-to-end LLMOps lifecycle in AI Studio: experiment tracking, prompt versioning, A/B evaluation, canary deployment, and production monitoring with drift detection — for continuously improving AI applications.
Responsible AI & Content Safety
Built-in Responsible AI dashboard for fairness, interpretability, error analysis, and causal analysis. Azure Content Safety integration blocks harmful outputs. DPDP Act compliance built into AI Studio's data handling pipeline.
Extract Intelligence from Images & Video
Azure AI Vision provides state-of-the-art computer vision capabilities — image analysis, OCR, face detection, object detection, video analysis, and custom model training — via simple REST APIs. SchwettmannTech implements Vision AI solutions for Indian manufacturers (defect detection), retailers (shelf analytics), logistics providers (document scanning), healthcare providers (medical imaging), and BFSI firms (KYC automation).
Image Analysis 4.0
Detect objects, scenes, activities, brands, and generate rich image captions using Florence foundation model. Analyse product images, social media content, and document photos — all via a single API call.
OCR & Document Scanning
Extract printed and handwritten text from invoices, forms, cheques, and ID documents with 99%+ accuracy. Supports Hindi Devanagari, Tamil, Telugu scripts alongside English — ideal for Indian multilingual document workflows.
Custom Vision — Defect Detection
Train custom image classification and object detection models with 50+ labelled images. Manufacturing use cases: surface defect detection on production lines, quality control for packaging, PCB inspection — real-time on Azure IoT Edge.
Video Indexer
Automatically transcribe, translate, and index video content. Extract faces, brands, topics, emotions, and scenes. EdTech companies index lecture libraries; media firms tag archives; manufacturing firms analyse safety training videos.
Spatial Analysis
Real-time people counting, zone entry/exit detection, and social distancing monitoring from CCTV feeds. Retail analytics (footfall, dwell time, queue length), smart building occupancy, and factory floor safety compliance.
KYC & Identity Verification
Automated extraction of Aadhaar, PAN card, passport, and driving licence data for BFSI KYC workflows. Liveness detection and face match for digital onboarding — RBI-compliant video KYC integration available.
Vector Search & RAG for Enterprise Knowledge
Azure AI Search (formerly Cognitive Search) is the backbone of every enterprise RAG solution — providing hybrid vector + keyword search, semantic ranking, and integrated skillsets for AI enrichment. SchwettmannTech implements AI Search as the retrieval layer for Azure OpenAI Copilots, Dynamics 365 knowledge bases, SharePoint intelligent portals, and enterprise document discovery platforms across India.
Vector & Hybrid Search
Store and query dense vector embeddings alongside traditional keyword indexes. Hybrid search (RRF fusion of vector + BM25) delivers the best recall — critical for RAG systems where missing relevant chunks means wrong answers.
Semantic Ranking
Azure AI Search's L2 semantic reranker uses deep learning to rescore top results by meaning — not just keyword frequency. Improves RAG answer quality by 40% compared to BM25-only retrieval.
AI Enrichment & Skillsets
Built-in AI enrichment pipeline: OCR, entity extraction, key phrase extraction, language detection, image captioning, and custom Azure ML skill invocation — all running during document indexing to enrich your search content.
Integrated Vectorisation
One-click integrated vectorisation with Azure OpenAI embeddings — AI Search auto-chunks documents, calls the embedding model, and stores vectors in the index. No external chunking pipeline code required.
Multi-source Indexers
Built-in indexers for Azure Blob Storage, SharePoint Online, Azure SQL, Cosmos DB, and Dataverse. Index your entire enterprise knowledge base — from HR policies to product manuals — in a single unified search index.
OpenAI & D365 Integration
Azure AI Search is the retrieval backbone for Azure OpenAI RAG architectures and Microsoft Copilot Studio. We integrate AI Search with Dynamics 365 Knowledge Base, Power Pages portals, and custom web apps for intelligent enterprise search experiences.
Our Proven 6-Phase Azure Migration Framework
Every Azure engagement follows our structured Cloud Adoption Framework-aligned methodology — proven across 200+ India deployments.
Azure for Every Industry in India
Industry-specific Azure reference architectures and compliance configurations — CERT-In, RBI, SEBI, NABH, and more.
All our Azure deployments prioritise India data residency — Central India (Pune), South India (Chennai), West India (Mumbai). We ensure compliance with CERT-In cloud guidelines, RBI data localisation directives, and the Digital Personal Data Protection (DPDP) Act 2023.
Proven Results from Azure Deployments
Outcomes from SchwettmannTech's Azure engagements across India's enterprise sector — backed by Microsoft's Total Economic Impact studies.
What Our Azure Clients Say
"SchwettmannTech migrated our entire 200-server on-premise infrastructure to Azure in 8 weeks with zero downtime. Our disaster recovery RTO dropped from 48 hours to 15 minutes, and our monthly IT costs fell by 44%. Their FinOps team saved us ₹2.2Cr in the first year alone."
"As an NBFC, data residency and RBI compliance were non-negotiable. SchwettmannTech designed our entire Azure architecture around India regions and CERT-In guidelines. We passed our RBI cloud audit on the first attempt and now run all core banking workloads on Azure."
"Our SaaS product needed to scale from 500 to 50,000 concurrent users during IPL season. SchwettmannTech architected our Azure Kubernetes Service cluster with autoscaling that handled 100x traffic spikes flawlessly — zero downtime, zero manual intervention."
Common Azure Questions
Have more questions? Our Azure architects are happy to help — book a free 30-minute consultation.
Start Your Azure Cloud Journey Today
Book a free 2-hour Azure Cloud Readiness Assessment. We'll audit your current infrastructure, model cost savings, and deliver a phased Azure migration roadmap — no commitment required.