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Services · n8n Automation

n8n Automation Development

We build n8n workflows that run in production without breaking. Webhook triggers, multi-step pipelines, error handling, monitoring. Engineered for reliability, not just demos.

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n8n workflow architecture
1

Trigger

Webhook, schedule, or event fires the workflow

2

Transform

Validate, normalize, and enrich the incoming payload

3

Route

Branch logic: qualify, score, or classify before acting

4

Act

CRM update, notification, database write, or API call

+ retry logic · dead-letter queue · slack alerts on failure

What we build

Production-grade n8n, not just demos.

Webhook-Triggered Pipelines

Workflows that fire on form submissions, API events, or schedule. Any trigger, any frequency, no manual steps.

Multi-Step Workflow Logic

Branching, merging, looping, and conditional routing. Complex business logic mapped to n8n nodes without hacks.

Error Handling & Retry Logic

Exponential backoff, dead-letter queues, and automatic retries. Workflows recover from transient failures without paging you.

Monitoring & Alerting

Real-time workflow health dashboards. Slack or email alerts when a node fails, a threshold is breached, or data looks wrong.

HTTP & API Integrations

Custom HTTP Request nodes for APIs with no built-in connector. REST, GraphQL, webhooks. If it has an API, we can wire it in.

Database Operations

Postgres, MySQL, MongoDB, Supabase, Redis. n8n nodes reading and writing to your data stores as part of the workflow.

Stack

n8nPythonNode.jsWebhooksPostgreSQLRedisDockerGoHighLevelAirtableSlack APITwilioREST APIs

How the code looks.

lead_workflow.py
# Webhook → enrich → CRM → notify
import httpx, json

@n8n_webhook(path="/leads/inbound", method="POST")
async def process_inbound_lead(payload: dict) -> dict:
    email = payload.get("email", "").lower()

    # Step 1: Enrich with Clearbit (optional, skips on 404)
    try:
        enriched = await clearbit.enrich_person(email=email)
        company   = enriched.get("company", {}).get("name", "")
        role      = enriched.get("employment", {}).get("role", "")
    except httpx.HTTPStatusError:
        company, role = "", ""

    # Step 2: Score the lead
    score = score_lead(
        company_size=enriched.get("company", {}).get("metrics", {}).get("employees", 0),
        role=role,
        source=payload.get("utm_source", ""),
    )

    # Step 3: Upsert CRM record
    contact = await ghl_client.upsert_contact(
        email=email,
        name=payload.get("name", ""),
        custom_fields={"lead_score": score, "company": company, "role": role},
        tags=["inbound", payload.get("utm_source", "organic")],
    )

    # Step 4: Route by score
    if score >= 70:
        await monday.create_item(board=SALES_BOARD, name=email, status="Hot")
        await slack.post(channel="#sales-alerts", text=f"Hot lead: {email} (score: {score})")
    elif score >= 40:
        await ghl_client.start_workflow(contact.id, workflow="nurture-sequence")

    return {"contact_id": contact.id, "score": score, "status": "processed"}

@n8n_webhook(path='/leads/inbound')

Registers a webhook endpoint directly inside n8n. The workflow fires on POST, not on a polling schedule, so there's no latency between the event and the action.

clearbit.enrich_person(email=email)

Enrichment is wrapped in try/except. If Clearbit returns a 404, the workflow continues with empty fields instead of failing the entire run.

if score >= 70:

Routing logic lives in code, not in a node label. It's readable, testable, and version-controlled. If the threshold changes, it's a one-line diff.

Already running n8n?

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