Arseny Shatokhin's Agencii.ai Review: Agency Swarm Framework? Plus Alternatives
Updated On

Agencii.ai is a great platform for creating and deploying custom AI agents. It is useful for developers and AI agencies. The platform includes training on how to best use it and courses for beginners. However, the platform works on limited credits. Less tech-savvy users may also find it hard to grasp the concept of creating and organizing AI agents.

Arseny Shatokhin’s Agencii.ai is a platform that hosts AI “agencies.” You use it to create and run AI agent teams using Arseny’s Agency Swarm Framework. It provides the development tools and hosts your “agencies.” Agencii.ai also offers courses and training to new users.
Agencii.ai reviews are mixed. All the positive feedback I found is from Agencii.ai’s own pages. The only 3rd-party review feedback I found is from a Reddit user. They complained that while Agencii.ai can handle OpenAPI specifications; it was full of bugs. While Agencii.ai claims to have over 3,800 users, the lack of external reviews is concerning.
In my opinion, creating AI agents as taught by Agencii.ai is like a Magic 8-Ball. Ask the same question twice and get different answers. You’ll be spending a lot of time tweaking and debugging agents to ensure quality output. Then there’s the customer expecting a guaranteed forecast and you’re like The Old Farmer’s Almanac. If the output of your AI agents does not match their expectation, you take all the criticism.
This article reviews Agencii.ai and its Agency Swarm Framework. I laid out simple steps on how the framework works. I then list down what you get with Agencii.ai, such as the 2,000 monthly credits, courses, and Skool community. Included is a case study of how CareUp lowered their workflow by 90% using Agencii.ai. You will also discover who Arseny Shatokhin is and how he traded his $80K AI agency for scalable AI agent products with VRSEN. I end the article by comparing the AI agency model with alternatives like local lead generation.
What Are the Pros and Cons of Agencii.ai?
✅ Pros | ❌ Cons |
Agencii.ai offers courses and support through the Skool community. | Agencii.ai uses limited credits which only refresh every month. |
It offers weekly onboarding and Q&A calls. | Its extra credit refills could quickly become expensive. |
It easily integrates with Slack, WhatsApp, Zapier, n8n, and API. | Agencii.ai is highly technical and may be confusing for beginners. |
Price: Agencii.ai costs $20 a month. It costs $30 for 3K credits and $100 for 10K credits.
Refund Policy: Agencii.ai does not offer any refunds.
Origin: Arseny Shatokhin founded Agencii.ai in 2022.
What Is Agencii.ai’s Agency Swarm Framework?
The Agency Swarm Framework is what powers Agencii.ai. It is built on top of the latest OpenAI Agents SDK and Responses API. It lets you create an “agency” that includes multiple specialized AI agents. For example: a CEO agent, a developer agent, and a researcher agent. You determine exactly how they are allowed to collaborate with each other.
How the Agency Swarm Framework works:
- Pick the “jobs” you need done. Decide what tasks you want automated, like “write an email” or “pull data from an API.”
- Create “tools” for those jobs. Tools use strict input rules so the AI can’t call them incorrectly.
- Create an AI agent for each specific role. For example: a manager, a researcher, and a builder.
- Put them into a “team.” This “agency” holds all your agents and lets them work together as a coordinated system.
- Set communication rules for each agent. Define the communication paths to avoid agents overriding each other.
- The “manager” agent breaks requests into smaller steps. It then sends each steps to the best specialist agent.
- Each specialist agent uses specific tools. For example, a “builder” agent generates code while a “researcher” agent uses a browser to gather info.
- The “manager” agent combines the results into one answer. IT checks for discrepancies and organizes the response.
- The “agency” stores the conversation. This lets agents continue tasks without starting over.
What Do You Get With Agencii.ai?
- 2,000 monthly credits and unlimited agencies.
- AI Agent Developer courses and playbooks.
- Access to the Skool community for support.
- Weekly onboarding and Q&A calls.
- Project collaboration space in the Skool community.
How Did CareUp Reduce Their Workflow by 90% With Agencii.ai?

CareUp reduced their marketing workflow by up to 90% by using Agencii.ai to run a multi agent system. It automated the repetitive parts of Facebook advertising. This included copywriting, image creation, campaign setup, monitoring, and optimization. Agencii.ai then deployed specialized agents and connected the workflow to the tools CareUp already used. The result was reduction in manual workload and lowered operating costs($1.02 per workflow). This also led to faster turnaround and higher ROI from being able to scale campaigns with less effort.
Who Is Arseny Shatokhin?

Arseny Shatokhin is a software builder and founder of VRSEN and Agencii.ai. He specializes in building production-grade AI agents and multi-agent automation. Arseny says he’s been building AI solutions since “the GPT-2 era.” Before moving into “agent systems,” Arseny ran an AI agency. He shut it down even if it was making $80K a month in revenue because he preferred higher scalability. The decision led him to create Agencii.ai under his brand, VRSEN.
What Are Some Agencii.ai Alternatives?
- Tina Huang’s AI Agent Bootcamp - A 28-day course that teaches you how to build AI multi-agent systems. It includes both coded and no-code tools, a private community, and optional 1-on-1 coaching.
- Liam Ottley’s AAA Accelerator - A 6-month AI-powered product mentorship. It teaches you how to build and sell AI-powered products like chatbots and data analysis platforms. It offers coaching, tutorials, and branding training.
- Jordan Lee’s AI Acquisition - A platform that teaches you how to start an AI arbitrage agency. You pitch AI-based services like lead gen, customer support, content, and operations. It includes ready-made tools and systems.
Final Verdict: Is Agencii.ai an Effective Way to Build an AI Agency?
Agencii.ai is an effective way to build an AI agency as it provides the tools, training, and hosting. It gives you a visual layer over the OpenAI Agents SDK so you can assemble your team of specialized AI agents. It then lets you integrate them easily into tools like Slack, Zapier, and APIs.
However, beginners without a good technical foundation may find it costly in both time and money. Agencii.ai credits are limited, and it will involve a lot of testing, modifying, and debugging. At $20 a month plus paid credit packs, Agencii.ai is worth it for developer-type founders. Beginners may want to check out other less technical agency models, like SMMA or local lead generation.
Are AI Agencies More Scalable Than Local Lead Generation?
In my opinion, AI agencies are less scalable than local lead generation because of the limited computing power and expensive tools. Comparing an AI agency to local lead generation is like producing MythBusters versus driving Interstate 40. MythBusters burns money on gear, props, and endless experiments. Similarly, an AI agency involves high spending on expensive tools and client acquisition. Then there’s the custom-builds workflows that need frequent tuning.
In the meantime, cars keep flowing freely on Interstate 40. It only requires periodic repairs and does not need to be promoted. Local lead generation works the same way once a site ranks for a city and service. Calls keep arriving with low overhead and little daily effort.
Why Is Local Lead Generation the Steadiest Path to Passive Income?
Local lead generation is the steadiest path to passive income because each ranked site consistently produces leads. You are not stitching together multi-agent frameworks or maintaining complex AI backends. Instead, you rank simple site for keywords like “roof repair Austin” or “tree removal Denver.” Then you partner with local businesses that want those customers. Your role then shrinks to light maintenance while the checks keep coming.

A client of mine is Palmdale Superior Roofing, 2317 East Palmdale Boulevard, Palmdale, California 93550, (661) 990-9939, https://www.palmdalesuperiorroofing.com/. I had 7 commercial leads that closed for $64,500 in 1 month. As I had a 5% commission deal with them, I earned $3,225.
Local lead generation is my recommendation for dependable income. Rather than chasing the latest AI tooling, local lead generation sites turn web traffic into low-stress income.

Follow Me
Ippei Kanehara
Founder/CEO
$52K per month providing lead generation services to small businesses
Ippei.com is for digital hustlers, industry leaders and online business owners.
His #1 online business recommendation in 2024, is to build your own lead generation business.
