What we mean by marketing automation
Automation is software doing the repeatable steps your team already does by hand. A new lead arrives, gets cleaned up, lands in the right CRM record, and the right person hears about it within seconds.
Most small and mid-sized businesses run on a patchwork of tools that never talk to each other. Someone exports a CSV every Monday. Someone else retypes web form leads into the CRM. A manager builds the weekly report by hand from four browser tabs. Each step is small. Together they eat hours, and every manual handoff is a chance for a lead to slip.
We find those handoffs and replace them with workflows that are tested, logged and easy to change. Where AI helps, such as summarizing a call note or drafting a report, we add it with a human review step. Where a simple rule works better, we use the simple rule.
Tools we build with
We pick the lightest tool that does the job reliably, and we favor tools you may already pay for.
- Google Apps Script for automations inside Google Sheets, Gmail, Docs and Drive. It costs nothing extra if you use Google Workspace.
- Zapier for quick, dependable connections between popular apps, especially when your team wants to see and edit the steps.
- n8n for heavier workflows with branching logic, loops or high volume, where per-task pricing would get expensive.
- Webhooks so one system can notify another the instant something happens, with no polling delay.
- APIs when no ready-made connector exists, or when we need fields and actions a connector does not expose.
You can read more about our overall approach on our technology page.
Common automations we build
Most projects start with leads, reporting or follow-up, because that is where manual work causes the most damage.
- Lead capture and routing. Web forms, Meta lead ads, Google lead forms and call tracking feed one clean record in your CRM, with duplicates caught before they are created.
- Partner and referral leads. Leads from retailers or referral partners get tagged by source so you can see which relationships produce work.
- Report drafts. An Apps Script pulls the week's numbers, writes a plain-English draft, and saves it for a person to review before anything is sent.
- Order and customer emails. Confirmation, shipping, review requests and restock reminders trigger from real order events.
- Approval notifications. When a third-party platform returns a decision, the customer and your team both hear about it right away.
When automations start shaping your whole lead-to-revenue process, they overlap with revenue operations and CRM development, and we plan them together.
How a project runs
Every build follows the same four steps: map, build, test, hand over.
- Map. We sit with the people who do the work and write down each step, each tool and each place data changes hands. This often reveals steps nobody needs.
- Build. We build in a test environment or with test records first, so live customers never receive a half-finished email.
- Test. We run real-world cases through the workflow, including the messy ones: missing phone numbers, repeat submissions, odd characters in names.
- Hand over. You get a short written guide that explains what each workflow does, where it lives, and who to call if it stops.
Engineering work is quoted per project after the mapping step, so you know the scope before we build anything.
Keeping automations safe and visible
An automation that fails quietly is worse than no automation. We design every workflow so failures are loud and easy to trace.
That means error alerts sent to a named person, a simple log of what ran and when, and retry rules for temporary outages. Credentials sit in each platform's secure storage, never in a shared spreadsheet. Access follows least privilege, so a reporting workflow can read data but cannot delete it.
For any step that could cost money or embarrass you, such as sending a customer email or changing an ad budget, we add a human approval step. Our AI agents follow the same rule with a formal approval model.