AI & Automation Consulting

Senior Leaders Today Typically Face At Least One of These Contraints:

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:

Free Initial Call

A 30–60 minute conversation to
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.

Exploration

4 hours - on-site with your team
2 hours - analysis
2 hours - feedback


After the Exploration, you walk away with clear, practical roadmap that your team can actually execute. 

What you get:

A ranked list of automation opportunities

The best AI / automation projects for your business - ordered by impact.

Which projects will protect margin, reduce headcount pressure, or increase throughput.

A clear ROI lens

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 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.

I Compete on the AI Battlefield

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-Level Expertise. Real-World Execution.

  • 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

Conversion Science CEO

Ariel Sumeruk

Want to know what AI could realistically do inside
your business?

Leave your details below and Ariel will contact you within 1 business day.