pete atore
AI Use Case Development Specialist | From Concept to Market Launch
Columbia University
Speriential AI
Available tomorrow
Starting at 7:00 PM UTC
Questions?
You can start chatting with pete before you get started.
Experienced AI Enablement and Transformation leader who has successfully helped both Large and medium-sized organizations implement ROI-positive AI use cases and products into existing and new business operations. Among clients and former colleagues, I'm known for combining Clear Strategic Business Thinking with Strong Technical AI Expertise to translate business goals into AI use-case implementations that deliver real business value for organizations. Successful AI products and use cases that I've led from zero to market are currently being used in production by over 150 million+ customers across Agentic AI, RAG, Dynamic Lexical and Semantic Search, Summarization, ASR Speech Recognition, Multimodal Systems, High Quality AI Data Curation, AI Model Output Evaluation Monitoring, and AI Observability, among others. My strategic AI transformation expertise includes AI Use Case Experimentation for Lines of Business, AI Governance and Risk Control Frameworks, AI Use Case ROI Analysis, and Workforce AI Training.
Work with pete
pete’s AI Services Qualifications
Coaches professionally
Experience level: Associate
100+ people coached for AI Services
Pete Atore is an experienced AI Enablement and Transformation leader who has successfully helped both Large and medium-sized organizations implement ROI-positive AI use cases and products into existing and new business operations. Among clients and former colleagues, Pete is known for combining Clear Strategic Business Thinking with Strong Technical AI Expertise to translate business goals into AI use-case implementations that deliver real business value for organizations. Successful AI products and use cases that Pete has led from zero to market are currently being used in production by over 150 million+ customers across Agentic AI, RAG, Dynamic Lexical and Semantic Search, Summarization, ASR Speech Recognition, Multimodal Systems, High Quality AI Data Curation, AI Model Output Evaluation Monitoring, and AI Observability, among others. Pete’s strategic AI transformation expertise includes AI Use Case Experimentation for Lines of Business, AI Governance and Risk Control Frameworks, AI Use Case ROI Analysis, and Workforce AI Training.
pete can help with:
AI Agents
AI Automation
AI Insights Dashboard
AI Product Innovation
AI Readiness Assessment
AI Roadmap Development
AI Strategy
AI Tools & Integration
Fractional AI Strategist
Freelancing
Predictive AI
Team AI Upskilling
Why do I coach?
I experienced how expert coaching, with the right guidance, can transform one's trajectory into opportunities that once seemed out of reach. A lot of misdirection on social media gets people stuck irreversibly and the world is changing FAST with AI.
Work Experience
Founder
Speriential AI
September 2025 - Present
Speriential turns business interactions into actionable results and proves every one of them. Each answer is computed from your own data, cited, and refused when the evidence isn't there.
Senior Manager Generative AI
Capital One
January 2024 - October 2025
Successfully led several of the company's inaugural and most technically complex, Zero to One Gen AI and Agentic AI Product development Initiatives. This included leading the first Gen AI Product to Launch in the Company at Market-wide Scale. AI Technologies in the Products I led involved a mix of: Agentic AI, RAG, Dynamic Lexical and Semantic Search, Summarization, ASR Speech Recognition, High Quality AI Data Curation, and AI Model Output Evaluation. Scope of Responsibility and Initiative Life-Cycle Ownership Spanned: Point of Contact for Business Line AI Product Development, Customer Engagement; AI Business and Technical Use Case Definition; AI Science Experimentation + Engineering Implementation, Market Pilots, Gen AI Risk and Governance Audit Defense, Market Preparedness and Launch, and Post Launch Product Performance Monitoring.
Education
Columbia University
Master's Degree, AI & Technology Management
2021 - 2023
- Artificial Intelligence and Machine Learning Capstone - RAG Pipeline development - Vector embedding models and ML algorithm techniques - Data preparation and Model fine tuning - NLP sentiment detection for adaptive education summarization - Finance & Accounting, Technology Management, Operations Management, M&A Accounting, Pricing Strategies