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Agentic workflows

Multi-step automations that do the coordination work your team does today: triage incoming mail, draft replies, update records, and escalate the cases a person must see. Each step is logged, so you can always see what the system did and why.

System diagram
Inboxmail, chatClassifyagentDraft replyagentEscalateto a personLogapproves

1,900+

comments triaged, answered or escalated for one client

The problem

Your team spends hours moving information between inboxes, spreadsheets and CRMs — and deciding, item by item, what needs a person and what doesn't.

How it works

Four stages, end to end

n8nLangGraphCrewAIMCPWhatsApp Cloud API
  1. 01

    Trigger

    A new email, form, comment, CRM record or a schedule starts a run.

  2. 02

    Understand

    Agents classify the item, detect language and intent, and pull context from your systems.

  3. 03

    Act

    They draft replies, update records, open tickets or post responses — only within the permissions you set.

  4. 04

    Escalate and log

    Anything risky waits for a person. Every run is logged with model, prompt version and outcome.

Where it is used

  • 01Ticket-based customer support that resolves routine queries and escalates the rest
  • 02Social comment replies, with medical or legal questions held for a person
  • 03Correspondence and compliance mail triage for law firms
  • 04WhatsApp lead enquiries answered and followed up automatically

What you get

  • Workflows on self-hosted n8n or LangGraph, in your account
  • A review dashboard for your team
  • Run logs, error alerts and usage reporting
  • Runbook for adding and changing workflows

Also included

  • Orchestrated on self-hosted n8n or LangGraph — no lock-in to our platform
  • Human approval at the steps that carry risk
  • Every run logged with model, prompt version and outcome
  • Connects to Zoho, Google Workspace, MySQL, WhatsApp Cloud API, Meta and YouTube

Bring us thetwo-day process.

In one call we'll tell you whether AI can do it reliably, how we would test that, and what a first version would take. No slideware.