AI Deployment Strategist
Exploring AI
is good.
Shipping it
is better.
I help ambitious companies turn AI into measurable business results, working alongside your teams to design, build and run solutions inside your existing systems.
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Product leader.
Operator.
AI builder.
10+ years
from startups
to global tech.
01 The next-gen company
Your company shouldn’t just use AI. It should run on it.
Most companies use AI as a tool. The next generation runs on it as operating infrastructure. I build the agentic systems that take over the repetitive, cross-team work your operations depend on, so your teams move faster, carry less overhead, and spend their time on work that needs a human.
02 The problem
You’re scaling AI activity, not capability.
Every team can show an AI win. Add them up, and the company barely moves.
What each team sees
Local wins.
- Reports, analyses and emails produced in minutes, not hours.
- Teams building their own agents, automations and GPTs.
- Individual tasks getting faster and easier every month.
What the company sees
No real uplift.
Cycle times, conversion and revenue stay where they were.
Why the wins don’t add up
- 01
Output multiplies. So do versions.AI makes content faster to produce, but easier to duplicate and fragment. Time saved creating work gets spent searching, checking and reconciling what is actually current.
- 02
The same capability gets built again and again.Different teams solve the same problem with different data, logic and context. That creates duplicate spend upfront and more cost later to untangle, align and maintain what should have been shared.
- 03
The operating model stays the same.Ownership, approvals and handoffs don’t change, so the end-to-end bottlenecks remain.
You have momentum. But without shared context, reusable capabilities and end-to-end workflow ownership, you’re also scaling cost, complexity and risk.
03 My proposition
Another tool to the rescue. Make what you already have work as a system.
I work alongside your teams to find where AI can make the biggest difference, connect the processes, data and tools behind the work, and build solutions that deliver measurable results.
What I do
Find where AI can make a difference
Work with your teams to understand where manual work, slow handoffs and disconnected processes hold them back. Prioritize opportunities based on business impact.
What your company gains
More capacity for growth
Less time spent on administration, chasing information and coordinating work. More time for customers, retention and expansion.
What I do
Get the foundations right
Bring the right people together across teams, improve data quality, and align the information, definitions and rules each workflow depends on.
What your company gains
Fewer gaps, better decisions
Teams work with consistent, reliable information. Fewer missed handoffs, conflicting records and last-minute surprises.
What I do
Connect, automate and build
Make better use of your existing tools, connect what needs to work together, and build AI-powered solutions where they add real value.
What your company gains
More output, less complexity
Work moves across systems and teams with fewer manual steps, without adding another platform to manage.
What I do
Make it work for the long run
Run the solution with your team, measure its impact, improve what needs adjusting, and establish clear ownership so it keeps delivering.
What your company gains
Results that last
Reliable workflows your team can own, maintain and scale, with measurable improvements in efficiency, cost and customer outcomes.
04 Services
Put AI to work across your revenue operations.
Revenue leaks in the gaps between sales, customer success and finance. Handoffs lose context, onboarding stalls and renewals become last-minute surprises. I work alongside your teams to connect workflows, improve data quality and automate repetitive work using your existing tools and AI where it adds value. Start with one workflow, prove the impact, then scale.
See how it worksNext on the roadmap
- FinOps
- TalentOps
- ProductOps
The same approach, applied to the next operational back office.
05 Who I am
Experience that matters.
Over the last 10+ years, I’ve built products, scaled teams, and turned strategy into execution across AI, SaaS, fintech, e-commerce, and consumer technology. Today, I bring that same builder’s discipline to AI-native operations, hands-on and inside your systems.
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