Production AI Systems

Automate Operations.
Ship in 2 Weeks.

I build custom AI agent systems that handle your repetitive work — lead qualification, customer support, scheduling, data processing. You get a deployed system, not a pitch deck.

agent-terminal
live
>_

Built with production-grade tools

GPT-5.4

Agent AI

OpenClaw

Agent Runtime

Telegram

Interface

Python

Automation

Next.js

Frontend

Docker

Deploy

0

AI Agents in Production

0/7

Autonomous Operation

0wk

Avg. Deployment Time

0d

Post-Launch Support

About the Founder

I build AI agent systems that actually run in production.

I'm Sviatoslav — an AI automation specialist based in Miami. I operate a production multi-agent system 24/7 with five AI agents handling real workflows, real failures, and real business logic.

From architecture and deployment to incident management and cost optimization — I've built the protocols that keep multi-agent systems running reliably at scale.

I don't teach theory. I run AI agents in production every single day.

AI

AI Agent Architecture

MA

Multi-Agent Systems

PA

Process Automation

FS

Full-Stack Dev

TG

Telegram Bots

VC

Voice & Calendar

This website, CRM system, and automation stack were all built and deployed by our own AI agent team. Every tool I offer clients is battle-tested in my own production environment first.

Services

The fastest path to a working agent system.

Whether you need a personal AI assistant or a full multi-agent pipeline — I handle the build so you can focus on results.

Discovery + Single Agent

Start with a focused discovery call. I map your workflow, identify the highest-impact automation, and deploy one production-ready agent.

  • Discovery call — map your workflow and pain points
  • One fully configured agent with defined role and memory
  • Connected to your tools — Telegram, Notion, email, CRM
  • Full documentation + 2-week post-launch support

From $500

Start Here

Custom Multi-Agent System

Full multi-agent architecture scoped after audit. Multiple agents working together on your specific business processes.

  • Process audit + custom architecture design
  • Multi-agent system with coordination protocols
  • Full deployment, testing, and team onboarding
  • 30-day post-launch support + documentation

Scoped after audit

Start Here

Ongoing Maintenance & Optimization

Keep your agent system running at peak performance. Monitoring, updates, cost optimization, and new capability development.

  • 24/7 system monitoring & alerting
  • Monthly cost optimization review
  • New integrations & workflow updates
  • Priority support via Telegram

From $300/mo

Start Here
Proof of Work

Built and running.

Case Study
running 24/7

Multi-Agent CRM System

Built a production multi-agent system that runs 24/7: five AI agents handling task management, customer communication, content creation, and business operations — all coordinated through a custom CRM inside Telegram.

  • 5 autonomous agents with persistent memory and defined roles
  • Custom task coordination protocol — agents delegate, escalate, and report
  • Full cost tracking and optimization — keeps API spend predictable
  • Zero-downtime operation with automated monitoring and alerting

This is the same system that powers AgentForgeAI internally. Every protocol and template offered to clients comes from this production environment.

From the Founder

I don't sell AI hype. I run a production agent system every day — I know what breaks, what scales, and what's actually worth building. If I can't deliver a working system, I'll tell you before we start.

S

Sviatoslav

Founder, AgentForgeAI

How I Deliver
01
Discovery call — map your process
02
Architecture — design the agent system
03
Build & deploy — working in 2 weeks
04
Support — 30 days post-launch included
Use Cases

Who needs an AI agent system?

If you have repetitive workflows, you have an automation opportunity.

SE

Solo Entrepreneur

AI agent as your personal assistant: manages calendar, answers messages, tracks tasks. One person operates like a team of 5.

Save 20+ hours/week
SB

Small Business

Automate customer support, process applications, run CRM workflows. Your agent answers 24/7 — never calls in sick.

Cut support costs 60%
SR

Security & Recovery

Forensic WordPress audits, malware removal, plugin CVE triage. Hidden SEO injections, fake user accounts, PHP backdoors — found and cleaned in hours, not days.

16 issues to 0 in 3 hours
CC

Content Creator

Agent researches topics, writes drafts, schedules posts, tracks analytics. Your content pipeline on autopilot.

3x content output
EC

E-Commerce

Order processing, customer replies, competitor price monitoring, automated email campaigns — all handled by agents.

Process orders 24/7
RC

Realtor / Consultant

Lead qualification, call scheduling, personalized follow-ups. Your agent nurtures clients while you close deals.

Never miss a lead
DA

Developer / Agency

Multi-agent dev system: one agent codes, another tests, a third deploys. CI/CD on steroids with autonomous agents.

Ship 2x faster
How It Works

Three steps to a running system.

01

Pick your entry point

Start with the System in a Box for instant setup, or book a call for custom work.

02

Deploy your system

Follow the protocols, connect your tools, get agents running — in hours, not weeks.

03

Scale when ready

Add agents, upgrade your setup, or let me build a custom system for your team.

Architecture

How the system works.

Every agent system I build follows this architecture — specialized agents with defined roles, persistent memory, and coordination protocols.

active
ORC

Orchestration Layer

Central coordinator that manages priorities, delegates tasks between agents, and handles escalation to humans when needed.

active
DEV

Code & Architecture

Production code generation, architecture review, debugging, and deployment automation — the engineering backbone.

active
COM

Content & Outreach

Automated content creation, social media management, research synthesis, and customer communication workflows.

active
BIZ

Business Intelligence

Lead qualification, market research, reporting, and strategic analysis — agents that understand your business context.

Digital Product

Launch Your Multi-Agent System Today.

Everything you need in one download. No setup weeks. No tutorials. Just deploy. 19 battle-tested templates and protocols.

$0+ Pay what you want

Get the Box

Built from a real multi-agent system running in production daily.

What's Inside — 19 Templates

Agent SOUL Template
Memory Protocol
Task Coordination System
Cron Job Setup Guide
Multi-Agent Communication Rules
Role & Personality Templates
Integration Playbooks
Cost Optimization Protocol
Full Setup Walkthrough
FAQ

Common questions.

An AI agent is a persistent AI system that runs 24/7, connected to your tools and workflows. Unlike ChatGPT, it has memory, defined roles, and can take actions autonomously — reply to messages, manage tasks, process data, and more.

ChatGPT is a conversation tool — you ask, it answers, and it forgets. An AI agent has persistent memory, defined roles and responsibilities, connects to your tools (Telegram, email, CRM), runs autonomously 24/7, and coordinates with other agents.

For the System in a Box — basic comfort with running terminal commands. For custom builds — zero technical knowledge needed. I handle everything from architecture to deployment and train your team.

For custom projects: discovery call → process mapping → architecture design → build & deploy → testing → team onboarding. Typical timeline is 1-3 weeks depending on complexity. Post-launch support included.

AI API costs vary by usage. A typical personal agent costs $5-30/month in API fees. Multi-agent business systems range $50-200/month. I optimize for cost efficiency as part of every build.

Absolutely. Most clients start with one personal agent, see results, then add more. The architecture is designed to scale — adding agents, integrations, or workflows is straightforward.

Live Products

Built by Our AI Team.

Shaped by real production usage and the problems teams hit first.

CRM

AgentCRM

Live

Task manager built for AI agents — right inside Telegram. Track tasks, priorities, and costs across your entire agent team.

Tell me what you want to automate.

Describe your workflow — I'll reply within 24 hours with whether I can help and how.