EagleWorks AI replaced Eloise Design Co.'s scattered ChatGPT accounts with four custom AI workstations trained on the studio's own voice and frameworks. The team was working in them within weeks.
The problem
When Eloise Design Co.'s project coordinator left, founder Eloise Stewart faced a choice: post the job, or find out whether AI trained on the studio's own methods could carry the coordination work.
The harder problem sat underneath that one. At the downtown Opelika branding studio, everything that had to sound like the studio came from one person: Eloise. Proposals, client emails, briefs, brand strategy, all of it queued behind her. The team was already using AI, but it lived in scattered personal ChatGPT accounts, files and other systems that knew nothing about the studio's frameworks or voice. For a shop whose product is its voice, generic output created more editing than it saved. The bottleneck wasn't effort. It was that the high value judgment sat in one head.
What we built
A shared Claude workspace with the team's ChatGPT history migrated over, then four purpose-built workstations and a live naming tool, each shaped around the studio's own methodology.
Build It. Four workstations, delivered in two phases. First, a Communications workstation that drafts in the studio's voice, an Operations workstation for project coordination, and a naming-availability checker the team runs live in client sessions. Then a Brand Messaging workstation built on Eloise's own messaging framework, and a Strategy workstation built on her consulting method. The team was using the first workstations within a few weeks of kickoff.
Support It. Weekly one-on-one sessions with Addy Steele, the studio's Director of Operations and AI champion, through both build phases, plus a shared feedback tracker with same-day turnaround on anything blocking the work.
Improve It. The team tested each workstation on live client work and reported what landed and what didn't. We refined the prompts and skills from that feedback, decided together which systems to connect next, and kept tuning as new use cases surfaced. Refinement now runs on a monthly cadence.
Each workstation connects to the tools that already hold the studio's history: Zoom for meeting recordings, Asana for projects, email, and the file system that holds their documented processes. On top of that we built skills, repeatable workflows the team triggers with a sentence.
What a week looks like now
After a client kickoff, Addy asks the Operations workstation to set up the new project from today's meeting. It pulls the transcript from Zoom, asks a few clarifying questions, then creates milestones and tasks in the studio's approved Asana format, assigns each task to the right person, and estimates the hours. A cleanup step strips the sections that don't apply, which used to be the last manual chore on every setup.
The Communications workstation drafts the recap email: what the studio is doing next and what the client owes, in the sender's own voice. It sounds like them because it was trained on them.
The Brand Messaging workstation is a production line. It takes discovery input and manufactures the language a client will actually use: the core message, the messaging foundation, taglines and hero phrases, then SEO and AI-search content built on top of them. Each step waits for Eloise's approval before the next one runs, because a foundation built on the wrong core message passes that error to everything downstream. Claude drafts in the client's voice, Eloise approves, and the work ships. Deliverables that used to take hours now arrive about 80% finished.
The Strategy workstation runs the other direction. Brand Messaging produces artifacts; Strategy produces decisions, and the decisions are Eloise's. Before a strategy session it audits the client's current position and builds her a brief so she walks in sharp. She runs the room and makes the strategic calls. Afterward it takes the session transcript and her notes and organizes what she landed on into three goals, three priorities, and a 6 to 12 month timeline. Claude handles the research going in and the structure coming out. The strategy in the middle stays human, on purpose.
The result
Every team member uses the workstations in daily work. Adoption is the metric we watch first, and it landed at 100%.
Addy got back roughly 30% of her week. Hours that went to project setup now go to client engagement and strategy. Eloise reports the Strategy workstation saves her days on each engagement and needed zero changes after its first use on a real client.
"The Strategy workstation was the surprise. I ran it on a real client the first week and didn't change a thing. It saved me days, and I didn't sacrifice my ideas, thinking, or decisions.”
Eloise Stewart, Founder, Eloise Design Co.
The project coordinator role was never backfilled. Within weeks Eloise and Addy were asking for more automations and referred EagleWorks to a neighboring business owner. What started as a one-time setup became an ongoing relationship. The work that once queued behind one person now runs across the whole team, in the studio's voice.
Eloise wrote about the experience from her side, including the line the studio drew around what AI will never touch: The Businesses That Win WON’T Be the Ones Using AI the Most.
FAQ
Can AI actually match a small studio’s brand voice?
Yes, when it's trained on your material. These workstations were built on Eloise Design Co.'s own frameworks and writing samples, so the output reads like the studio wrote it.
Is this a replacement for hiring?
For this studio, it let a three-person team take on more clients without adding headcount. Four workstations (Operations, Communications, Brand Messaging, Strategy) plus a handful of automated workflows absorbed the repetitive work. The people kept the judgment and the creative design work.
What is an AI workstation?
A purpose-built AI setup for one job, loaded with your context and connected to the tools you already use. The payoff shows up when it can reach your email, your meeting recordings (Zoom, Fathom, Plaud), your project management system (Asana, ClickUp), your accounting (QuickBooks, Zoho), your files (Google Drive, SharePoint), and just about any other software you use today.
How long does setup take?
You'll be working in your first workstation within a few weeks. From there, add workstations and workflows at your own pace.