GenAI and AWS Certified Cloud and Data Solutions

We are committed to your success, leveraging the capabilities of AI and AWS Certified Cloud and Analytics Solutions to achieve the best outcomes for your business, regardless of industry or target audience.

Custom Prompts and Functions

Our team of experts leverages prompt engineering principles to simplify and automate complex processes, driving operational efficiency, productivity, and business growth. Partner with us to transform your organization's day-to-day operations and achieve customer success.

Advanced Search and Retrieval (RAG)

Through embedded GenAI and leveraging technologies like GraphRAG, we offer advanced data search and retrieval, in-house training, and tailored service packages that encompass a broad range of search and retrieval solutions. Our solutions also utilize parent-to-child embedded techniques, enabling efficient querying and filtering of complex, hierarchical data structures, and facilitating precise and relevant search results.

DataOps and MLOps Functions

To drive business success, it's essential to leverage your data assets. Our expert services seamlessly integrate data visualization, extraction, and integration capabilities with the latest advancements in Generative AI. We design, deploy, and manage scalable data pipelines that ensure data quality, security, and governance, and develop predictive models that uncover valuable, actionable, predictive, and descriptive insights. By implementing DataOps and MLOps best practices, we streamline model development, deployment, and monitoring, ensuring accurate and reliable predictions that inform strategic decision-making.

Expert AI and Cloud Data Solutions Provider

Your Partner for Custom-Tailored AI Assistants, Conversational Solutions, Cloud Integrations, and Data Analytics.

Our strategy

1

Critically Analyzing Business Challenges

Thoroughly examining business challenges with GenAI insights for a deep understanding.

2

Solutions Design and Preparation

Carefully crafting GenAI and Cloud Solutions plans to directly address specific business needs.

3

Technology and AWS Solutions

Expertly choosing GenAI technologies (OpenAI, Anthropic, or Amazon Bedrock and AWS Cloud and Data Solutions) tailored to project and product requirements.

4

GenAI and Cloud Implementation

Seamlessly merging components with GenAI and Cloud in phases paired with vigorous testing.

5

Scalability and Adaptability

Empowering solutions to flexibly expand and adapt GenAI capabilities to changing requirements.

Our Client Success

Our Lifetime Metrics:

15+

Products Built

10M+

Datapoints Captured

25+

Models Trained

$0.8M+

Value Unlocked

Our Implementations

i.

ML and AI Solutions

Metadata and Image Ingestion

• Ingest metadata collected during image capture into AWS for long-term storage and database schema design using AWS DynamoDB

• Ingest individual images sampled from video live streams for model training, using S3 and AWS Relational Database Service (RDS) or DynamoDB

• Automate training pipelines using AWS SageMaker, MLflow, and S3 for weight storage, including:

  • Labeling and preprocessing/augmentation

  • Training with automated train jobs, version control, and automated deployments

  • GPU auto-scaling and AWS optimizations for cost-effective utilization

Computer Vision Inference and Storage

• Ingest video streams and individual frames into AWS for inference and long-term storage using S3 and AWS Virtual Machine Scale Sets (VMS)

• Design and deploy backend computer vision (CV) inference servers using best practices such as Domain-Driven Design (DDD) and Model-View-Controller (MVC) patterns

• For on-premises inference, deploy targeted models optimized for specific hardware configurations

• For cloud-based inference, utilize serverless architectures with AWS Lambda for real-time video stream processing

• Implement CPU auto-scaling and battle-tested API design for maximum uptime, using AWS Gateway for API management

Security and Monitoring

• Configure AWS cloud security features, including:

  • AWS CloudWatch for monitoring and logging

  • AWS CloudTrail for API activity tracking

  • AWS Shield for DDoS protection

AI Product Solutions

End-to-End Product Lifecycle Management

• Product requirement gathering and definition

• Design and development

• Testing and quality assurance

• Launch and deployment

• Ongoing maintenance and support

• Enhanced customer satisfaction and reduced TTM

Modular and Scalable Solutions

• Built with cloud-native architecture for seamless scalability and SEO optimization

• Developed with target cloud hardware configurations in mind for efficient deployment and support

User Experience and Design

• Custom UX/UI design tailored to client needs

• Interactive prototyping for client visualization and testing

• Cross-browser compatibility and robust security measures

• Accessibility optimizations and A/B testing capabilities

• Seamless integrations with backend systems

Deployment and Maintenance

• Procurement and installation of hardware and servers

• Deployment of models onto hardware and device testing

• Management of security procedures for deployments

• Ongoing system upkeep and maintenance

ii.

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Let us help you

Contact us: hello@propel8ai.com