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Home/Services/Azure AI/AI Services
Azure AI Services · Cognitive APIs India

Embed AI Intelligence into
Every Application

Azure AI Services (formerly Cognitive Services) delivers 30+ pre-built AI capabilities — document extraction, NLP, speech, translation, and anomaly detection — via simple REST APIs. SchwettmannTech integrates these into your Dynamics 365, Power Platform, and custom applications so you add production-grade AI without building models from scratch.

Certified Azure AI Partner India
30+ AI APIs Implemented
Multi-language: Hindi, Tamil, Telugu
30+
AI APIs in Azure Cognitive portfolio
95%
Document extraction accuracy
40+
Languages supported incl. Indian
Days
Typical API integration turnaround
Azure AI Services · Live Dashboard
Live
₹0
Manual Data Entry
↓ 92%
99.1%
OCR Accuracy
↑ Field Ext
42ms
API Latency
↓ 55%
A+
Compliance
DPDP Act
Document Intelligence — Invoice Extraction
GST/PO invoices · 95% field accuracy · Dataverse push
Active
Language Service — Sentiment Analysis
Support tickets · Hindi+English · Entity tagging
Running
Speech Service — Contact Centre STT
Real-time transcription · Speaker diarisation · IVR
Live
Anomaly Detector — IoT Monitoring
12 sensor streams · Multivariate · Alert to Teams
Watching
AI Insight: Document Intelligence processed 14,200 invoices this month — 97.3% auto-posted to Dataverse with zero manual review. Anomaly Detector flagged 3 sensor drift events before failure.
30+
AI Cognitive APIs Available
95%
OCR & Field Extraction Accuracy
40+
Languages Supported
Days
Typical API Integration Time
Document IntelligenceForm RecogniserLanguage ServiceSpeech-to-TextText-to-SpeechTranslator APIAnomaly DetectorContent SafetyHindi NLPTamil SupportD365 IntegrationPower Automate ConnectorDocument IntelligenceForm RecogniserLanguage ServiceSpeech-to-TextText-to-SpeechTranslator APIAnomaly DetectorContent SafetyHindi NLPTamil SupportD365 IntegrationPower Automate Connector
Services

End-to-End Azure AI Services Implementation

Our certified Azure AI engineers integrate the full Cognitive Services portfolio into your enterprise applications — accelerating automation and intelligence without ML expertise.

Document Intelligence & Form Recogniser
Extract structured data from invoices, purchase orders, tax forms (GST, ITR), contracts, and KYC documents with 95%+ field accuracy. Pre-built models handle common Indian business documents; custom models train in hours for proprietary formats. Auto-post extracted data to Dataverse, SAP, or SQL.
Document Intelligence · Form Recogniser · GST Forms · D365 Integration
Language & NLP Services
Sentiment analysis, key phrase extraction, named entity recognition, and PII detection across text in English, Hindi, Tamil, Telugu, Bengali, and Marathi. Classify support tickets automatically, extract product feedback sentiment from reviews, and detect sensitive data before storage.
Sentiment Analysis · Entity Extraction · PII Detection · Hindi NLP
Speech Services — STT & TTS
Real-time speech-to-text for contact centres with speaker diarisation and custom vocabulary for Indian English accents. Text-to-speech for IVR systems and accessibility. Batch transcription for call recording analysis — integrate with Dynamics 365 Customer Service for auto-populated call summaries.
Speech-to-Text · Speaker Diarisation · IVR · D365 Integration
Translator & Language Detection
Neural machine translation across 90+ languages including Hindi, Tamil, Telugu, Bengali, Kannada, and Marathi. Detect language automatically, translate customer communications in real time, and localise product content for India's multilingual market — directly in Power Automate flows.
Azure Translator · 90+ Languages · Hindi · Real-time Translation
Anomaly Detector — Time Series AI
Detect unusual patterns in time-series data: IoT sensor anomalies for predictive maintenance, transaction fraud spikes for BFSI, energy consumption deviations, and supply chain disruptions. Univariate and multivariate anomaly detection with configurable sensitivity and alert routing to Teams or email.
Anomaly Detector · IoT · Fraud Detection · Time-Series
Content Safety & Moderation
Automatically detect and filter harmful content — hate speech, violence, self-harm, and adult content — across text and image submissions. Essential for UGC platforms, EdTech applications, social features, and any user-generated content workflow operating under India's IT Rules 2021.
Content Safety · Moderation · IT Rules 2021 · UGC Platforms
Capabilities

Complete Capability Coverage

Our certified team covers every facet of this service — from strategy and implementation to managed operations and continuous optimisation.

📄Document AI

Document Intelligence at Scale

Extract fields from millions of documents monthly — invoices, contracts, bank statements, medical records. Azure AI Services scales automatically with zero infrastructure management.

  • Pre-built Invoice & Receipt Models
  • Custom Model Training in Hours
  • Confidence Scores per Field
  • Dataverse & SQL Auto-push
🗣️Speech

Indian Language Speech AI

Custom acoustic models trained for Indian English, Hindi, and regional language accents — critical for contact centre deployments where standard models lose accuracy on Indian pronunciations.

  • Indian English Accent Model
  • Hindi STT & TTS
  • Speaker Diarisation
  • IVR Builder Integration
Translation

Multilingual India

Translate customer communications, support content, and product descriptions across all 22 scheduled Indian languages — in real time via Power Automate or batch processing via Azure Blob pipelines.

Analytics

Anomaly Intelligence

Multivariate anomaly detection correlates dozens of signals simultaneously — identifying complex failure patterns that single-metric monitoring misses. Proven in Indian manufacturing IoT environments.

🔗Integration

Power Platform Native

Azure AI Services connect natively to Power Automate via built-in connectors — no code required for form processing, translation, and sentiment automation. Canvas Apps can call Cognitive APIs directly.

Compliance

DPDP Act Ready

All AI processing can be configured to stay within Azure India regions. PII detection identifies sensitive data before storage. Content Safety audit logs satisfy IT Rules 2021 compliance requirements for platforms with UGC.

Speed

Days Not Months

Unlike custom ML, Azure AI Services deliver production results in days: a Document Intelligence custom model trains on 50 labelled forms in under 2 hours. Integration into existing apps via REST or Power Automate connector takes 1–3 days.

Delivery

Our AI Services Delivery Framework

A lean, focused process to take you from requirements to live AI-powered workflows in 2–4 weeks.

1
Phase 1 — Week 1
Requirements & API Selection
Identify use cases & data sources
Map business processes to the right Azure AI Services APIs. Evaluate document types, language requirements, and integration points with existing Dynamics 365 or custom apps.
Use Case MappingAPI SelectionData Audit
2
Phase 2 — Week 1–2
Model Configuration & Custom Training
Build and fine-tune models
Configure pre-built models for your document types. Train custom Document Intelligence models on labelled samples. Set up Language model with domain vocabulary and entity types.
Custom TrainingLabellingAccuracy Testing
3
Phase 3 — Week 2–3
Integration & Power Automate Flows
Connect APIs to business systems
Integrate APIs into Dynamics 365, Power Apps, or custom web apps. Build Power Automate flows for document processing, alert routing, and data push to Dataverse or SQL.
API IntegrationPower AutomateDataverse Push
4
Phase 4 — Week 3–4
Testing, Go-Live & Monitoring
UAT, production deployment & dashboards
User acceptance testing with real documents and data. Production deployment with Azure Monitor dashboards tracking API call volume, latency, accuracy, and cost.
UATGo-LiveAzure Monitor
Industries

AI Services for Every Indian Industry

Cognitive APIs mapped to specific Indian industry document types, compliance requirements, and multilingual workflows.

BFSI · KYC & AML
Healthcare · ABDM
Manufacturing · IoT
Retail · Multilingual
Telecom · IVR
EdTech · Content Safety
Real Estate · Docs
Energy · Anomaly
India-First AI Deployment

All Azure AI Services calls processed in Azure Central India (Pune) and South India (Chennai) — meeting DPDP Act 2023 data residency requirements. PII detection runs before any data leaves your tenant boundary. Custom models trained only on your data, never shared with Microsoft or used for model improvement without consent.

Business Impact

Proven Results: Azure AI Services Results

Outcomes from SchwettmannTech's Azure AI Services implementations across Indian enterprises.

95%
Document extraction accuracy on invoices, forms & KYC documents
90%
Reduction in manual data entry hours after AI Services deployment
3 days
Typical time from requirements to first live Document Intelligence API
40+
Indian language pairs supported for real-time translation workflows
Customer Stories

What Our Clients Say

"SchwettmannTech implemented Azure Document Intelligence for our accounts payable — 8,000 invoices a month now auto-processed with 97% accuracy. What took 6 clerks three days now happens overnight. We re-deployed those staff to exception handling and vendor relationship management. The ROI was clear within 45 days of go-live."

RV
Rahul Verma
CFO · FMCG Manufacturer, Ahmedabad

"Our contact centre handles 15,000 calls a day in Hindi, Tamil, and English. Azure Speech Services with Indian accent models and speaker diarisation now auto-transcribes every call and pushes summaries into D365 Customer Service. Agent wrap-up time dropped from 4 minutes to 40 seconds. Quality monitoring coverage went from 3% to 100%."

SK
Sunita Krishnamurthy
VP Customer Operations · Telecom, Chennai

"We run a B2B marketplace with sellers across 18 states. Content Safety API screens every product listing and seller communication for prohibited content under IT Rules 2021. We went from 2-day manual review cycles to real-time automated moderation — with full audit logs for regulatory compliance."

AJ
Ankit Jaiswal
CTO · B2B Marketplace, Mumbai
FAQs

Common AI Services Questions

Have a specific document type or language requirement? Our Azure AI engineers can assess feasibility in a free 30-minute call.

Talk to an AI Engineer
We implement the full Azure AI Services portfolio: Document Intelligence (Form Recogniser), Language Service (sentiment, NER, PII detection, key phrases), Speech Service (STT, TTS, speaker diarisation), Translator, Anomaly Detector, Content Safety, and Custom Vision. For each service we handle API integration, custom model training where needed, Power Automate connector setup, and monitoring dashboard configuration.
Yes — Document Intelligence's pre-built Invoice model handles standard invoice formats including Indian GST invoices with CGST/SGST/IGST fields. For ITR forms, PAN card data extraction, and custom Indian business documents, we train custom models using labelled samples you provide. Custom model training typically takes 2–4 hours with 50+ labelled documents. We also build Aadhaar and PAN extraction for BFSI KYC workflows compliant with RBI digital KYC guidelines.
Azure Language Service's NLP capabilities (sentiment, entities, key phrases) are production-quality for English. For Hindi, Tamil, Telugu, Bengali, and Marathi, accuracy varies by task — sentiment analysis is strong, while named entity recognition for India-specific entities (GST numbers, Aadhaar format, Indian company names) benefits from custom entity training which we configure as part of implementation. Azure Translator handles all 22 scheduled Indian languages for translation with high accuracy.
Yes — Power Automate has native connectors for most Azure AI Services. Document Intelligence, Language, Speech, and Translator can all be invoked from Power Automate flows with no custom code. For more complex scenarios (real-time scoring within D365 forms, server-side automation via plugins), we write lightweight C# plugins or Azure Functions middleware. Either way, integration is typically completed in 1–3 days.
Azure AI Services pricing is consumption-based in USD. Document Intelligence costs approximately $10 per 1,000 pages for custom model extraction. Language Service sentiment analysis costs roughly $0.25 per 1,000 records. Speech STT is about $1 per hour of audio. For a company processing 5,000 invoices/month and 10,000 support tickets, total monthly Azure AI Services costs typically range from ₹15,000–₹60,000 depending on services used. We run a free cost modelling exercise before implementation so you have budget certainty.

Add AI Intelligence to Your Applications in Days

Book a free 2-hour Azure AI Services Discovery Workshop. We'll identify your top 3 automation opportunities, demonstrate live API capabilities on your document types, and deliver an implementation roadmap — no commitment required.