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Operationalizing Machine Learning with Scalable, Automated MLOps Solutions

At DevsTree, we connect production and data science by creating robust MLOps pipelines to help automate the deployment, tracking, and management of models based on machine learning. From model training and versioning up to the CI/CD system for ML and monitoring performance in real-time, our MLOps experts will ensure that your models are reproducible, scalable, and production-ready. We utilize tools such as MLflow, Kubeflow, SageMaker, Airflow, and cloud-native services to create smart automated systems that speed up your ML lifecycle, which reduces the amount of downtime, boosts ROI, and makes it possible to continuously improve.

Are you ready to put your ML models into production? Join forces with DevsTree to create a scalable, secure, and fully controlled MLOps ecosystem.

We Offer MLOps Services

We provide complete MLOps solutions tailored to enterprise AI needs.

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Model Training, Validation & Versioning Pipelines

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CI/CD for Machine Learning (ML CI/CD)

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Model Deployment & Monitoring (Batch/Real-Time)

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Data Drift, Model Drift & Performance Tracking

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Model Governance & Reproducibility Solutions

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Infrastructure Automation & Cloud Integration

Our Portfolio

Explore our portfolio to see how imagination, innovation, and expertise blend to shape impactful outcomes.

ALARABI TODAY

ALARABI TODAY

Altaseira

Altaseira

Autodoc – Autoteile Online Shop – Magento

Autodoc – Autoteile Online Shop – Magento

Buddy

Buddy

Features & Benefits of MLOps Services

01

End-to-End Pipeline Automation

It is easier to streamline the ML process from the data preparation phase to deployment using automated workflows.

02

Faster Time to Production

Reduce the time required to transfer ML models from experiments to real-world environments.

03

Model & Data Drift Detection

Automatically monitor performance for decline and trigger retraining workflows if required.

04

Model Governance & Security

Inspect the compliance of industry standards with the audit trail, access based on role, and reproducible experiments.

05

Cloud-Native & Scalable

Set up and manage ML tasks in AWS, GCP, Azure, or on-premise settings with horizontal scaling capabilities.

06

Real-Time Monitoring & Feedback Loop

Improve your understanding of model performance in terms of prediction accuracy, model performance, and latency by creating custom dashboards and notifications.

Book a consultation Today

Let’s Talk About Your Dream Project.



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    Trusted by Our Partners

    Our success is truly measured by your results and satisfaction. Dive into our clients' stories to see the transformative power of our partnership and how we've helped businesses like yours reach new heights

    Alice C.
    CEO / Freddie Music Gigs

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    DevsTree IT Services Pvt. Ltd.'s project manager is readily available and communicative. Overall, the team has been chosen for their quick and competent project handling.

    Joe A.
    Founder / Strikes For Kids

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    DevsTree IT Services Pvt. Ltd. remarkably communicates and manages the project. Overall, they've been meeting the deadlines and exceeding the expectations through their keen understanding of the requirements.

    Gerhard K.
    General Manager / Buddy Industries

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    Satisfied with DevsTree IT Services Pvt. Ltd.’s performance. They test everything before delivering, ensuring the quality of the products. They manage the project and follow timelines seamlessly. Also, they communicate effectively via Skype and provide feedback through Google Sheets.

    Keith L
    Founder / SoftDev Interactive

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    DevsTree IT Services provides both technical and functional guidance, which helps us create powerful products and services that give us a competitive advantage in the marketplace. DevsTree works diligently to deliver all our projects on time, with high quality, and a strong focus on our business goals.

    Chemia H.
    CEO / Cruizer Finder LLC

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    DevsTree IT Services Pvt. Ltd. delivered a high-quality app on time, meeting the client's expectations. Flexible and accommodating, the team communicated effectively, addressed all issues and concerns promptly, and managed their tasks well. Their efficiency, patience, and responsiveness stood out.

    Tatiana K.
    Owner / Black Cat & Co.

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    DevsTree IT Services always delivers satisfying results as per our requirements and within an affordable budget. From website design to the successful completion of entire projects, I would definitely recommend this company! The coding they organized was clean, efficient, and met our expectations perfectly.

    Shaun L.
    Founder / Budo Apps

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    Such a super-hit experience I’ve had working with this company – absolutely PERFECT and FANTASTIC! The best part is that you all did an outstanding job, even with the long distance between us.

    Industries We Serve

    At DevsTree, we deliver MLOps solutions to industries like healthcare, fintech, manufacturing, eCommerce, logistics, and SaaS — enabling smarter, data-driven decisions at scale.

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    SME Business Solutions

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    Finance and FinTech

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    E-commerce and Retail

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    Healthcare & Fitness

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    Gaming/Entertainment

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    Travel and Hospitality

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    Real Estate

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    EdTech

    FAQ's

    Frequently Asked Questions

    What tools do you use for MLOps implementation?

    We utilize MLflow, Kubeflow, Airflow, Docker, Kubernetes, TFX, SageMaker, and numerous cloud-native services to create an automated pipeline of ML.

    Can you deploy models in real-time environments?

    Yes, we offer real-time model inference by using REST APIs, gRPC, and streaming platforms such as Kafka with a low-latency machine learning service.

    Do you help with retraining and feedback loops?

    Absolutely, we have automated retraining workflows that are triggered by data drift, feedback from users, or performance decline to ensure that models remain precise.

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