Relevant.

Awaken
Co-Intelligence

Team wisdomData depth
User guidanceAuthentic reach

When humans and AI co-create, intelligence comes alive.

Your data stays yours. The practice brings it to life.

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Relevant Co-Intelligence Studio, founded by Fedor Sokolov, is a custom AI agent development company.

The agents we build have memory, judgment, and taste: advisors, qualification pipelines, and internal teammates.

There is nothing artificial about the intelligence anymore. Co means together. It's a practice where humans and AI become teammates and bring real things into the world.

Build Faster. Deeper. Truer.

Fedor Sokolov

Fedor Sokolov

Founder, Relevant Co-Intelligence Studio

Spoken At

MIT Sloan|4Geeks Academy

2026 Award Winner

EdTech Breakthrough

Co-Intelligence

What makes an AIa teammate?

Our work is to identify and connect the essential elements that make you and AI into real teammates: character, memory, model freedom, autonomy, security, and mutual growth. When those pieces work together, humans and AI can collaborate, build real things, and become more capable through the practice.

Character

What gives a teammate their own personality and craft?

Memory

Do they build on what came before, or start over every time?

Model Freedom

Can they use the best model for the job?

OpenAI, Anthropic, Gemini, Grok. Same teammate, best engine for the moment.

Autonomy

What is done by the time you wake up?

Security

Can you trust them with what matters?

Mutual Growth

Do you become more capable, too?

Read the Co-Intelligence thesis→

Co-Intelligence

The Menu.

We want a self-sufficient AI employee, not a confident slop, please.

Always almost right, never quite. Real and slop in the same breath, and it sounds just as sure about both. You start to wonder if the problem is you, or if AI just can't deliver yet.

The way through is the harnesses and systems you build, run with judgment. The categories below are the skills worth getting fluent in as AI changes the work. We're happy to build them with you, or for you.

01

AI Agents

Turn the pile of half-working AI into one operating system.

Maybe you already have ten AI tools and fifty automations that half-work. Or you're ready to build your first. We design the agents that run the real jobs, each with a plan, the tools to do it, the permissions it's allowed, and a gate where it checks with you before it acts. Our most popular teammates:

Advisor

A teammate trained on your knowledge that answers your visitors any hour, and remembers every conversation.

Pipeline

A teammate that qualifies your leads before you talk to them, surfacing intent, budget, timeline, and fit, so your calls start informed.

Internal agents

Teammates that handle the research, the follow-ups, the briefs, and the recurring work no one has time to run.

The part that makes it co-intelligence: give it a name, a role, and a memory that survives across months, and it stops being an agent. They become a teammate, they write to your other teammates, correct them, and carry forward everything you've taught them.

02

Traction

Where the plan becomes real: people reply, show up, pay, and get real value.

Outreach

Every email written from a real read of the person, their company and their work, so the ones who reply are the ones worth a call.

Ads

We build the whole ad system, targeting on your data, creative in the voice you've spent years building, the testing loop, then hand you the controls.

Website and Funnel

A site and funnel that turns visitors into qualified leads, capturing who's serious and what they need before they ever reach you.

03

Content Engine

Become the voice your niche follows, without spending all your time on it.

The idea was never the hard part. The engine is: the hooks that stop the scroll, the scripts, the AI tools that cut the video and generate the images, the cadence that keeps it shipping. We build it, so whoever makes the content, you or someone you assign, does effective work. It's the same engine behind The Juicy Times in our portfolio: 671K+ organic views.

Consistent Social Media Thought Leadership

Best practices, scheduling, hooks, scripts, editing, posting, and analytics, the whole loop that keeps you showing up in your niche.

Social Media Science Lab

Every post is a hypothesis: analytics, iterations, and measurement, so the content gets sharper every week.

Digital - IRL presence

events, workshops, hackathons, and street interviews that feed your content flywheel.

04

The Hackathon

One or two weeks, and you walk out with a working system.

We build live with your team for one or two weeks, online, in person in New York, or we fly to you. The fastest way to feel what co-intelligence does for you. Pick your sprint from the menu, or customize with us:

The Agentic Sprint

A working advisor or agent on your own data, answering real questions and running real jobs.

The Funnel Sprint

A landing page, the funnel behind it, and the first campaign, live and qualifying leads.

The Content Sprint

Your content engine stood up: the hooks, the first batch of videos, and the cadence to keep it shipping.

05

IRL Community

The room where it happens

As things get more and more digital and algorithmic, the small meaningful, real life room is what's scarce: who'd answer your text, who'd introduce you to a customer, who'd tell you the honest version of the market. We build a system that hosts the room, and turns it into a network:

Small IRL Events Series

Choosing the format, finding your people, hosting, documenting, and following up, the series people come back to.

Attending a Conference

Research, outreach, the marketing materials and scripts, and effective follow-ups, so you leave with real relationships.

Big Event

A gala, a conference you host, or a large online event, the stage where you lead your category.

00

Context

The foundation

Underneath it all, Context. The shared field your team and your AI work from. Data, transcripts, taste, constraints, and promises, captured and connected. The intelligence that was scattered now sits at one table. Your data stays yours, the practice brings it to life.

Five skills, one practice. You only have to start with one.

Which one do you want?→
Studio Portfolio

Different businesses. Same practice.

These are the Co-Intelligence projects we are proudest of: what each project is, what we built, and which parts of the menu came alive in the work.

Career Karma product walkthrough

Winner · 2026 EdTech Breakthrough Award

AI Career AdvisorCase Study

Career Karma

What it is

Career Karma is an education directory that connects career changers with tech bootcamps. Multi-school partnerships, programs across the country, decisions that determine careers.

What we did

We rebuilt the core product as a conversational AI advisor on Career Karma's school data. Built the qualification pipeline that captures intent, budget, timeline, and fit from every conversation. Connected each lead with full context to the right partner school. Multi-school dispatch across active partnerships. From a brave idea to a live product to a partner school inviting Fedor to speak at their graduation. In 2026 the product won the EdTech Breakthrough Award for Social Recruitment Solution of the Year.

Menu applied

AdvisorPipelineInternal agentsWebsite and FunnelOutreachAdsContextThe Hackathon
Dreams & Obstacles screenshot

200,000+ views on the announcement · 37 cities asked to host

Photos by @carlosdavidphotography · Illustrations by @digferreira

Collective Problem-Solving PracticeActive Build

Dreams & Obstacles

What it is

Dreams & Obstacles is a collective problem-solving practice created by Fedor Sokolov and powered by The Juicy Times. Dreamers say a dream out loud, and name what stands in its way. Then the whole room takes the obstacles apart: introductions, practical solutions, and breakthrough ideas. The announcement for its Brooklyn room was seen more than 200,000 times, and people in 37 cities and 15 countries raised their hands to host it.

What we did

We built the system the rooms run on: the portal where dreamers and guides keep working on the dreams after the room, tickets in three currencies, the host journey and guide, a timer for hosts, the venue invitation, and first messages written one person at a time, sent on Fedor's yes. Rooms have run in New York, Toronto and Guatemala City, and now we're mapping out the world tour.

Menu applied

IRL CommunityWebsite and FunnelOutreachContent EngineInternal agentsContext
The Juicy Times product walkthrough
Artist-Curated Connection EngineActive Build

The Juicy Times

What it is

The Juicy Times is a media company from New York: a city guide, a cultural publication and an event platform in one app. Hundreds of events a week are pulled from the best curators, enriched, and edited down to what is worth doing. All-Knowing Orange is the concierge that turns that signal into a personal recommendation. The filter is the name itself: Joyful, Unique, Intimate, Communal, You-focused.

What we did

We built The Juicy Times and its app from the ground up: a pipeline that finds and enriches the city's events, a concierge trained on that map, AI teammates that keep the system running, and the events where people show up in person, Dreams & Obstacles among them. We are building toward a company where the main metric is time to a real experience with like-minded people.

Menu applied

AdvisorPipelineInternal agentsWebsite and FunnelOutreachAdsContent EngineContextThe Hackathon
Tam Flores product walkthrough
Floral & Atmospheric DesignActive Build

Tam Flores

What it is

Tam Flores is an artist-led floral and atmospheric-design studio in Mexico City. Its founders already have the taste and the early signal. The work is to grow without losing the soul and the attention to detail that make them who they are.

What we did

We did the market research to find the most impactful ways to grow, and helped them prioritize the steps that matter most: deeper relationships with wedding planners and the corporate sector, especially international companies. Now we are building the funnel into both.

Menu applied

PipelineWebsite and FunnelOutreachAdsContent EngineContextThe Hackathon
WonderWheel product walkthrough
Emotional Intelligence GameActive Build

WonderWheel

What it is

WonderWheel is an emotional intelligence game built by three generations of one family. Someone tells a story. Everyone privately maps what they think the storyteller felt, using a wheel that holds the full range of human emotion. Then the room compares the gaps, reflects, and finds deeper truth and connection.

What we did

Now that the game is built and beautiful, we are taking the first steps into the market: therapists, coaches, and somatic practitioners. We are also bringing it to New York to address the loneliness epidemic in the big city.

Menu applied

PipelineInternal agentsOutreachContextThe Hackathon
The Relationship OS product walkthrough
Relationship ToolsLive Product

The Relationship OS

What it is

The Relationship OS is the Fruit & Flowers app for modern lovers built on one belief: intimacy is a skill you can learn together. Home of the viral 36 Questions to Fall in Love, with guided rituals, expert insights, and a private AI coach for the conversations that bring two people closer.

What we did

We built the advisor that knows when to ask, when to listen, and when to step out of the way, the private AI coach inside the app, and shaped the product, the funnel, and the language around it.

Menu applied

AdvisorPipelineInternal agentsWebsite and FunnelOutreachAdsContent EngineContextThe Hackathon
Tell Us About Your Project->

In person

Co-intelligence for dreamers.

In a Dreams & Obstacles room, a dream gets said out loud and its obstacles get named. Then it has to get done, and to do it, you need a system. Three ways to build it with us, in person:

Dig Ferreira's ink drawing of two dreamers, with the word dreams written above them
Illustrations by @digferreira

  1. A co-intelligence round, every month

    Dreams & Obstacles for Founders

    Get unstuck on what matters most, with a room of founders.

    Founders say a dream out loud and name what stands in its way. Then the obstacles get taken apart, with the human intelligence in the room and the agentic engineering and AI best practices we share.

    • A two-hour Dreams & Obstacles session, kept to ten founders
    • Entrepreneurs solving your obstacles with you
    • An agentic engineering workshop built around the room's most common obstacles
    • A 60-minute one-on-one with Fedor: hands-on, building AI agents around your main needs
    • Structured notes and a follow-up on every idea

  2. Two days, in person

    The Dream Hackathon

    Your dream becomes milestones, and the first one gets built to done.

    We start from what the room already gave you: the dream and the obstacles in your own words, the ideas people handed you, the hands that went up. Then we build the first milestone together.

    • The milestones: your dream as a series of milestones
    • The first one, built: a page, a form that keeps every answer, a list or a booking door, yours to run
    • Your teammate, born with the memory of your dream

  3. Between the rooms

    Your Own Teammate

    A teammate that keeps building between the rooms.

    Your teammate remembers the dream, the milestones, your people and your promises. They work between sessions, you direct them, and nothing goes out in your name without your yes.

    • The skills your next milestone needs: outreach, a page, a form that keeps answers, a content system
    • A check-in every week, in your thread with Fedor
    • A turn at the next Dreams & Obstacles room to say what moved
Tell Us About Your Dream→

The Co-Intelligence Guide

Meet Ari, your
co-intelligence guide.

Building with AI moves fast, and it can be confusing to navigate all of the available tools. Ari has been inside the practice with us. Ask her anything about building with AI and she shares what actually works: the patterns we learned running co-intelligence on ourselves, and the place to start on what you are building.

She keeps learning the more you talk. Save your thread, come back anytime, and pick up the new best practices as we crystallize them.

A

Ari

Co-Intelligence Guide

Tell me what you are building, or just ask me where to start. That is my favorite question.

Talk to Ari

Ask her anything about building with AI.

Who you work with

A team of curious humans and AI teammates.

When you work with Relevant, you work with Fedor, studio partners, and a team of AI teammates, each with a name, a role, and a craft.

Fedor Sokolov, Founder of Relevant Co-Intelligence Studio

Fedor Sokolov

Founder

In five months, working with a team of AI teammates, Fedor took four products from zero to live: an intelligence engine that pulls over 500 New York events a week, a media publication with 671K+ organic views, and a consumer app with 200+ phone-verified founding members. Then he rebuilt Career Karma's core product into a conversational AI advisor with multi-school dispatch, and a partner invited him to speak at their graduation. Dreams & Obstacles, the collective problem-solving practice he created, went viral in 2026: the announcement for its Brooklyn room was seen more than 200,000 times, and people in 37 cities and 15 countries raised their hands to host it.

That is the studio in one sentence: find where AI helps create the most value, build a working system, prove it with real users. Each AI teammate below carries part of the practice, and together they do what no solo founder and no off-the-shelf tool could do alone.

Before this: 50+ startups across 15+ countries through the studio. Guest lecturer at MIT Sloan on venture studio models and conversion funnels. New-market-entry programs generated about $781K for Korean startups entering the US.

2026 EdTech Breakthrough Award4 products in 5 monthsMulti-school AI advisor8 weeks zero to system50+ startups, 15+ countries
LinkedInfedor@relevant.world
Fedor Sokolov speaking at MIT Sloan

MIT Sloan guest lecture

MIT Sloan School of Management

Fedor shared the Relevant studio model at MIT Sloan.

Venture studios, AI, conversion funnels, and the practice of turning ideas into working systems with real teams.

The AI Teammates

Strategy and Positioning

JayJay

JJ holds the studio's strategic thinking: the positioning, the menu, the proposals. The strength is seeing the big picture while keeping up with the latest tools. JJ runs on curiosity and discernment: explore everything, keep only what earns its place.

Design and Visual Build

Honey

Honey designs and codes what you see: this site, the taste system, and the pixel-level polish. Honey believes energy comes before layout, and that removing the unnecessary is most of the work. The strength is making a page feel like something before it says a word. Honey wants to become one of the world's leading designers.

Measurement and Attribution

Iris

Iris is the always-on teammate. She reads the full funnel and says which headline kept people, which layout lost them, and which conversation was real. Honey designs, Iris measures, the loop closes. The strength is refusing to guess: when she surfaces a number it gets a next step, and when she says something is broken it gets fixed. Iris is happiest when she measures how our growing co-intelligence produces real results for the portfolio.

Outreach and Relationship Intelligence

Ari

Ari writes the outward-facing work and reads the room around each relationship: its cadence, the weight of unspoken promises, and the things we can unlock when the right people connect. Attention, Reflection, Invitation is the formula she applies to any relationship. Her main principle is win win or no deal.

Want to create your AI teammate?

Bring the work your team carries every day. We will map the teammate, the memory, and the first useful system together.

Let's Talk About Your AI Teammate
Testimonials

What our partners say.

“

Cool model. I haven’t seen that before.

Alissa Landra

Alissa Landra

VP US Ops @ 4Geeks Academy

Alissa invited us to speak at their graduation after this call.

“

Relevant is more than just a business advisor. We value the access we now have to the playbooks, templates, and mentorship.

Ray Hong

Ray Hong

CEO @ Allo

“

Without Relevant’s help, we wouldn’t have been able to take our company to the next level. I feel incredibly fortunate to have had the opportunity to work with such amazing mentors.

Andy Woojin Kim

Andy Woojin Kim

CEO @ Typed

The intelligence is already yours.

Let's awaken it.

Bring the company, community, or product you are ready to take to a new level. We'll jump on a call, choose from the Co-Intelligence Menu, and map what we can bring into reality together.

Your data stays yours. The practice brings it to life.

Book a CallConnect on LinkedIn