AI Solutions
AI agents and workflow automation with n8n and MCP
Sound familiar?
Five tools, zero connection
Leads land in a form, get copied into the CRM, chased by email and tracked in a spreadsheet. Every handoff is a person pasting data, and every paste is a chance for something to fall through.
Automations that nobody trusts
An earlier bot sent the wrong email to a client or overwrote a record. Now the team double-checks everything it does, which means the automation saves nothing and costs attention.
Agents with the keys to everything
Plenty of agent demos run with admin credentials and no audit trail. One bad prompt or one injected instruction and the agent can delete, export or email anything it can reach.
What you get
- Process audit and automation map
- n8n workflows with error handling
- Agents with scoped MCP tools
- Human approval gates
- CRM, Notion and email connectors
- Action logs and audit trail
- Monitoring and failure alerts
- Team training and runbooks
Stack and tools
- n8n
- Model Context Protocol
- Claude API
- OpenAI API
- HubSpot
- Notion
- Slack
- Gmail and Outlook
- PostgreSQL
- Docker
- Webhooks
How we do it
- 1
Map the chain
We document each step, system and decision in the workflow, mark which steps are deterministic and which need judgment, and decide where a human must approve before an action.
- 2
Build the tools
Each system the agent touches gets an MCP tool with the narrowest permissions possible, read-only where it can be, and validation on every input before anything is written.
- 3
Wire and test
n8n orchestrates triggers, retries and branches while the agent handles the judgment steps. We replay real historical cases through the flow and review every action it proposes.
- 4
Run with oversight
The workflow goes live with approval gates, logs and alerts. After two weeks of supervised runs, you decide which gates to relax, and we hand over runbooks for maintenance.
Starting at
from $4,000
Typical timeline 3 weeks. One end-to-end workflow with up to four connected systems.
Related work
AI Agents & Automation: questions people ask
Further reading
Let's scope your ai agents & automation project.
Tell us what you are building or what is slowing you down. We reply within one business day.