5 time blocks. 8 deliverables.
No discovery questions. We're inside your account from minute 0:00, working from the data.
Workflow audit · where are the humans?
- -Walk your marketing chain link by link, together
- -Locate your stage on the AI-native ladder (1–6)
- -Pick the bottleneck role that gets replaced first
Agent org chart · Andrei leads
- -Decompose the bottleneck SOP into specialist agents
- -Define each agent's negative boundaries - the craft
- -Match model tier to job so the economics work
First specialist · spec'd live on the call
- -Write the role, prohibitions, and output contract together
- -Design generate → screen → select around it
- -Freeze the quality bar before anything is generated
Edge-to-edge channel wiring · Ruslan leads
- -Walk the live Google system: research → feeds → search → presells
- -Map the same pipeline shape onto your channels
- -Turn compliance into code checks, not vibe checks
The closed loop + roadmap
- -Wire winners and kill-lists into next week's briefs
- -Link-by-link replacement order with effort scores
- -Follow-up async support window starts
8 deliverables. All inside your account before we hang up.
Agent org chart
Your workflow decomposed into specialist agents, each with a model tier and a single craft.
Six-stage maturity assessment
Where you actually sit on the AI-native ladder - and the one move that gets you to the next rung.
First specialist agent spec
Role, negative boundaries, output contract, and frozen quality bar. Ready to run the day after the call.
SOP-to-agent conversion recipe
The 6-step method we used to replace every link - reusable for each next role you automate.
Channel pipeline map
Your channels wired the way our Google system runs edge-to-edge - research, production, deployment, reporting.
Quality gates + closed-loop design
The checks that let output ship without your approval, and the loop that writes results into next week's briefs.
Implementation roadmap
Link-by-link replacement order with effort + impact scores. Week 1 vs Quarter 1.
Recording + transcript
The entire call, indexed by time block. Searchable and shareable with your team.
What operators say after the call
★ ★ ★ ★ ★4.9 / 5 ·168 reviewsWe thought we were 'using AI' - we were at stage 2 of 6. They mapped our whole content op onto an agent org chart in the first half hour. The first specialist replaced our brief-writing within a week.
Two founders, two lenses. Andrei rebuilt how we produce; Ruslan rewired where it all ships. Seeing the same architecture run both Meta creative and the whole Google side was the moment it clicked for our team.
The closed loop is what nobody else teaches. Our weekly results now write the next brief automatically - kill-list, winning angles, all of it. That one design doc paid for the call many times over.
Who this is for. And who it isn't.
For you if
- ✓You run a team where 3+ people do repeatable work
- ✓Founder or operator at $10K+/mo in ads or content spend
- ✓You have SOPs, or can write down how the work gets done
- ✓You'll build the first agent within two weeks
- ✓You want the operators who run 100+ agents, not a consultant with slides
Not for you if
- -You want AI to invent your strategy for you
- -No repeatable process yet - there's nothing to automate
- -You're shopping for a tools list, not an architecture
- -You won't build what we spec together
- -You want us to run it for you (see done-for-you)
Operators always ask these first.
Because the architecture spans both halves of the operation. Andrei built the creative machine - 100+ agents, contracts, quality gates, the closed loop. Ruslan runs the Google side on it edge-to-edge - research, feeds, search, presell pages, reporting. The channel consultations get you one founder in one account; this session gets you both operators designing your whole system.
A plain description of how your work gets done today - who does what, in what order. A written SOP is ideal; talking us through it works too. No account access needed for this one: we're designing your system, not auditing a channel.
Marketing is where our receipts are, so that's where we start. But the recipe - SOP → specialist agent → quality gates → closed loop - applies to any repeatable work in your company: sales ops, support, content, reporting. Bring the workflow that hurts most.
No. The method is process-first: if you can write down how the work gets done, you can build a specialist agent. We design the architecture in plain language - roles, boundaries, contracts, gates. The tools follow from the design, not the other way around.
This is a live 2-hour working session - your agent org chart, first specialist spec, and closed-loop design are built in real time and stay with you whether or not you act on them. Because the work is done live, sessions are non-refundable. That's why the fit criteria on this page are explicit: if they don't match your situation, we'll say so before the booking confirms.
It's two hours with both founders instead of 90 minutes with one, and the scope is your whole operation, not a single channel. Gartner expects 40% of agentic AI projects to be scrapped by 2027 - almost always an architecture failure, not a model failure. Getting the architecture right once is worth more than the delta. If you're not ready, run the free agents first and see the system's output quality yourself.
Book your call with Ruslan & Andrei. $3,000 · 120 min · both founders · live working session · Agentic AI Architecture.
Real-time availability. You'll get a Zoom link, calendar invite, and the prep brief immediately after booking.