AI & Automation Consulting
Senior Leaders Today Typically Face At Least One Of These Constraints:
Competitors are
moving faster
“We’re losing deals to companies that
execute faster than we do.”
Manual work is
crushing margin
“We can’t scale without hiring more people - and margins are shrinking.”
AI investments lack
measurable ROI.
Everyone is selling AI, but nobody can tell me what will actually work.”
A Clear Plan. Prioritised by ROI.
How it works:
Initial Call (On Us)
A 30–60 minute conversation to
understand your business, goals,
and whether we’re a fit.
understand your business, goals,
and whether we’re a fit.
Workshop
A working session with key people in your
business to understand bottlenecks,
priorities, and internal dynamics.
business to understand bottlenecks,
priorities, and internal dynamics.
Exploration
4 hours - on-site with your team
2 hours - analysis
2 hours - feedback
2 hours - analysis
2 hours - feedback
What you get:
After the Exploration, you walk away with clear, practical roadmap that your team can actually execute.
A ranked list of automation opportunities
The best AI / automation projects for your business - ordered by impact.
A clear ROI lens
Which projects will protect margin, reduce headcount pressure, or increase throughput.
Cost + complexity estimates
So you can tell the difference between a quick win and a 12-month IT headache.
A reality check on whether AI is even the answer
Sometimes the real bottleneck is process, incentives, or bad data. You’ll get an
honest assessment.
A short written report you can share internally
A clear document you can use with your leadership team, ops team, or board.
Why Work With Ariel?
I’m not a consultant who “talks AI.” I run a business that depends on execution.
I Compete on the AI Battlefield
I operate in a market where AI is already disrupting pricing, speed, and delivery. I don’t just talk about automation - I rely on it to stay ahead.
PhD-Level Expertise. Real-World Execution.
I’m not just advising on AI - I’ve built and deployed it in production while running a business. That means you get clarity on what’s technically possible and commercially viable.
- PhD Physics | MSc Applied Mathematics
- Former Head Quant + CFA
- Former CTO / Managing Director (board-level reporting)
- Started & bootstrapped a business from scratch, to a market leader in the industry.
- Trained and led close to 100 people
Ariel Sumeruk
Conversion Science CEO
Want to know what AI could realistically do inside
your business?
Leave your details below and Ariel will contact you within 1 business day.
