Fractional CDAIO Services:

Data Monetization

Help clients identify valuable data assets and develop strategies to monetize these assets effectively. This could include identifying the opportunities to enhancing or creating products with data driven features, designing data-as-a-service offerings, and prototyping data services and platforms.

Do you need the service?

• You are not sure if you have the right data to thrive

• You have a lot of data but not sure what to do with it

• You know your data but need better technology and services to deliver values to customers

AI & ML Solutions

Provide end-to-end services from conceptualization to deployment of AI and Machine Learning capabilities, models or solutions tailored to specific business needs.

This would involve problem scoping, data preparation, model development, evaluation, and deployment, focusing on delivering measurable business outcomes. The service also includes working directly with your clients to address their specific challenges ensuring high-impact outcomes and strengthens client relationships through tailored innovation.

Do you need this service?

• You are looking for creative and innovative ideas empowered by AI and Machine Learning.

• You are looking for help to build comprehensive vision, strategy, best practice, and governance policies for modern AI and ML.

• You have a new use case needing to accelerate the development and deployment of models to stay competitive.

MLOps and AI Operations

Assist organizations in establishing robust MLOps practices to streamline the lifecycle of machine learning models from development to production. This includes setting up CI/CD pipelines for machine learning, feature store management, model risk governance, performance monitoring, and feedback integration.

Do you need this service?

• You need to deploy ML models and phase out the conventional scorecards or expert rule approaches.

• You need to deploy ML and AI on cloud.

• You need the a complete design for full AI eco-system including data management, feature engineering, model management, and decisioning policy updates.

Generative AI Adventures

Provide consultancy on the adoption and implementation of Generative AI and other emerging technologies. Help clients explore innovative applications of these technologies in their business processes, customer interactions, and new product offerings.

Do you need this service?

• You are not sure what Generative AI / LLM can do for your business.

• You are not sure how to experiment for Prompt Engineering, RAG, and Fine Tuning.