Daniel J. Stott

Operations Transformation · AI Ventures · Creative Production

Who I Am

Over 20 years working across enterprise technology, retail, live entertainment, and consulting. It's a career that looks unusual on paper and makes complete sense in practice. The pattern is the same everywhere: organizations have problems they've been solving the wrong way, and I'm good at diagnosing that before anyone builds anything.

At Apple I helped launch a customer support channel that scaled to 8,000 advisors worldwide. Through Stottly I built an AI operations platform that returned 9,000 management hours a year to a 12-location restaurant group. The work looks different every time. The approach doesn't: observe before designing, understand before building, and measure what actually changed. I do my best work with organizations that need someone who can move across strategy and execution without losing either.

20+Years across ops, tech, retail & live production
5Industries: tech, retail, food service, education, live events
1,000+People directly coached, mentored & led

A conservative estimate: 500+ AppleCare advisors directly coached, plus hundreds more performers, crew, and students led and mentored across 30+ theatrical productions and four years of teaching at SCCC, plus retail teams managed at RadioShack and Apple's early store expansion.

Daniel J. Stott

How I Work

Every organization already holds the knowledge it needs. The work is uncovering it before designing anything.

01 · Observe

Observe

Watch how work actually happens before assuming what the problem is.

02 · Listen

Listen

Talk to the people doing the work, not just the people managing it.

03 · Question

Question

Ask until a real pattern emerges rather than a convenient one.

04 · Understand

Understand

Confirm the real problem before proposing any solution.

05 · Build

Build

Design and implement only once the problem is the right one.

06 · Iterate

Iterate

Adjust based on what actually happens, not what the plan assumed would happen.

Core Capabilities

Program & Project Management

Leading initiatives from discovery through implementation and adoption.

AI Implementation & Adoption

Applying AI as a practical tool for discovery, iteration, and delivery.

Operational Modernization

Redesigning workflows and systems people actually use.

Cross-Functional Leadership

Aligning stakeholders across engineering, ops, and the field.

Executive Communication

Translating complexity into clear decisions for leadership.

Process Improvement

Measurable gains in efficiency, consistency, and quality.

Strategic Planning & Budgeting

Setting direction, and the financial plan to actually get there.

Change Management

Guiding teams through transitions without losing momentum or trust.

Team Development & Coaching

Building capability in the people who carry the work forward.

Flagship Project

Restaurant Operations Platform

Turning 12 locations of paper-based operations into one digital, bilingual system.

The Problem

The franchise relied on paper-based operational books and manual reporting across 12 locations. Managers completed food safety and compliance tasks inconsistently, and information was hard to share across locations. Communication was fragmented between English-only and Spanish-only managers, and administrative work kept managers in the office instead of on the floor.

Discovery

Rather than gathering requirements from a conference room, I spent a week observing four managers in their normal environment, interviewed every manager who had time to speak with me, and mapped the existing paper workflows. I designed the platform around how managers already worked, instead of forcing them into a new process.

The Solution
  • Standardized Checklists. Consistent daily operational, food safety, and compliance workflows across every location.
  • Centralized Communication. One system for managers instead of fragmented, location-by-location updates.
  • Written Translation. Manager-to-manager messages in the platform were translated between English and Spanish in real time, so language was never a barrier to consistency.
  • Live Spoken Translation. A built-in speech translation tool let managers communicate on the spot with team members or customers speaking a different language, no separate app or delay required.
  • Reduced Admin Burden. Less time on paperwork, more time on the floor coaching employees and serving guests.

Results

12Restaurant locations supported
~50Managers using the platform
+15%Increase in completion rates
9,000+Management hours returned annually

The math behind the headline number: roughly 50 managers × 30 minutes saved per day, conservatively, × 360 operating days a year ≈ 9,000 hours returned annually. Beyond the numbers: managers spend more time on the floor with employees and customers.

Enterprise Case Study

Apple Business Messages

Building the operational foundation for a brand-new global support channel from scratch.

The Challenge

Apple was launching Business Messages as an entirely new customer support channel. There were no established advisor methodologies, communication standards, or best practices for supporting customers through asynchronous messaging. Advisors handled far more simultaneous conversations than traditional phone support, creating new operational challenges no one had solved before.

My Role

I was selected as part of the early team responsible for building the operational foundation of the new channel. I developed advisor workflows, conversation methodology, style guides, process documentation, presentations, and training materials that standardized how advisors worked within the platform from day one.

The Chat Flow Methodology

The conversation framework I built and taught so advisors could move every chat from greeting to resolution consistently, at scale. As advisor workloads increased, I also helped develop a phrase library tool that cut repetitive typing and reduced handle time. Both became part of AppleCare's training curriculum.

Results

8,000+Advisors supported worldwide as the channel scaled
1.5 minReduction in average handle time
10%Improvement in CSAT scores
15+Leadership Academy classes shaped by direct feedback
Founder Case Study

Black Gryphon Productions

Building and running an independent theater company from the ground up for a decade, before "operations" was ever in my title.

The Challenge

Independent theater runs on almost no margin for error: tight budgets, small and often volunteer-heavy crews, and opening-night deadlines that never move. There was no operational playbook to run a company like this sustainably. Every system, from budgeting to casting to crew scheduling, had to be built from scratch and rebuilt every production cycle.

My Role

As founder and director, I owned every operational layer of the company: budgets, vendor relationships, scheduling, and production management, on top of directing the creative work itself, regularly coordinating casts of up to 25 performers alongside technical, design, and operational teams. I built it while working full-time elsewhere to fund it. There was no outside investment, no safety net, just whatever the day job covered.

Production Systems & Rehearsal Workflows

I built repeatable production systems and rehearsal workflows that let small teams consistently deliver work that looked and felt far larger than the budget behind it. It's the same instinct I bring to operational consulting today: build the system once, and the results become repeatable instead of heroic.

Results

30+Theatrical productions produced end-to-end
10Years running an independent theater company
25Performers coordinated per production, plus crew
100%Productions delivered on time with limited resources

Smaller Projects, Same Approach

Route Optimization

Bakery Route Optimization

The owner ran five overlapping delivery routes that had developed organically, with redundant travel and inconsistent territory assignments. I reviewed the routes, analyzed customer distribution, and redesigned the structure, consolidating 5 routes down to 3 and eliminating two entirely. That reduced operating costs and increased the business's value ahead of a planned sale.

Business Modernization

Dry Cleaner: Pre-Sale Value Improvement

The owner wanted to increase the business's value before selling but was operating with outdated processes and limited services. I evaluated the business operationally and recommended pickup and delivery services plus broader modernization, creating a roadmap that positioned the business as a more attractive acquisition.

Retail Operations Consulting

Apparel Company: Florida MegaCon

A growing apparel company relied on its designer to simultaneously supervise staff, manage operations, and serve customers during high-volume events. By observing event operations directly, I identified role conflicts and recommended restructuring so the designer could focus on customers while dedicated supervisors led operations.

Leadership & Development

  • Founding cohort member of Apple's Leadership Academy, shaping curriculum for 15+ classes that followed.
  • Served simultaneously as Support Mentor, Peer Mentor, and substitute Team Manager.
  • Directly coached more than 500 advisors across new hire, peer, and management contexts.

AppleCare Excellence Award

One of only two people selected organization-wide, recognizing sustained impact across coaching, escalations, and channel development.

Current Ventures

Building Through Stottly Enterprises

Since founding Stottly Enterprises in 2025, I've spun up two focused ventures out of patterns I kept seeing in client work.

AI Venture

StottifAI

My AI adoption and product venture, built to make artificial intelligence practical for small and mid-sized businesses. AI opportunity assessments, custom roadmapping, proof-of-concept builds, custom app development, local model deployment, and generative media pipelines.

Video Venture

Gurilla Studios

My video production venture based in Davenport, FL. Video production, post-production editing, and motion graphics design for clients who need their story told with polish.

Tools I Use, and How

Workflow Prototyping

Tested workflow logic and translation approaches in AI for the Restaurant Operations Platform before any of it was built for real.

Documentation & Training

Built the chat-flow methodology, style guides, and training materials that became part of AppleCare's onboarding curriculum.

Graphic & Visual Production

Local Stable Diffusion and ComfyUI pipelines, including LoRA-trained models, for key art, promotional graphics, and video work at Gurilla Studios and Black Gryphon Productions.

Executive Communication

Turning complex operational findings into presentations and decisions leadership can act on.

Claude ChatGPT Gemini Ollama Open WebUI ComfyUI Python Docker VS Code GitHub Google Workspace Microsoft 365 Figma Asana Monday.com Final Cut Pro Photoshop Illustrator Canva RunPod

Beyond the daily drivers

The broader stack behind the AI, development, and creative work, built up across client engagements and my own projects.

AI Models & Platforms
Microsoft Copilot Grok Perplexity AI Llama 3.x Qwen 2.5 Qwen 3 Qwen VL
Local AI & Generative Media
llama.cpp Automatic1111 Stable Diffusion XL FLUX.1 WAN 2.2 Z-Image Turbo ControlNet IPAdapter LivePortrait FaceDetailer SUPIR OpenPose DWPose Ultralytics YOLO SadTalker
AI Training & Fine-Tuning
Kohya_ss OneTrainer LoRA Training Dataset Prep & Captioning
Development & Automation
JavaScript HTML CSS SQL Flask FastAPI Streamlit Gradio Git REST APIs Zapier Make.com Google Apps Script
AI Infrastructure
CUDA PyTorch Hugging Face ModelScope NVIDIA Toolkit SQLite PostgreSQL MySQL
Business & Productivity
Smartsheet Jira Trello Slack Microsoft Teams Zoom Excel Google Sheets Power BI Tableau
Design, Media & Marketing
Adobe Acrobat Logic Pro DaVinci Resolve Audacity WordPress SEO Optimization Google Analytics

Career Foundation

1994
Store Manager, RadioShack

First leadership role, after two years on-air as a radio personality and news/PSA director. Ten consecutive sales growth awards.

2001
Apple Retail

Selected for Apple's early retail expansion, supporting new store launches.

2003
Founder, Black Gryphon Productions

Produced 30+ theatrical productions end to end.

2006
Adjunct Professor & Technical Director, SUNY

Taught while directing and managing production budgets.

2011
Merchandising Plus Specialist / Territory Manager, ASM

Managed merchandising execution, product launches, and promotional programs across 32 locations monthly throughout Central Virginia.

2013
Senior Advisor / Team Manager Apprentice, Apple

12 years building AppleCare's support operations.

2025
Founder, Stottly Enterprises

Consulting on AI adoption and operational modernization.

Education & Certifications

2013
M.F.A., Directing

Shakespeare and Renaissance Performance, Mary Baldwin University.

2008
M.S., Entertainment Business

Full Sail University, Valedictorian.

2007
B.F.A., Theater, English, Film

University at Albany.

Certifications

Google Project Management Professional Certificate · IBM Generative AI for Project Managers Specialization · Google AI Essentials Specialization

"Every organization already knows the answer. It just hasn't found the right question yet."
Philosophy
  • Solving the wrong problem perfectly is still a failure.
  • Technology is a tool. Its value depends entirely on how it's used.
  • I don't build process for its own sake. I build systems people actually use.
  • I don't aspire to leave organizations dependent on me. I aspire to leave them stronger than I found them.

Let's Talk

Helping organizations modernize operations through technology, AI, and practical execution.

Email
danieljstott@gmail.com
LinkedIn
linkedin.com/in/daniel-stott-5b604112
Phone
518-527-7112
Location
Davenport, FL
© 2026 Daniel J. Stott