What business processes are worth automating first?

Start with anything high-frequency and rule-based: lead capture and routing, follow-up sequences, document generation, reporting, and data transfer between systems. Judgement-heavy work should stay with people.

Will automation replace jobs on our team?

In practice it reallocates them. The automated steps are usually the ones nobody wanted — copying data, chasing reminders — which frees staff time for customer-facing and decision-making work.

How do you prevent automations from failing silently?

Every workflow includes error handling, retry logic and alerting, plus logging so any failed run is visible and traceable rather than discovered when a customer complains.

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Custom Platforms/Automation

Zapier integrations

Zapier integrations is a workflow automation project from the Pixel2Tech automation practice. We were brought in because the same document was being generated manually for every client, with the same fields retyped each time. This page walks through the problem we were handed, how we approached it, and what changed as a result.

Brand: Zapier Integrations
Practice: Custom Platforms
Service: Automation
Year: 2025

The Work

What we designed for Zapier Integrations

Deliverables

Workflow mapping
Automation build
Integrations
Monitoring

The challenge

When the project started, the same document was being generated manually for every client, with the same fields retyped each time.

Our approach

We built the automation with explicit failure handling and alerting, so a silent break surfaces immediately.

The outcome

Response time to a new lead dropped from days to minutes.

Hours automated / month: 55+
Lead response time: 1 day → 2 min
Steps removed: 17

How we delivered this automation project

Step 01
Map the existing process
Every step was documented end to end, then split into deterministic steps that can safely be automated and judgement calls that should stay with a person.
Step 02
Build with failure handling
Automations were built with explicit error handling, retries and alerting, so a silent break surfaces immediately instead of being discovered weeks later.
Step 03
Integrate the systems
Lead sources, CRM, email and document generation were connected directly, so data moves once with a record of each transfer rather than being copied by hand.
Step 04
Measure and refine
We instrumented the workflow so time saved is measurable, then refined the sequences that live data showed were misfiring or unnecessary.

Technologies and tools used

The stack below was chosen for this engagement because it matched the scale of the work, the team that would maintain it afterwards, and the performance the brief required.

Node.js
TypeScript
Supabase
PostgreSQL
Webhooks
REST APIs
Zapier / Make
OpenAI API

Why this project matters

Speed of response is itself a competitive advantage. Cutting first-response time from days to minutes usually changes conversion more than any change to the message being sent.

If you are weighing up similar work, our services overview explains how we scope engagements, and about Pixel2Tech introduces the team who would run it.

Frequently asked questions

What business processes are worth automating first?: Start with anything high-frequency and rule-based: lead capture and routing, follow-up sequences, document generation, reporting, and data transfer between systems. Judgement-heavy work should stay with people.
Will automation replace jobs on our team?: In practice it reallocates them. The automated steps are usually the ones nobody wanted — copying data, chasing reminders — which frees staff time for customer-facing and decision-making work.
How do you prevent automations from failing silently?: Every workflow includes error handling, retry logic and alerting, plus logging so any failed run is visible and traceable rather than discovered when a customer complains.