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03 / Services

AI Automation

Copying data from one place to another is not a job.

AI workflow automation connects the tools a business already runs and removes the copy-paste work between them. Deterministic steps like triggers, API calls and retries run in n8n, while AI handles only the judgment steps such as classification and extraction. SpaceAI360 builds these workflows at a fixed price.

Most businesses lose entire days each week to work a machine should do: moving data between tools, formatting reports, chasing follow-ups. We build automation pipelines on n8n with Claude handling the judgment steps classification, extraction, drafting so the pipeline handles real-world messiness instead of breaking on it.

In practice

What ai automation actually does

Every workflow reduces to four stages: trigger, transform, judgment, action. Keeping those stages separate is the single most important architectural decision, because deterministic work belongs in code and judgment belongs in a model. Three of the most common builds:

01

Intake that files itself

A form, email or upload arrives. Attachments are parsed, images are put through OCR, the model extracts structured fields, code validates them against your database, and clean records post to your ERP or CRM while anything doubtful waits in a review queue.

02

Reporting that writes itself

Instead of exporting a CSV every Monday, a scheduled workflow pulls from Stripe, your CRM and your database, reconciles the numbers, and posts a written summary to Slack explaining what moved and what needs a decision.

03

Handoffs that stop falling through

When a deal closes, onboarding tasks are created, the welcome sequence starts, the finance sheet updates and the account manager gets a briefing. The steps that used to depend on someone remembering now run on rails.

Deliverables

What you get

  • Automation audit: we map where the hours actually go
  • n8n workflows connected to your existing tools
  • Claude-powered steps for classification, extraction, and drafting
  • Error handling, retries, and alerting not just the happy path
  • Documentation your team can maintain

Outcomes

What changes

  • Processes that ran on someone’s memory now run on rails
  • Same-minute turnaround on intake, routing, and reporting
  • Workflows you own and can extend hosted in your accounts

Process

How we build it

Four stages, fixed scope, and working software in week one rather than a discovery phase that produces slides.

  1. Week 0

    Automation audit

    For one week your team tags any task performed more than three times a day. We score each by frequency times time cost against how much judgment it truly needs. High frequency and low judgment is your automation backlog, already prioritized.

  2. Week 1

    Design and schema

    We map the process as it actually runs, define input and output schemas for every step, and decide where humans stay in the loop before any building starts.

  3. Weeks 1 to 3

    Build in your accounts

    Workflows are built in your own n8n instance so your team can read them after handover. Claude handles the judgment steps as tightly scoped calls with schema-validated output.

  4. Weeks 3 to 4

    Error handling and parallel run

    Idempotency, retries, dead-letter queues and alerting, then a parallel run against the manual process until the workflow matches or beats it for five consecutive business days.

Integrations

What it integrates with

If a system has an API we can connect to it. These are the tools we wire into most often, and the list is not exhaustive.

  • n8n
  • Google Sheets
  • Airtable
  • HubSpot
  • Salesforce
  • Pipedrive
  • Gmail
  • Outlook
  • Slack
  • Stripe
  • Shopify
  • Notion
  • Postgres
  • Zendesk
  • Calendly

Investment

What it costs

Automation builds start at $997 setup plus $297 a month for a single workflow with monitoring. Multi-workflow systems sit at $2,497 setup plus $797 a month. Everything runs in your own n8n instance and your own API accounts, so you keep the systems and the infrastructure relationship if you ever leave.

See full pricing for every tier or estimate your return first.

How long it takes

WhenFocusWhat you get
Week 0Automation auditPrioritized backlog and fixed price
Week 1Design, schemas and first buildWorkflow running on test data
Weeks 2 to 3Integrations and error handlingProduction-grade pipeline
Week 4Parallel run and handoverDocumented workflows you own

FAQ

Frequently asked questions

The questions buyers ask about ai automation before booking a call.

n8n is a workflow automation platform with 400 plus integrations that can be self-hosted. We use it because your team can read the workflow visually after handover, and because self-hosting keeps your data inside your own infrastructure.

In most 10 to 50 person companies the audit finds 30 to 60 recoverable hours a week across intake, admin and reporting. We assume automation covers 60 percent of identified manual work, which is deliberately conservative.

Every external call has exponential-backoff retries, every run is idempotent so a retry cannot duplicate an order, and anything that still fails lands in a dead-letter queue with an alert to a named person rather than vanishing.

We automate the stable core and leave the volatile parts manual. Automating a process that changes monthly produces brittle systems nobody dares touch, and we will tell you on the call if that is the situation.

No. Automation sits between the tools you already run rather than replacing them. If a system has an API we connect to it, and if it does not we build structured intake around it.

APIs change, edge cases appear and prompts need tuning as the business evolves. Budget roughly 10 to 15 percent of build cost a year, which is what the monthly retainer covers along with monitoring and improvements.

Typical stack

n8nAPIWebhooks / RESTGoogle WorkspaceSlack

Ready to put your business on autopilot?

One call. We map the hours you're losing and quote the system that gets them back scoped and priced before you commit to anything.

or email us