Economics before channels
Start with margin, CAC, LTV, lead quality and sales cycle.
We connect strategy, advertising, analytics, creative and automation. Clients see the logic behind decisions and their impact on revenue.
OUR ROLE
AI detects signals and removes routine work. Specialists understand context, evaluate risk, form hypotheses and own outcomes.
Start with margin, CAC, LTV, lead quality and sales cycle.
Record the source, period and reason behind decisions.
Rules, access and logs come before autonomous actions.
Connect advertising, measurement, creative and the conversion path.

A performance marketer with 10+ years of experience building systems where advertising is measured through revenue, margin, CAC and LTV—and AI accelerates control without replacing judgment.
“AI gives the team speed, but accountability always stays with us.”
Start with the numbers
Start with a short diagnosis of goals, data, channels and the main constraint.