AI Implementation · Audits · Apps · Workshops

I speak two languages.
Business Process.
And AI Transformation.

I help creators, experts, and SMBs find exactly where AI fits in their business — through structured audits, not random tool recommendations.

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Most businesses are doing AI backwards.

They pick the technology first. Then try to find a use case. That's not how sustainable AI implementation works. The companies finding real value start differently.

01

Tool Overload

Spending £50K+ on AI tools that solve the wrong problems. No clear stack, no ROI, just subscription fatigue.

02

No Clear Roadmap

Everyone recommends tools. Nobody shows you which processes to automate first, or how to calculate the actual return.

03

Generic Advice

AI consultants who've never run a business process audit telling you to “just use ChatGPT.” That's not strategy.

Start with workflows, not tools. 80% of business problems don't need AI — they need better processes, documentation, or change management.

Ann-Marie Prekebena — Core Methodology

Two ways to work with Ann-Marie

Every engagement starts with understanding your workflows. From there, we identify exactly where AI fits — and build a plan to get there.

Audit

AI Implementation Audit

A structured 3-phase deep dive into your business. We map your workflows, score opportunities by impact and effort, and deliver a prioritised roadmap with real ROI calculations — before a single tool is recommended.

For: SMBs · Hospitality · Service Businesses
Workshop

AI Implementation Workshop

Live, hands-on workshops for teams and communities. Your team leaves with a working AI system, not just a slide deck. Customised to your industry, your tools, and your actual workflows.

For: Teams · Communities · Skool Groups

The 3-Phase AI Audit

Not a tool recommendation. A structured diagnostic. The same framework used in CRM and systems implementation — applied to AI opportunity mapping.

01

Discovery

Stakeholder interviews. Live Miro mapping. Five core discovery questions. We find where your team is losing time they shouldn't be losing.

02

Analysis & Prioritisation

ICE scoring across all identified opportunities. Impact × Effort matrix. Quick wins vs strategic bets. Real ROI calculated before anything is built.

03

Roadmap & Presentation

A full opportunity map. Quick wins. Big swings. A 90-day phased implementation plan with pricing per initiative.

Results, not promises.

★★★★

“Ann-Marie found 17 automation opportunities in our hospitality business in a single day. We'd accepted most of these inefficiencies as just ‘how things work’. They weren't. The roadmap she delivered was worth 10x what we paid.”

James T.
Operations Director, Hospitality Group
★★★★

“I came in thinking I needed AI tools. I left with a completely different understanding of my business. The pre-diagnostic alone saved me from spending thousands on tools I didn't need.”

Sarah M.
Course Creator & Business Coach
★★★★

“The C-Suite implementation changed how I run everything. I went from treating Claude like a search engine to having an actual AI infrastructure. My content, my client work, my tools — all running differently now.”

Marcus K.
Consultant & Community Owner

7+ years of systems implementation.

I'm Ann-Marie — AI Consultant, Claude Creator, and CRM & Systems Implementation Business Analyst. I've spent 7+ years implementing business systems and process automation for organisations. Now I apply that same structured methodology to AI implementation.

7+
Years in Process Optimisation
3-Phase
Audit Framework
Ready to Start

Stop guessing. Start with your workflows.

Whether you're a creator wanting to build your AI stack, or an SMB ready for a structured audit — the first step is the same. Let's look at how you actually work.

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