Workflow Automation / 01

Workflow automation, built and maintained by engineers. Not just another Zapier template.

We build automations across any platform plus custom code, then keep them running when an API changes. Rules where rules work, AI only where judgment is needed, always with a human in the loop.

Most automation breaks the week after it ships. We are the team that builds it and keeps it running. Our vetted engineers work across Zapier, Make, n8n, UiPath, and Power Automate, plus custom code and self-hosting when no-code hits its ceiling.

8,200+ vetted engineers 24-hour spin-up From $35/hr 2-week risk-free trial
[ Definition ]
What is workflow automation at Gaper?

Workflow automation at Gaper is a build-and-maintain service where our 8,200+ vetted engineers design, build, and keep running automated workflows across any platform (Zapier, Make, n8n, UiPath, Power Automate) plus custom code, using rules-based automation for routine work and AI agents only where judgment is needed, always with a human in the loop, with teams spun up in 24 hours from $35/hr and a 2-week risk-free trial.

Platform-agnostic

Any platform, plus custom code. No lock-in.

No lock-in. We build where it makes sense for you, hand you the keys, and self-host when no-code hits its ceiling.

GoogleAmazonStripeOracleMeta

14 verified Clutch reviews

The right tool for the job

The right tool for the job, not AI everywhere

Most work does not need AI. We use rules-based automation for routine, high-volume, deterministic tasks, and we reach for AI agents only where genuine judgment is needed. Either way, a person stays in the loop.

Rules-based automation most of the work
  • Use for routine, high-volume, deterministic work.
  • Predictable, auditable, cheap to run.
  • Where most of your manual work actually lives.
AI agents narrow, reviewed
  • Use only where genuine judgment is needed.
  • Classification, extraction, drafting, triage.
  • Always reviewed by a person before it acts.
Always with a human in the loop. Nothing acts on your business without a person signing off.
~11%
of enterprises have agentic AI in production
Source: Deloitte Tech Trends 2026
~70%
of real office tasks the best AI agents still fail
Source: Carnegie Mellon, TheAgentCompany benchmark, 2025

That is the honest version of the pitch. Rules first, AI where judgment is needed, and a human in the loop on both.

We build it, and we keep it running.

See the price, test the team, and watch the workflow that still works in six months.

What we build

What we build for you

If your team copies and pastes between tools, babysits brittle zaps, or rekeys the same data twice, that is the work we automate first.

01
Data entry, sync, and migration
We connect your tools so records flow once and stay in sync. No more copy-paste between a CRM, a spreadsheet, and a billing system, and no more silent drift between them.
02
Reporting and reconciliation
We automate the recurring reports and reconciliations your team rebuilds by hand. Numbers pulled, matched, and delivered on schedule, so nobody spends a morning stitching exports together.
03
Lead routing and RevOps
We route leads, enrich records, and keep your CRM clean so RevOps stops being a manual queue. The right lead reaches the right rep without a person triaging the inbox.
04
Document and email processing
We capture data from documents and inbound email, then file it where it belongs. Invoices, forms, and attachments handled on arrival instead of piling up in someone's inbox.
05
Internal tools
We build the small internal tools and dashboards that glue your stack together. The button your ops team wishes existed, built and owned, not bolted on by a freelancer who disappears.
06
AI where judgment is needed (with human review)
For classification, extraction, and drafting, we add AI only where it earns its place. Every AI step is reviewed by a person before it acts, so nothing runs unsupervised on your business.
Build and maintain

We build it, and we keep it running

Most automation breaks the week after it ships. A no-code shop builds your stack and disappears. We are the team that stays on the hook when an API changes.

AWe build it

  • We design the automation around your real workflow, not a template.
  • We build across the right platform, or in custom code when no-code hits its limit.
  • We test it against your edge cases before it goes live.
  • We hand you a system you own and can inspect.

BWe keep it running

  • We monitor your automations so a silent break does not sit dead for weeks.
  • We fix it when a tool, API, or schema changes underneath it.
  • We keep version control and a clear record of what runs and why.
  • There is someone accountable when something breaks, not a dead support email.

Maintenance is not a hidden upsell. It is staffed by the same vetted engineers who build it, from $35/hr, as part of the engagement, because the value is in the workflow that still works in six months.

How we work

How we work

1
Audit the manual work
We sit with your team and map where the hours go: the copy-paste, the rekeying, the reports rebuilt by hand. We find the work worth automating before we build anything, so you spend on the tasks that actually drain time.
2
Map and pick the right tool
We choose rules over AI wherever rules work, and AI only where judgment is genuinely needed. We pick the platform that fits, Zapier through Power Automate, or custom code and self-hosting when no-code hits its ceiling. No lock-in, no over-sold AI.
3
Build and test
Our vetted engineers build the automation and test it against your real edge cases, not a happy-path demo. You see it run on your data, with a human review step wherever AI touches a decision, before anything goes live.
4
Monitor and maintain
This is the part no-code shops skip. We monitor your automations, fix them when an API or tool changes, keep them under version control, and stay accountable when something breaks. The workflow that ships in week one still works in month six.
Compare the options

DIY no-code vs a no-code agency vs Gaper engineers

Here are the contrasts that actually matter when you have outgrown DIY Zapier and need someone on the hook.

DIY no-code (Zapier/Make)No-code agencyGaper engineers
Who builds itYou and your teamThe agency, from templatesVetted engineers, around your workflow
Who maintains itYou, when it breaksOften no one after launchUs, staffed and accountable
Custom code beyond no-codeNoRarelyYes, when no-code hits its ceiling
Self-hostingNoRarelyYes
Platform lock-inTied to one toolTied to the agency's stackNone, platform-agnostic
Vetted talentWhoever is free internallyVariesTop 1%, 8,200+ engineers
RateYour team's timeProject fees, often opaqueFrom $35/hr, transparent
Risk-free trialNot applicableRarely2-week risk-free trial

Costs vary by scope. Figures here are ranges and brand constants, not a fixed quote. For wider context, Toptal runs $150 to $250/hr, Turing $50 to $100/hr, and Upwork $20 to $80/hr.

8,200+
Vetted engineers
$35/hr
Starting rate
24 hours
To a team
2-week
Risk-free trial
Proof we run real AI

We also ship packaged AI agents in production

Proof that we run real AI, not slides. These are our vertical agents, administrative scope, always with human review. This page is about custom automation, but the AI work is real.

K
Kelly
Healthcare scheduling
A
AccountsGPT
Accounting
J
James
HR recruiting
S
Stefan
Marketing ops
Why Gaper

Why teams pick Gaper for automation

01

Built and maintained, not one-off

We build the automation and we keep it running. When an API changes, someone is accountable. You get a system that still works in six months, not a stack you babysit alone.

02

Vetted engineers, not template assembly

The top 1% of 8,200+ engineers build your workflow and move into custom code and self-hosting when no-code hits its ceiling. Real engineering, at staffing prices from $35/hr.

03

Platform-agnostic, no lock-in

Zapier, Make, n8n, UiPath, Power Automate, or custom code. We build where it fits your stack, hand you the keys, and never lock you to one vendor.

04

Right tool, human in the loop

Rules where rules work, AI only where judgment is needed, and a person signing off on both. We tell you plainly where AI does not belong, and we prove the team with a 2-week trial.

Questions, answered

Workflow automation questions, answered

Q1What is workflow automation at Gaper, and how is it different from a no-code shop?
Workflow automation at Gaper is a build-and-maintain service. Our vetted engineers design, build, and keep running automated workflows across any platform plus custom code. The difference from a no-code shop is ownership and maintenance. A no-code shop assembles templates and disappears. We monitor your automations, fix them when an API changes, and stay accountable, because the value is in the workflow that still works in six months.
Q2What is the difference between workflow automation and AI agents, and which one do I need?
Rules-based workflow automation handles routine, high-volume, deterministic work: moving data, syncing records, sending reports. AI agents are for the narrow set of tasks that need genuine judgment, like classification or drafting, and they always need human review. Most teams need mostly rules and a little AI. Only about 11% of enterprises have agentic AI in production (Deloitte Tech Trends 2026), and the best AI agents still fail roughly 70% of real office tasks (Carnegie Mellon, TheAgentCompany, 2025). So we use rules first and AI only where it earns its place.
Q3Which automation platforms does Gaper work with?
We are platform-agnostic. We build on Zapier, Make, n8n, UiPath, and Power Automate, and we move into custom code and self-hosting when no-code hits its limits. There is no lock-in. We build where it makes sense for your stack, hand you the keys, and let you inspect or self-host the result.
Q4How much does it cost to hire Gaper to build and maintain automations?
Our engineers start at $35/hr, with teams spun up in 24 hours and a 2-week risk-free trial so you can test the team before you commit. We do not quote a fixed project price up front, because cost depends on scope. We frame it as a transparent hourly rate and a staffed engagement, not an opaque project fee, and maintenance is part of that engagement rather than a separate upsell.
Q5Do you maintain the automations after you build them, or is it a one-time build?
We build and maintain. Maintenance and ownership are part of the engagement, not a one-time handoff. We monitor your automations so a silent break does not sit dead for weeks, we fix them when a tool or API changes underneath them, and we keep version control. Someone is accountable when something breaks, staffed by the same vetted engineers who built it from $35/hr.
Q6Is Gaper a good Zapier alternative for an agency that outgrew DIY no-code?
Yes. When your DIY Zapier or Make stack has too many zaps to maintain, no version control, and no one who owns it when it breaks, that is exactly where we fit. When no-code hits its ceiling, our engineers move into custom code and self-hosting, and they own the maintenance the DIY stack never had. You get a system that stays running, at staffing prices from $35/hr, with a 2-week trial.
See the price, test the team

See the price, test the team

If you are drowning in manual data entry or babysitting a stack of brittle zaps, let's fix it. Book a Free AI Assessment and we will map the manual work, recommend the right tool, and show you the price. The 2-week trial means you can test the team before you commit.