AIOps & MLOps Adoption Dashboard

Current Adoption Metrics

AI Adoption in India 59%

MLOps Usage 39%

Pilot to Production 56%

Financial Firms using GenAI 74%

Adoption Trends (2020-2025)

Sector-wise AI Adoption

Market Size Projection

Global MLOps Market

2024: $3.24B → 2033: $8.68B

CAGR: 12.31%

Global AIOps Market

2024: $11.7B → 2028: $32.4B

CAGR: 22.7%

India AI Market

2025: $10.15B → 2034: $45.72B

CAGR: 18.2%

MLOps Market Growth

AIOps Market Growth

Key Market Insights

Enterprise Adoption

Large enterprises leading with 85% adoption in IT services sector

Investment Trends

$900M+ AI pipeline investments by major Indian companies

Regional Distribution

75% adoption in metros vs 25% in tier-3 cities

Technology Focus

MLOps automation and AIOps monitoring gaining traction

Top 5 MLOps Implementation Challenges

Skills Gap

85% Severity

Shortage of MLOps professionals with expertise in model deployment and monitoring

Data Management

78% Severity

Complex data pipelines and governance requirements across multiple sources

Model Deployment

72% Severity

Scaling models from development to production environments efficiently

Security & Compliance

68% Severity

Meeting regulatory requirements and ensuring data protection standards

Infrastructure Costs

65% Severity

High compute and storage requirements for ML workloads

Technology Readiness Matrix

Cloud Infrastructure High

MLOps Tools Medium

Data Platforms High

Governance Low

TCS

Enterprise AI

AI Cloud Platform

Investment $900M pipeline

Outcome 200+ AI engagements

Technology MLOps automation

HDFC Bank

Banking AI

AI-Powered Operations

Investment Enterprise deployment

Outcome 250k+ cheques/day

Technology ML verification, EVA

Infosys

MLOps Services

MLOps for Fortune 500

Investment Azure Cloud MLOps

Outcome 12X improvement

Technology MLflow, Databricks

Reliance Jio

Telecom AI

Network Optimization AI

Investment Multi-domain platform

Outcome Real-time optimization

Technology AIOps for telecom

Wipro

Quality Assurance

MLOps Assurance

Investment Testing automation

Outcome Quality pipelines

Technology A/B testing, monitoring

Regional Adoption Distribution

Government Initiatives

IndiaAI Mission

Rs 103.7B allocation for AI infrastructure and research

Active

Startup Ecosystem

67 startup proposals received for AI development

Growing

GPU Infrastructure

19 companies participated in GPU tender process

In Progress

Digital India Bhashini

Supporting 22 languages for inclusive AI

Live