AI Services

Welcome to my profile! With a robust background in AI at BCG and in my current role at Lennox, I am here to help you navigate the complexities of AI/ML career paths. As a Project Leader at Boston Consulting Group, I supported dozens of F500 companies on developing and deploying AI capabilities. I now lead AI corporate initiatives for Lennox International, capturing millions of dollars in run rate value each year. Let's connect and strategize your path to success in the AI/ML field!

I served as Value Creation Lead and AI Deployment Strategist at Beamery, a venture-backed AI startup, where I pioneered a first-to-market Task Intelligence product that identified 30% AI augmentation potential across enterprise functions and generated 10x contract expansion with clients in financial services, life sciences, and manufacturing. I now lead Global Customer Strategy at Workday, where AI-driven product strategy sits at the center of how we plan customer deployments. I coach professionals targeting AI strategy and AI-adjacent customer strategy roles. My angle is practical: how these roles actually get filled, what hiring managers want in non-technical AI hires, and how to position a non-traditional background as a strength.

As a 2x founder and current solopreneur, AI is a critical part of my business--can't wait to help you do the same! I’ve built state-of-the-art AI systems in real-world settings—from agent models for a boutique investing firm to the first AI mental health coach with functioning long-term memory. Alongside this work, I’ve taught and facilitated AI courses at Stanford, helping students master machine learning and generative models. My focus is on turning advanced research into practical, working products and coaching others to do the same.

I help people understand, build, and use AI in practical ways. Whether you’re building an AI product, improving your workflow, exploring automation, preparing for AI/data roles, or figuring out how AI applies to your business, I can help you turn broad ideas into clear next steps. I’ve worked on technology across very different environments: the Olympic Games, startups, and AI implementations for real businesses. I’ve scoped projects, built tools, designed workflows, evaluated business cases, worked with technical infrastructure, and used AI hands-on across products, data, automation, LLMs, prompts, agents, and operations. My goal is to make AI feel less overwhelming and more useful. I’ll meet you where you are and help you move forward with more clarity, confidence, and practical judgment.

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.

I have led AI and product strategy at OpenAI, Spotify, and Coinbase, helping companies translate complex technology into real business results. My experience spans applied AI systems like GPT, LLMs (large language models), recommendation engines, personalization models, and generative tools for marketing and operations. I help founders and executives identify where AI creates leverage, design pilot projects that deliver measurable value, and scale those wins across their organization. My coaching combines technical insight with business strategy so you can avoid hype, move fast, and focus on ROI. Whether you are building your first AI feature or rethinking your business model, I will guide you through a clear, practical approach that drives real outcomes. A few examples of client projects and results from my coaching include: 1. Partnered with a founder to identify high-ROI automation opportunities using GPT-4 and Zapier, reducing manual workflow hours by 40%. 2. Guided an executive team on integrating AI-driven analytics dashboards into their customer success process, improving churn prediction accuracy. 3. Helped a marketing leader deploy a custom fine-tuned model for campaign insights, saving their team 20+ hours a week in reporting.

I created an AI Strategy at Royal Bank of Canada to go from 0 to 6500 users in 1 year and transformed the developer landscape. I now teach businesses and professionals implement a sustainable AI strategy in their companies.

I’m the founder an AI consulting and implementation firm that helps businesses identify where AI can create real value and then builds the systems to make it happen. I work directly with business owners and teams to diagnose operational problems and turn the right opportunities into working agents, automations, applications, and integrated workflows. I’ve built and shipped AI systems across a variety of industries: • A vision AI tool that reduced quote times aerospace maintenance and repair • Automated sales and marketing outreach that's generated a millions in revenue pipeline • Lead intake, qualification, and responder agents in real estate, healthcare, and home services • System-wide agentic systems that span CRM, Project Management, and accounting • Model training for a music education technology startup I’ve also helped teams evaluate models, prototype new AI products, and turn ideas that started on a whiteboard into systems running in production. My perspective is also shaped by 15 years of helping organizations adopt new processes and technology. That’s why I tend to start with how the business actually works rather than with an AI tool. The technology matters, but the real test is whether the solution improves the business and whether the people doing the work actually use it.

I co-wrote the curriculum for Leland's AI Builder Program (500+ reviews) and coach professionals, 1:1 and in cohorts, through automating their business operations with AI: vibe coding, portfolios, org workflows, data analytics, agentic layers, and cloud-hosted orchestration. Info systems background from BYU, with hands-on experience across frontend, backend, data, and hosting.

Ex-AI lead for Magellan Jets and Senior Automation Engineer at Walmart with experience building strategy and implementing AI, as well as designing real-world metrics for post-deployment success tracking