MWSS is your all in one AI/ML partner.
We're an AI/ML consulting firm dedicated to helping our clients fulfill their development needs.
With years of accumulated multi-domain knowledge, we offer our clients production grade AI/ML solutions while saving them valuable time and resources.
From conception & design, data collection & annotation, architecture & training to deployment & integration.
MWSS is your all in one AI/ML partner.
Consulting on the possibility of AI/ML approaches and how they can impact your business.
Designing AI/ML solutions specifically to fit your needs and existing processes.
Providing actionable information and timelines for executive decisions.
Scoping your data requirements and helping you mine valuable high quality data.
Creating and deploying data collection/ingestion pipelines.
Offering an in-house high quality annotation service, ranging from simple tasks to temporal 3D complex annotations.
Building multi-model composable ML systems.
Designing and optimizing model architectures to match your functional/non-functional requirements.
Setting up training pipelines, leveraging compute efficient software.
Choosing optimal compute solutions to meet your deployment requirements.
E2E testing with software defined guardrails that shields your system from undefined behaviors.
We offer multi-device Edge deployments with cloud backups for near zero downtime.
We're determined to bring the power of the latest AI models to the Edge.
With the increasing performance of the latest Edge compute devices it's time to take ownership of your AI models.
Whether it's motivated by your need for Real-Time inference, Data privacy or Cost management: there is no better place for Software than your own Hardware.
Suits non real-time applications
Best possible Accuracy
Best performance/price ratio
Low power consumption
Recommended
Jack of all tradesSuits real-time applications
Best throughput/accuracy ratio
Best performance/price ratio
Low power consumption
Zero compromises
Best Accuracy + Best Throughput
Flagship Hardware
Medium power consumption
frequently asked questions
While our brand is oriented toward the intersection of Computer Vision and Robotics, our services aren't limited to it.
We helped clients before with Logistic Forecasting & planning, LLMs, and are currently working on LVMs.
Our meet and greet chats are free of charge, don't hesitate to contact us.
No, we are open to taking responsibility for some stages of the development cycle, if you already have unfinished work, old solutions that need upgrading or you're only looking for annotation don't hesitate to contact us.
You own all work related to your project and you retain all rights to all of your data (including your data in any transformed state that it might wind up in).
Data needs vary depending on the ML tasks/models and the desired end performance.
Rest assured we will help you collect/clean/annotate all the data you need, and in case your access to data is limited we can find data brokers that fit your needs.
Leave us a message and we'll get back to you.
