Understand before prescribing
Listen to the owner and the team. Look at the numbers, how work moves, and where decisions stall.
About Joe
Built by an operator. For business owners.
I’m Joe Comly, founder of J. Byron Operating Partners. I combine more than 20 years of operating and financial experience with practical AI expertise. As a fractional COO and operating partner, I connect business priorities, workflows, technology, and adoption to help your team execute.
Experience grounded in running businesses.
More than 20 years across operations, financial management, strategy, business building, and transformation.
My career has taken me from leading logistics teams and financial planning to building businesses and guiding enterprise change. I’ve worked in home care, retail, supply chain, and e-commerce, with responsibility for the numbers, the people, and the systems that connect them.
I founded J. Byron Operating Partners to bring that experience to owners of growing businesses. My work today focuses on operating performance, workflow improvement, leadership accountability, and practical technology and AI adoption. I developed the OI Readiness Diagnostic and phased execution roadmaps to help leaders understand what needs to change and how to move forward.
Building a growing home care business
As President & Chief Revenue Officer of Home Matters Caregiving / GFM Home Care from 2023 to 2025, I led the growth and operating buildout of a business spanning Pennsylvania and Ohio. I grew the business from $0 to $3.5 million in annualized revenue within 18 months. I also scaled the workforce from four to more than 200 employees across three markets.
Supporting that growth meant building a leadership layer across business development, care management, recruiting, and operations. I established repeatable practices for recruiting, onboarding, scheduling, compliance, payroll, and reporting, and introduced management rhythms and clearer accountability. Implementing HubSpot, Apploi, WellSky, ADP, and monday.com connected those practices to better operating visibility and control.
18 years at IKEA: operations, finance, and transformation
At IKEA North America, I progressed from Goods Flow Manager to Senior Director of Strategy & Innovation over 18 years. Early roles included leading a 40-person logistics team, standardizing KPIs and reporting across distribution centers, and building staffing and order forecasting models. I later led the deployment of warehouse management technology across 30-plus stores.
As Portfolio Manager for Multichannel Transformation in the U.S. and Canada, I led work connecting digital commerce, supply chain, store operations, and organizational readiness. That included buy online, pick up in store, digital gift cards, and enterprise commerce system integrations. As Senior Director of Strategy & Innovation, I led U.S. strategic planning, developed a multichannel forecasting model with Deloitte and global intelligence teams, and reduced business planning delivery timelines from more than seven months to under four. I also led U.S. due diligence for the TaskRabbit acquisition.
An owner’s perspective
I’ve also built and run a business of my own. I founded United Mettle in 2017 while working at IKEA and developed it into a fitness retail business with a presence across 10 locations, alongside e-commerce, events, and affiliate programs. I managed the P&L, sourcing, inventory, staffing, marketing, and customer experience. During the pandemic, I launched and scaled a Shopify channel that increased online revenue by 500%.
That experience keeps my approach grounded in the decisions owners face: where to invest, what to prioritize, how to develop people, and how to make the business less dependent on individual effort. Technology and AI are useful when they support those decisions and improve how the work gets done.
Education and community leadership
I hold an MBA from Villanova University and a BSBA in Decision Sciences from Shippensburg University. I served on the board of Rebuilding Together Philadelphia from 2009 to 2015, including as Treasurer, Finance Committee Chair, and Secretary, supporting financial management and organizational development. My continued learning includes AI for Everyone from DeepLearning.AI and How to Build an Enterprise AI Strategy from Starweaver.
You work directly with me.
J. Byron is a founder-led practice. I can step into an operating leadership role or work alongside your team on a defined improvement priority. The scope follows the business need.
Make improvement practical
Set clear responsibilities, improve workflows, and test useful AI applications with the team. Build the training, review habits, and management practices to sustain the changes.
Let’s talk about your business.
Share where you want to go, what feels harder than it should, and what you need from an operating partner.