AI systems that
compound.

Lead engines, outreach systems, creative workflows — built end-to-end, running in production.

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AI systems that
compound.

Lead engines, outreach systems, creative workflows for agencies and DTC brands — built end-to-end, running in production. Every system ships, keeps working, and makes the next one cheaper to build.

Map your automation surface

0 Productized Systems

Creative research, VSL generation, AI voice sales agents, and personalized outreach — all shipped to production.

0+ Years Building

Concept to ship — five years of practical AI workflows and full-stack systems.

I'm Kyrill — I build AI automation systems that replace manual work and keep running after handoff: logged, checkpointed, and yours to own.

Example cases

A few things
I've built.

Productized systems for DTC brands, marketing agencies, and online shops. Each one replaces a manual workflow that was breaking under its own weight.

01Productized — deployable

DTC creative strategy

AI Creative Research System

Built and run for a DTC performance agency: data-driven creative briefings, hook strategies, and ad-angle research. Pulls the entire competitor ad library, clusters what's working, and ships a brief + three test-ready concepts. Deployable in every DTC brand or marketing agency.

Ad-library miningHook patternsBrief generationAngles

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02Shipped · DTC agency pipeline

DTC creative production

Creative Ad Engine

Built for a DTC performance agency: image and video ad production as a pipeline — static ad variants in the brand's look, and finished VSLs rendered end-to-end with talking AI avatar, B-roll, captions, and sound, no video editor in the loop.

Image generationTalking avatarB-roll

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03Live · first pilot clients

Own product

Marketing OS

The marketing processes of an e-com brand as one system: creative research, landing pages, quiz funnels, and product research workflows in a single place. My own product — now running with its first pilot clients.

Creative researchLanding pagesQuiz funnels

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04Shipped · client sales team

Sales automation

Personalized Outreach Engine

Built for a Berlin AdTech company's sales team: cold outreach with a custom visual mockup or short video preview for each prospect — automated end-to-end and routed into a CRM follow-up cadence.

n8nOpenAIVideo API

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05Shipped · client content pipeline

Video pipeline

Content Repurposing Engine

Built for a health and e-learning company: raw, unedited long-form recordings go in — transcribed, cut, voice cleaned, music laid underneath — and clean long-form, mid-form, and short-form content plus a trailer come out, with no manual editing round.

TranscriptionCut selectionAudio cleanup

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How we work