AI Automation Consultant Who Finds Labor Sinks and Ships the Fix
I sit with the work first. Then I automate the hours that never should have been human. Remote nationwide or in person.
Outcomes that survive real users
- LaborHours pulled out of one named workflow
- LiveSystem the team uses on Monday
- OwnerOne person who can run it without me
- Labor
- Hours pulled out of one named workflow
- Live
- System the team uses on Monday
- Owner
- One person who can run it without me
Direct answer
What this page is about
Zack Shields is an AI automation consultant who learns how a business runs, finds the labor sink, and ships the first live system. He works nationwide across the US, remotely or in person. Typical builds run $2,500 to $15,000 and take 2 to 6 weeks.
Key facts
- Zack Shields, independent consultant in Orlando, FL
- Hours: Monday to Friday, 9:00 AM to 6:00 PM Eastern Time
- Contact through the free workflow review form
- Works with companies nationwide across the US, remotely or in person
- $2,500 to $15,000 for typical project builds
- Free 30-minute workflow review
- Labor-sink discovery before any tool pick
- One named workflow per first build
Last updated
Buying another tool is easy. Building a system to retire the weekly labor sink that still lives in copy-paste is the work.
AI Automation Consultant Who Finds Labor Sinks and Ships the Fix only pays off when the system watches real work, catches exceptions, and leaves humans the judgment calls. For operations teams that means stop buying AI tools that sit next to the work instead of doing the work. What they often get instead is a dashboard nobody trusts, a chatbot that creates tickets, or a pilot that never becomes the default path. I build the closed loop so your team only touches what needs a person.
An AI automation consultant is not a strategist who leaves a deck, and not a vendor who leaves a login. The job is to learn how the business actually runs, name the labor sinks, and ship software that takes those hours back. I am Zack Shields. I work with companies nationwide across the US, remotely or in person.
Most teams already have ChatGPT seats and a handful of automations. The work still sits in the gap: a person reads an inbox, looks something up, retypes a field, and pings someone. That gap is the engagement. I map the path, pick the smallest system that closes it, and build it in the tools you already pay for when those tools can hold the job.
This page is for owners who want the first live automation, not a maturity model. If you need a broader AI consulting hire, start on the national AI consultant page. If the whole operating path is held together by three veterans, start on the business process automation consultant page. If you need usage policy and access control before anyone gets a key, start on the AI governance consultant page.
Why AI automation projects stall after the pilot
The first failure is buying a tool before naming the labor. A team licenses a chatbot, an agent platform, and a dashboard. Nobody writes down which weekly hours the purchase is supposed to remove. Six weeks later the licenses are active and the inbox is the same.
The second failure is automating a step that is not the sink. Faster data entry into a dead-end queue is not leverage. The sink is usually a handoff, a review, or a follow-up that nobody owns after 5pm. Until that job has a trigger, an owner, and a definition of done, software just adds a tab.
The third failure is leaving no one to run the system. The consultant who built it is gone. The prompt lives in one person's browser. Failures go to a shared email no one reads. Automation that cannot be operated is a demo with a monthly bill.
Ready to retire one labor sink?
Request a free 30-minute workflow review. Bring the job that eats the most hours. You leave with a candid read on fit and, if there is a build, a clear next step.
What an AI automation consulting engagement includes
Every build starts with the business, not the model. The menu is small on purpose.
- 01
Labor-sink discovery
I watch the work, read the tickets, and time the path. We name one sink: the hours, the owner, the systems it touches, and the cost of leaving it alone. If the first job is not worth a build, I say so on the review call.
- 02
Scoped first system
A written plan for one workflow: trigger, tools, writes, stop conditions, and a fixed quote. Typical first jobs are lead follow-up, document relays, phone coverage, and internal reporting that still lives in a spreadsheet.
- 03
Build in your stack
n8n, Make, Zapier, a small Node service, or the CRM you already run. I do not protect a vendor list. The system has retries, a failure queue, and logs a person can read.
- 04
Training and a 30-day window
The person who will own it runs it with me. We fix the edge cases that only show up on real volume. Then the team can change a field mapping without calling me first.
How I choose the first automation
Hours, owner, and a stop condition
I score a candidate workflow on three things: hours per week, a person who will own the result, and a stop condition the system can obey. If any of those are missing, we fix the operating habit before we write code.
A stop condition is the line the system must not cross. Do not send the email. Do not update the paid-in-full field. Do not invent a clinical answer. Writing that line down is consulting, not extra paperwork.
AI is a reader and a drafter, not the ledger
Models read messy input and draft a next step. Totals, identifiers, and money movement stay in deterministic code. That split keeps the automation defensible when someone asks how a record changed.
If a team wants the model to "just handle it," I shrink the job until the writes are listable. Unbounded autonomy looks good in a demo and expensive in production.
When not to hire an AI automation consultant
If the problem is "we should learn ChatGPT better," that is a short internal workshop, not a build. If you already have an engineer with time and a one-step zap, you may not need me.
Hire this work when the sink crosses two or more systems, runs every week, and nobody inside has the hours to finish it. That is the gap I close.
What changes when the first sink is actually gone
Hours come back to the owner
The person who used to copy between two systems spends that time on exceptions and customers. You can point at the queue and see the difference.
The next job is obvious
Once one sink is gone, the next one is easier to see. You are not guessing which AI product to buy. You are picking the next hours to retire.
Failures are visible
A dead-letter queue and a named owner beat a silent zap. When something breaks, you know the same day.
You are not stuck with me
Documentation, credentials in your accounts, and a runbook are the default. A retainer is optional after the 30-day window.
How the engagement runs
Most first systems move from the review call to a live path in 2 to 6 weeks.
- 011
Free 30-minute workflow review
Bring the job that eats the most hours. I will tell you whether AI belongs in it, what a first build looks like, and whether you should wait. No pitch deck.
- 022
Written scope and fixed quote
The workflow, the systems, the success measure, and the price. You know the cost before any production work starts.
- 033
Build against real cases
I wire the path using your examples, not synthetic demos. We shadow-run until the writes match what a careful human would have done.
- 044
Handoff and iteration
Training, a short runbook, and 30 days of fixes. The owner can replay a run and change a mapping without a war room.
Why hire me as your AI automation consultant
I am an operator first. I have run hospitality, real estate, and short-term rental work where a missed handoff shows up as a guest problem or a midnight fire. That is how I scope: if I would not run the system in my own shop, I will not sell it.
I also keep governance in the room. Usage policy, who may call which tool, and where credentials live get written down before keys are issued. The automation page is still about shipping. The governance page is about the rules that make shipping safe.
What you get
- Business-first discovery: labor sinks before tools
- One operator scopes, builds, trains, and supports
- Nationwide remote work, in person when the floor walk matters
- Fixed quote before production work
- Runbook and named owner at handoff
- Governance notes on access and usage before keys go out
AI automation consultant vs agency vs buying another tool
Three common ways teams try to get the hours back. The right answer depends on who will own the result.
Aspect
DIY / off-the-shelf
Working with me
Starting point
A product demo and a seat count
A named labor sink and a written stop condition
Who ships
A junior bench after a sales call, or you on nights
The same person who scoped the work
Time to a live path
A quarter of configuration and unused seats
2 to 6 weeks for a focused first system
When it breaks
A vendor email and a guess
A queue, a replay, and a named owner
Best for
Teams with a full-time automation hire already in the seat
Owners who need one sink gone without staffing a department
Frequently asked questions.
What does an AI automation consultant do?
An AI automation consultant maps a real workflow, names the labor that should not be human, builds the system that takes that work, trains the owner, and leaves a runbook. The deliverable is a live path, not a tool recommendation.
How is this different from an AI consultant or a BPA consultant?
The AI consultant page is the broader hire: strategy plus implementation across agents, voice, and internal tools. The business process automation page redesigns a whole ops spine. This page is the first labor sink and the first live automation.
How much does an AI automation consultant cost?
Typical project builds run $2,500 to $15,000. A focused single-workflow automation sits at the low end. Multi-system work runs higher. You get a written fixed quote before production work. The 30-minute review is free.
Do you work remotely or only in Florida?
Most work is remote across the United States. Orlando and Central Florida clients can add on-site discovery. Jacksonville and Tampa have dedicated city pages. Everyone else gets the same written scope and build over video and shared docs.
What if we already bought AI tools?
Bring the licenses. The first job is often connecting what you already paid for and retiring the copy-paste between them. I will not add a fourth tool to hide a missing owner.
Will a model write to our CRM on its own?
Only inside the writes we list in the scope. Low-confidence or out-of-policy cases go to a person. Access and usage rules are written before keys are issued.
What should we automate first?
Pick a path with weekly volume, a clear owner, and pain you can feel in hours or missed follow-up. Vanity workflows that look strategic but barely run are a poor first build.
Ask them in a free workflow review
Tell me the process. I will reply within one business day with a time for a 30-minute call. No pitch.
About your consultant.
I am Zack Shields. I build agentic systems for mid-market and enterprise teams in hospitality, travel, healthcare, and finance. Closed-loop workflows that monitor data, surface true exceptions, route decisions, and act so your team only handles what requires judgment.
My background is operations first, technology second: real estate operations, hospitality systems, short-term rental workflows, sales operations, dashboards, RAG tools, API integrations, and team training. That mix matters because the hard part is rarely the model. The hard part is designing a system people trust enough to use. One that survives real users, edge cases, and daily reality.
When you work with me, you get an operator-builder hybrid who can map the workflow, design the agentic loop, build the system, test the edge cases, document the process, and support adoption after launch.
Related pillars
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The national hire page for broader AI work.
Read moreBusiness process automation consultant
When the whole ops spine needs a redesign.
Read moreAI governance consultant
Policies, access, and a safe rollout before keys go out.
Read moreWorkflow automation services
Handoffs between systems you already run.
Read moreAI consultant in Orlando
On-site discovery in Central Florida.
Read moreFractional CTO
When the need is leadership, not only one build.
Read more
Getting started is simple.
The first step is a no-obligation 30-minute workflow review. We map your actual workflows, identify high-leverage agentic opportunities, and give you an honest picture of fit. No pitch.
- 01
Book your call
Schedule a focused conversation about the workflow you want to improve.
- 02
Share your challenges
Walk through the systems, users, exceptions, and reporting gaps that shape the work.
- 03
Get your roadmap
Leave with practical next steps for discovery, pilot scope, or implementation.
Ready to retire one labor sink?
Request a free 30-minute workflow review. Bring the job that eats the most hours. You leave with a candid read on fit and, if there is a build, a clear next step.
- Free
- Cost
- 30 min
- Length
- None
- Pressure