With our help, you can leverage your data to make informed decisions, automate processes, and enhance your customer experience. Our AI solutions can help you predict customer behavior, optimize pricing strategies, and identify new revenue opportunities.
Cape Ann’s team of experienced data scientists understands the complexities and challenges that come with extracting insights and value from data. We work to develop custom AI solutions that cater to your specific business needs and goals. Our services cover everything from data exploration and analysis to model development, deployment, and maintenance. We have expertise in a wide range of AI techniques including machine learning, deep learning, natural language processing, and computer vision.
Pre-Work Pre Project Discovery
To ensure we are aligned to what is important to you and your business, we focus on a proven methodology to ensure a thoughtful and efficient process. Rather than leaping right to model development, we thoughtfully engage in pre-work and discovery with you to determine the best approach.
1. What are your business objectives, goals and KPIs for this project?
Understanding the business objectives and goals is crucial to ensure that the project outcomes are aligned with the business’ goals.
2. What data do you currently have and what data do you need?
3. Who will be using the insights generated from this project?
4. What are the limitations or constraints of this project?
1. Data exploration and analysis:
2. Data preparation:
3. Feature engineering:
4. Model selection:
5. Model training:
6. Model deployment:
7. Model monitoring and maintenance:
Tools and Technologies
Supervised and Unsupervised Machine Learning
Natural Language Processing
Big Data Tools
Deployment and fine-tuning of Large Language Models like GPT2, bioGPT
Open Source LLMs
Partner with us, and you’ll gain a competitive edge by leveraging the power of Machine Learning and AI.