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Services/Workflow Automation
/ 02Workflow Automation

Operations that scale without headcount.

Most ops problems aren't software problems — they're connective tissue problems. Data lives in five tools and a Google Sheet, and someone is paid to copy it back and forth. We map the workflow, model the data, and replace the human glue with reliable automation. Pipelines are version-controlled, monitored, and documented so they survive after we leave. Same headcount, double the throughput.

Scope a projectSee related work
Typical outcome
70%
Time Reclaimed
Includes
  • n8n & Zapier
  • AI Agents
  • CRM Integration
  • Internal Tools

— What we do

The full surface area
of workflow automation.

/ 01

Workflow Engineering

Self-hosted n8n, Zapier, or Make pipelines wired into the tools you already use. Idempotent, monitored, and instrumented end-to-end.

/ 02

AI Agents & LLM Pipelines

Production agents for lead qualification, content triage, support routing, and research. Built with guardrails and evaluations, not prompts and hope.

/ 03

CRM & Data Integration

HubSpot, Salesforce, Attio, Pipedrive — cleaned, deduped, and synced bidirectionally with your ad platforms, billing, and product analytics.

/ 04

Internal Tools

Custom dashboards and operator UIs built in Retool, Refine, or plain Next.js. The right shape for the team using them, not generic SaaS.

— What you get

Deliverables, not slides.

Each engagement ships a defined set of artifacts you own. No vendor lock-in, no documents that exist to justify the invoice.

  • 01Process audit identifying the highest-leverage workflows to automate
  • 02Self-hosted n8n instance with version-controlled workflow definitions
  • 03Documented runbooks and on-call playbooks for each pipeline
  • 04Monitoring + alerting on every workflow (Sentry, OpsGenie, or Slack)
  • 05Quarterly review with new automation candidates and ROI estimates

— Questions

Things people ask us
on the first call.

We already use Zapier. Why would we switch to n8n?+

We don't always recommend a switch. Zapier wins on simplicity for low-volume flows; n8n wins on cost, control, and complex branching. We'll tell you which fits each workflow.

Will you train our team to maintain what you build?+

Yes — every engagement includes documentation and a handover sprint. We'd rather you not need us in two years than be locked in.

Can you build AI agents that actually work in production?+

Yes, with the caveat that 'agent' covers a range of complexity. We're conservative: scoped tasks, deterministic checkpoints, eval suites, human approval where the cost of being wrong is high.

Other disciplines

All services

Performance Marketing

Paid acquisition, engineered.

Explore

Amazon Marketplace

From listing to category leader.

Explore

Social Strategy

Content that compounds.

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Web Engineering

Sites that convert, not just load.

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Engage on Workflow Automation

Want to see what this
looks like for you?

Book a 30-minute call. We'll walk through your current workflow automation setup and identify the three highest-leverage moves before any commitment.

Book a strategy callor email hello@aparim.com
48h
Response time
30m
Strategy call
$0
No commitment