What is app modernization?

App modernization is the process of updating legacy applications to run more efficiently in cloud environments like AWS. It typically involves adopting microservices, containers, and managed services to improve scalability, performance, and maintainability.

What are monoliths to microservices migration?

Monolith to microservices migration is the transition from a single, tightly coupled application to a set of independent services. On AWS, this is often supported using containers and managed services, allowing teams to deploy and scale components more flexibly.

Who can benefit from app modernization?

App modernization is relevant for organizations running legacy applications or monolithic systems that limit scalability and release speed. Teams moving to AWS or optimizing existing cloud environments typically see the most impact.

AI/ML Migration

Name: AI/ML Migration
Rating: 4.9

Partner with a certified AWS expert to re-platform your AI/ML workloads, pipelines, and models onto scalable AWS-native stacks - backed by recognized Migration and GenAI Competencies.

Our

Partnerships

Collaborate with stakeholders to pinpoint business challenges and define strategic use cases, then develop an implementation roadmap. Comprinno excels in delivering AWS solutions with proven expertise to ensure your business achieves operational excellence and strategic goals with the highest standards of service.

Our Partnerships

Trusted by 750+ High-Growth & Enterprise Brands

Read Case Study

“AI workloads often stall during migration due to complex dependencies. Our proven approach ensures AI/ML pipelines and inference stacks are seamlessly re‑platformed for scale, performance, and cost efficiency.”

Bhupali Tambekar

Co-Founder & CTO | Comprinno

Our Approach

Assess

Assess current environments, models, and data pipelines to determine the best migration strategy.

Refactor

Modernize your applications, data pipelines, and infrastructure to leverage cloud and AI/ML services.

Deploy

Launch the new AI ML solution in a secure, scalable, and efficient manner.

Scale

Continuously optimize your cloud environment to improve performance, cost efficiency, and future AI/ML innovations.

Re‑platform AI/ML workloads with up to 50% better cost efficiency & 2X faster model deployment.

Highlights

Up to 50% cost efficiency improvements in AI/ML workloads.
2X faster ML deployments.
GPU/ TPU‑optimized architectures for training and inference.
Reduced training latency
Seamless integration with the broader AWS AI/ML stack.

Why Comprinno

End-to-end AI/ML migration-as-a-service, using a proven performance-driven modernization approach. Modernize models, pipelines, & data platforms to maximize GPU utilization, accelerate experimentation, & reduce total cost of AI/ML workloads.

Experience

1000+

cloud projects completed

Trust

>98% CSAT

across 1000+ migration engagements

AI ML Expertise

40+

AI/ML projects delivered

What we can help you with

We are your go-to partner for all kinds of AI/ML migrations - small or large-scale.

ML Framework
Migration

ML Pipeline
Setup

Model Serving &
Optimization

Feature Store
Setup

GPU/TPU
Optimization

ML Data Pipelines
& ETL

RAG & Vector DB
Setup

MLOps
Automation

Success Stories

FinTech | Optimizing CloudOps, reducing costs by 15%, & boosting profitability for a FinTech Product Platform

Sirovate | Life Sciences | Accelerating speed & accuracy of Clinical Research Summary Reports (CSRs) with Gen AI

Mantle Labs | ESG Tech | Accelerating climate project approvals with Gen AI solutions for Carbon Credits calculation at scale

boAt | Driving secure, resilient, & cost-optimized cloud operations on AWS for consumer tech leader

FinTech | PCI DSS compliance, security controls, & improved cloud ROI for a POS & Payments Leader

Carnot | AgriTech | Startup boosts Infrastructure Efficiency, Security, & Availability on AWS

Security SaaS | Enabling High Availability, Performance Optimization, & Security Controls for a Threat Exposure Management SaaS Platform

Pando | Supply Chain Tech | Setting up enterprise-grade AWS architecture with Security & Governance at scale

FAQs

Frequently Asked Questions

What is AI/ML migration?

AI/ML migration involves preparing and moving data, pipelines, and workloads from existing systems into environments optimized for machine learning and analytics.

How do I get started with AI/ML migration at Comprinno?

Engagement typically begins with an assessment of existing data systems, workloads, and objectives, followed by defining a migration approach aligned to AI readiness.

How does Comprinno approach AI/ML migration?

The approach focuses on structured data movement, pipeline design, and storage optimization to ensure data is consistent, accessible, and suitable for AI workloads.

What types of AI/ML migrations does Comprinno support?

This includes data platform modernization, pipeline re-architecture, and migration to AI-ready storage and processing environments across structured and unstructured data.

Services | Solutions | Accelerators

Migrate

Modernize

Manage

Maximize

Tech Accelerators

Business Accelerators

Industries

Growth Stage

Solutions

Programs

Cloud

Technology

Tech Consulting

Customer Success

Resources

Newsroom

The Comprinno Story

AI/ML Migration

Partner with a certified AWS expert to re-platform your AI/ML workloads, pipelines, and models onto scalable AWS-native stacks - backed by recognized Migration and GenAI Competencies.

Our

Partnerships

Our Partnerships

Trusted by 750+ High-Growth & Enterprise Brands

Read Case Study

Read Case Study

Read Case Study

Read Case Study

Read Case Study

Read Case Study

Read Case Study

Read Case Study

Bhupali Tambekar

Co-Founder & CTO | Comprinno

Our Approach

Assess

Refactor

Deploy

Scale

Highlights

Why Comprinno

Experience

1000+

cloud projects completed​

Trust

>98% CSAT

across 1000+ migration engagements​

AI ML Expertise

40+

AI/ML projects delivered

What we can help you with

We are your go-to partner for all kinds of AI/ML migrations - small or large-scale.

ML Framework Migration

ML Pipeline Setup

Model Serving &Optimization

Feature Store Setup

GPU/TPU Optimization

ML Data Pipelines & ETL

RAG & Vector DBSetup

MLOps Automation

Success Stories

FinTech | Optimizing CloudOps, reducing costs by 15%, & boosting profitability for a FinTech Product Platform

Sirovate | Life Sciences | Accelerating speed & accuracy of Clinical Research Summary Reports (CSRs) with Gen AI

Mantle Labs | ESG Tech | Accelerating climate project approvals with Gen AI solutions for Carbon Credits calculation at scale

boAt | Driving secure, resilient, & cost-optimized cloud operations on AWS for consumer tech leader

FinTech | PCI DSS compliance, security controls, & improved cloud ROI​ for a POS & Payments Leader

Carnot | AgriTech | Startup boosts Infrastructure Efficiency, Security, & Availability on AWS

Security SaaS | Enabling High Availability, Performance Optimization, & Security Controls for a Threat Exposure Management SaaS Platform

Pando | Supply Chain Tech | Setting up enterprise-grade AWS architecture with Security & Governance at scale

Frequently Asked Questions

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Migrate

Modernize

Manage

Maximize

Tech Accelerators

cloud projects completed

across 1000+ migration engagements

ML Framework
Migration

ML Pipeline
Setup

Model Serving &
Optimization

Feature Store
Setup

GPU/TPU
Optimization

ML Data Pipelines
& ETL

RAG & Vector DB
Setup

MLOps
Automation

FinTech | PCI DSS compliance, security controls, & improved cloud ROI for a POS & Payments Leader