Practical work.
Applied to real problems.
Working with small businesses and founders to understand how work gets done, identify operational bottlenecks, and design practical, AI-enabled improvements. Two active tracks — both grounded in real businesses, not hypotheticals.
A note on status: Labels below reflect where each project actually is — exploring, in progress, or complete. This page will grow as work progresses.
Helping Small Businesses Operate More Effectively
Working with small businesses in my network to understand how work gets done, identify operational bottlenecks, and design practical, AI-enabled improvements. Current areas of focus include process design, workflow automation, reducing manual work, and building systems that are easy for small teams to adopt and maintain.
Current projects: a hat shop and a sculpture production company. Outputs include operational audits, workflow diagrams, AI opportunity assessments, knowledge bases, SOPs, implementation notes, and training materials.
Mapped current operations across order management, inventory, customer communication, and fulfillment. Identified where manual work can be reduced or systematized. Developed a marketing and communication strategy to improve customer acquisition and retention without adding operational overhead.
Redesigning workflows across client inquiry, quoting, production tracking, and delivery coordination. Testing whether a small creative business can operate effectively with a minimal, intentionally designed tool stack — reducing administrative overhead so the founder can focus on production.
Building reusable communication frameworks for small service businesses — inquiry responses, follow-ups, onboarding, and check-ins. Using AI to draft, then editing for the business's voice.
Researching the minimum viable operations stack for a micro-business: what tools, what integrations, what processes. Low cost, low maintenance, actually used by non-technical founders.
Building a Personal Training Business From Scratch
Using a personal training business as a real-world environment to design, test, and refine systems for growth. The work spans two connected areas: building the operational infrastructure needed to acquire and retain clients, and exploring products and tools — including custom-built applications — that improve the experience for both trainers and clients.
Business Operations Layer
Designing the systems that turn awareness into conversations and conversations into clients. Exploring content, referrals, lead capture, CRM workflows, and follow-up processes that a solo trainer can realistically maintain.
Building a structured onboarding flow covering intake, goal setting, health history, scheduling, and first-session preparation. Designing for consistency, clarity, and minimal administrative effort.
Exploring what drives long-term client success and retention. Designing check-ins, accountability systems, milestone recognition, and re-engagement workflows that help clients stay committed to their goals.
Building a repeatable system for content creation, distribution, and audience growth. Exploring how AI can support planning, drafting, and repurposing content while preserving the trainer's voice and expertise.
Product Creations Layer
Exploring how structured prompts, client inputs, and simple interfaces can help trainers create customized nutrition guidance more efficiently while maintaining quality and consistency. Prototyping a custom tool using AI-assisted development.
Designing a system that helps trainers create, save, adapt, and assign training programs while reducing administrative overhead and maintaining flexibility for individual clients.
Exploring simple ways for clients and trainers to track progress, habits, and milestones. Testing which metrics and feedback loops actually improve engagement and long-term adherence.
Exploring what knowledge, frameworks, and resources can be packaged into reusable products that provide value beyond one-to-one coaching — from downloadable guides to AI-assisted tools built for trainer and client use.
Tools & Methods I'm Working With
Working on something similar?
If you're a small business owner looking to reduce operational overhead, or you're curious about what this kind of work looks like in practice — I'm open to a conversation.