Your Business Is Unique. Your AI Agents Should Be Too.
We build, train and deploy custom AI agents around your business operations. On your infrastructure, with guardrails you control. Not generic use cases.
Most AI Agents Are Just Chatbots With a Better Name
The market is flooded with demos. Agents that look impressive in a 2-minute video but collapse under real-world conditions. They lack memory, cannot handle edge cases, and have no guardrails. They answer questions. They do not act.
A real AI agent operates autonomously within defined bounds. It makes sequential decisions, calls tools, retrieves context, and escalates to humans when it should, not when it breaks. That is the difference between a demo and a production system. That is what we build.
AI Agents We Build
Every agent is architected across five layers, not just an LLM with a system prompt.
Slack & Telegram Agents
Assistant AI agents that live in your team's communication channels, answering questions, pulling data, triggering workflows, and escalating issues from chat.
AI Voice Agents
Production-grade voice agents for sales qualification, property management, and customer service. Handle inbound and outbound calls autonomously with 74%+ pick-up rates.
Content Writing Agents
AI agents that research, write, edit, and optimize content, blog posts, landing pages, email sequences, autonomously or collaboratively with your team.
Workspace AI Agents
Agents integrated across email, calendar, docs, tasks, and CRM, managing your operational surface area without switching between tools.
Autonomous AI Agents
Fully autonomous agents that orchestrate across 10+ systems, replacing 50%+ of an operational function: onboarding, campaign management, competitive analysis.
Website Building Agents
Agents that build, maintain, and optimize websites autonomously. Create new pages, update content, A/B test layouts, from chat prompts to production.
The Five-Layer Agent Architecture
Anyone can wire an LLM to a tool. We ship agents with architecture that survives production.
Trigger
What starts the agent. Slack message, phone call, webhook, schedule, email, or event.
Reasoning
The model and its decision logic. Which AI, which rules, which path based on context.
Tools & Actions
What the agent can actually do: call APIs, query databases, send messages, update CRMs.
Memory & RAG
Context retrieval, knowledge bases, and persistent state across sessions and conversations.
Guardrails
Autonomy bounds you control. Escalation rules, audit trails, and what the agent cannot do unattended.
Ship Your First AI Agent in Weeks, Not Months
Start with an AI readiness audit. We will map your operations, identify the highest-ROI agent opportunities, and give you a build plan, same call, no commitment.
AI Automation Success Stories
Explore how we've architected custom AI automations and Agentic systems that deliver immediate ROI and scalable growth for our clients.
PLG Revenue Engine
Connecting Product Data to Revenue With AI Automation
Focus Physiotherapy
OpenClaw turned intake friction into a guided booking flow
n8n Blog Production
Five-agent content engine for automated blog publishing
AI Voice Agents for B2B SaaS
Scaling Outbound Sales Process powered by n8n, Twilio, and Vapi
CRM Agent for Digital Agency
Discover How n8n Workflows Empower BDRs to Focus Just on Closing Deals
The Collecting Group
AI Voice Agent & Automation Strategy
Why n8n Lab for AI Agents
Guardrails You Control
Every agent ships with defined autonomy bounds, escalation rules, and audit trails. You decide what it is allowed to do unattended. Full transparency on every action.
Self-Hosted Infrastructure
Your agents run on your infrastructure: on-prem, private cloud, or VPC. No third-party cloud processes your data. SOC 2, HIPAA, GDPR, compliance is built in, not bolted on.
Production-Grade, Not Demo-Grade
Error handling, retry logic, monitoring, and logging are built into every agent from day one. We do not ship demos. We ship systems that survive real-world conditions.
Stack-Agnostic
We build on n8n, OpenClaw, Hermes, Claude Code, RetellAI, Vapi, and more. We match the tool to the problem, honestly. No vendor lock-in, no forced stack.
How We Work
Four phases. Predictable outcomes. No surprises.
Discovery
We map your operations, identify the highest-ROI agent use cases, and define success criteria. Together.
Architecture
We design the agent architecture across all five layers: trigger, reasoning, tools, memory, and guardrails.
Build & Deploy
Your first agent goes from design to production in weeks, not months. On your infrastructure, with audit trails.
Retainer & Scale
Continuous optimization, expansion to new departments, and an escalation path to our engineering team.
The Stack We Build On
The tools, frameworks, and platforms we build agents on.
FAQ
What is the difference between an AI agent and an AI automation?▾
How long does it take to build and deploy an AI agent?▾
Where does the agent run? Do you have access to our data?▾
What guardrails do you put on AI agents?▾
Do you only work with n8n?▾
Ready to Ship an Agent That Actually Works?
Start with an AI readiness audit. We will map your operations, identify the highest-ROI agent opportunities, and give you a build plan, same call, no commitment.