Practical AI systems your team actually uses.
Independent consulting on workflow design, automation, internal tools, and reporting— built around how your team really works, not the demo.
Free · 30 minutes · no obligation
Zack Shields — AI Adoption & Automation Consultant
Business consultant with technical depth helping teams operationalize AI, automation, internal tools, and reporting.
Most teams don't need another AI demo.
They need friction removed from work they already do every week — leads that need follow-up, reports rebuilt by hand, approvals stuck in inboxes, decisions made without clean visibility.
I map those workflows, find where AI creates real leverage, then build the automations, internal tools, and dashboards that turn the idea into daily use.
Zack Shields
AI Adoption & Automation Consultant · Orlando, FL
From operations to AI adoption
Twelve-plus years across business, operations, sales, and leadership before building AI systems. I've run the workflows I now help teams automate — follow-up, client comms, pricing, reporting, training, and day-to-day execution.
The goal is not to bolt AI onto a process and hope. It's a practical operating layer: clear inputs, reliable outputs, exception handling, and tools people actually trust enough to use.
Where I help
Strategy is only useful when it ships. Engagements run from workflow discovery through build, training, and adoption.
AI implementation
Discovery, tool selection, build, training, and iteration so the system survives real users.
Workflow automation
Repetitive handoffs turned into reliable workflows with approvals, exceptions, and integrations.
Internal tools
Dashboards, portals, and custom apps when spreadsheets and off-the-shelf tools stop fitting.
Reporting & visibility
Cleaner KPIs, dashboards, and reporting workflows so managers stop guessing.
A practical build process
Clear discovery, scoped implementation, and adoption support — without dragging your team through vague consulting.
- 01
Free 30-min review
Week 0Walk through systems, handoffs, bottlenecks, and where AI or automation could create real leverage.
- 02
Roadmap & build plan
Week 1A prioritized plan covering workflows, integrations, data needs, and adoption risks before anything is built.
- 03
Build, train, iterate
Weeks 2–4+Implementation, rollout, documentation, and training so the system moves from prototype to daily use.
Built across real workflows
Real estate & rentals
Lead capture, follow-up, pricing, guest messaging, and operator notifications — built for non-technical users.
Hospitality operations
Inventory, purchasing, waste visibility, and manager dashboards that work for back-of-house teams.
Sports & analytics
Forecasting, knowledge retrieval, and decision support using model selection, RAG, and reporting logic.
Tooling — chosen to fit the workflow, not the demo
AI & retrieval
Automation & CRM
Build & infra
Shipped systems, not strategy decks
- 01
Workflow before tooling
Map how the work actually happens — handoffs and edge cases — then choose what to build.
- 02
Adoption is the product
Training, documentation, and exception design decide whether the system survives daily use.
- 03
Iterate after launch
Production reveals truth. Plan for tuning and small fixes once real users are on it.
Clear engagement options
Start with a review, scope a build when there's a fit, or book hours when you need senior technical guidance.
Workflow review
Review your workflows and AI opportunities before deciding what to build.
- Workflow review
- Opportunity map
- No obligation
Project build
Full implementation for AI workflows, automations, internal tools, or dashboards.
- Build & deployment
- Training & docs
- 30-day support
Consulting
Focused support for AI adoption, technical review, or implementation guidance.
- Flexible scheduling
- Technical guidance
- Adoption support
Frequently asked questions
AI implementation, workflow automation, internal tools, dashboards, and CRM automation. Most projects start with workflow discovery, then move into a scoped build, training, and iteration.
Let's map your AI opportunities
Free 30-minute review of your systems, handoffs, and where AI or automation might be worth building.
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Prefer email? zack@zack-shields.com