AskYourData Generative AI-Augmented Intelligent Search Solution

Approach:

Organizations possess valuable insights within extensive unstructured data, but traditional search methods miss out due to strict criteria, lack of context, noise, and inability to understand relationships. Adastra developed an intelligent search system, which provides a single common interface to consolidate research findings from multiple disparate data sources. You are now able to quickly pull up research from both external and internal sources in one place and have frequently asked questions answered directly, saving them time and eliminating duplicate research efforts.

• Adastra’s ethical AI framework uses Human in the Loop (HIL) to create, validate and update AI models, reducing bias and ethical concerns

Deployment on AWS means that your production needs are met.

• Amazon Trianium: Provides accelerators for training deep learning models in the cloud
• Amazon Bedrock: Provides access to foundational models (FMs) from Amazon and various AI startups
• Amazon SageMaker Jumpstart: An essential tool at Adastra for any data science, model training and development jobs

Activities:

• Complimentary 90-minute Art of the Possible on AWS session followed by a 1–2-day design workshop

• Recommendations on high-impact use cases to target for initial POC/MVP

• A deep dive on customer goals, objectives and target use cases

• Recommendations on target AWS architecture to support target use cases

Deliverables:

POC:

• Discovery and Analysis of Data Sources
• Document/Text Embeddings
• Amazon Lex Environment Setup
• Adastra's Intelligent Search API Integration
• Documentation and Executive Presentation

MVP:

• Technology Architecture Decision Workshops
• Detailed Implementation Plan
• Environment Setup
• Data Pipeline Framework, ML Training
• ML Ops Framework
• Go-Live Readiness
• Executive Presentation

Outcomes:

• Increased efficiency by automating repetitive/autonomous tasks
• Reduction of lost productivity
• Increased efficiency of customer service experience
• Increased customer satisfaction
• Increased up-selling & value of offerings