AyenAutomatesWorkflow example
AI email agent and chatbot
Classify inbound email and chat requests, prepare structured responses, and route exceptions to the right person.
01 / The problem
Where the work gets stuck
Inbound messages can require repeated classification, reference lookup, response preparation, record updates, and escalation.
02 / The approach
One connected workflow
The workflow classifies each message, uses the relevant reference material, prepares a response or internal draft, and routes selected cases to a person.
Start with the information and channels the workflow is allowed to use.
Make validation, routing, and exception handling explicit.
Keep people responsible for decisions that need context or approval.
03 / Workflow
A practical view of how information moves from the first input to the final handoff.
- 01
Receive an inbound message through the selected channel.
- 02
Classify the request using the defined categories.
- 03
Retrieve the relevant reference material for the request.
- 04
Prepare a structured response or internal draft.
- 05
Route selected cases for human review and record handling.
04 / Project details
What the communication agent covers
The agent is designed for incoming customer email and chat requests. It can answer within a defined scope or prepare a structured draft when a person should review the response before it is sent.
Message understanding and routing
- Analyse and categorise incoming messages by request type.
- Preserve the context needed to handle follow-up messages in the same conversation.
- Route sensitive, uncertain, or out-of-scope cases to a person.
- Keep validation and escalation inside the workflow instead of treating every request the same way.
Knowledge and response preparation
- Retrieve information from internal product documentation, logistics guidance, operating processes, and FAQs.
- Use retrieval-augmented generation and conversation memory for context-aware response preparation.
- Apply the company tone and communication guidelines to drafted responses.
- Separate the reference material used for an answer from the final response step.
Records and handoff
- Log the conversation in the selected CRM or database.
- Support Airtable or NocoDB-style record stores where they fit the operating process.
- Keep a human-in-the-loop path for validation, correction, or escalation.
A system of this kind can connect n8n, language models, APIs, CRM records, and Airtable to move information through the workflow.
A useful starting point
Is a similar handoff slowing your team down?
Bring the current process, the systems involved, and the exceptions your team handles manually. We will identify a useful first scope together.
Book a discovery call