Build complete AI application by Commercial off-the-shelf AI services
Leverage the modern AI frameworks to build the AI solutions for the business to boost performance and innovation from law firm, education, BPS, to E-commerce.
Benefits from StepOne AI
Building a full AI solution is tough and takes time. With StepOne AI template, you can quickly create an end-to-end AI project skeleton with lot features in place such as Nvidia-docker configured, microservices and DevOps ready. You can now focus on AI feature engineering, model building & evaluation.
Quickly building AI projects based on StepOne AI project template.
Reusable libraries are collected and ready to apply at production.
Transparency on what algorithms have been used, explainable by documents and can be extended with provided source code.
NashTech AI engineers are familiar with the libraries and can boost the performance if using the AI Lib.
Features to fulfill all smart AI applications
Full end-to-end AI solution
With couple of steps using the CLI, we will get the full end-to-end AI template ready to run. The template includes: a simple AI module, REST API, Nvidia-Docker and ready to run on K8S or on the cloud.
The template uses microservices architecture which allow develop multiple AI models with ease. The AI model pipelines communicate via ZeroMQ and it's scalable or scale to zero using KEDA.
Maintaining the life cycle of ML models is very important. The template uses MLflow to evaluate, publish and deploy the models across the environments. It also include set of Terraform code to enable IaC as well as using Azure DevOps to automatically build & deploy new AI modules.
The template is built with cloud-native approach in mind. We use K8S, Helm chart, Nvidia-Docker to bundle the AI modules into Docker images and easily deploy to popular cloud providers (Azure, AWS, GCP). Also, we can deploy the template to Azure ML which the template is compatible with.
Ready-to-use AI modules
Going along with the AI template, NashTech has built lot of ready-to-use AI modules such as Face recognition, Form processing, Q&A, etc. We leverage open-source the state-of-the-art models and package them into the AI modules in our template. It's FREE and you can use it for commercial purposes.
Modules customized to fit your business
We have built customized AI app based on the great AI models from the giant companies such as Google, Facebook, Microsoft & Nvidia. The list below are our libraries to help client usage for free.
Recognize face in the images, ages and expression prediction
Extract data from PDF and image files
Question & Answer
AI learns the context and answers the questions
Extract text from PDF or image files
Detect identity based on keyboard dynamic patterns
Extract data from ID card, visit card and driver license
Recognize the sentiment in a paragraph
Extract skills, profile info from PDF resume
Try cloth to see it fit your body
Technologies behind the modern AI architecture
NashTech has researched on modern AI toolset such as Kubeflow, MLflow or cloud version such as Azure Machine Learning, AWS SageMaker to build modern AI applications. Also, We have built our own architecture which to adapt well with existing modern architecture such as microservices, containerization.
Supported cloud platforms