Everything we know, in one place

Answers

How much does business process automation cost for a small business?

Setup runs from $499 to $12,000, then $175 a change or a plan from $700 a month. What a first year really costs and how to check... Answers

What can a 20-person company actually automate?

The six automations that reliably pay back at twenty people: lead routing, quoting, onboarding, invoice capture, reporting and... Answers

How long does an automation project take?

10 business days to build a single automation; three to five weeks end to end including scoping and parallel running. What... Answers

Do I need an AI agent or just a workflow?

If the task follows rules you need a workflow: cheaper and predictable. Agents are only for unstructured language. Plus six... Answers

What happens when an automation breaks?

A good automation stops and alerts someone; a bad one keeps running with wrong data. Five failure modes, and five questions to... Answers

Should I hire an ops person or automate?

A US ops hire runs $55k-$85k loaded; a build removing 15 hours a month costs $499-$4,500 once. Why the answer is usually both. Answers

Is n8n or Make better for a small business?

Make under roughly 10,000 operations a month; self-hosted n8n above 100,000. How to estimate your own operation count in ten... Answers

What is business process automation?

Software doing the routine steps between the systems you already run: copying, checking, chasing, filing. What it replaces, what... Answers

How much does an AI agent cost for a business?

An AI chat agent is $3,500 to set up and a voice agent $5,000. What that covers, what upkeep costs, and when an agent is the... Answers

Is our data safe if we automate?

Automations run in your accounts with credentials in your vault. Where data actually goes, what AI providers keep, and the risks... Answers

What happens if we stop working with you?

Everything keeps running. The automations live in your accounts, you keep the documentation and evaluation sets, and any plan is... Answers

How do I choose an automation partner?

Judge them on how they estimate, not what they have built. Four questions that separate advisers from order-takers, and how to... Answers

Can you automate an old system with no API?

Usually yes. The five ways in, best to worst, what each does to price and fragility, and the hybrid option most people miss. Answers

Do we need to fix our processes before we automate?

No, but you need to be able to describe them. Why messy is fine, unsettled is not, and the four things that genuinely should be... Answers

How many hours will automation actually save us?

Runs times minutes, cut by the share it will not handle. The correction everyone skips, how to get the inputs right, and why... Answers

What should not be automated?

Skip anything rare, unstable, judgment-dependent, or high-stakes with no error signal. And never automate a process that should... Compare

AI agent vs chatbot

A chatbot answers. An agent answers and then acts in your systems. Why that one difference drives the whole cost and risk gap,... Compare

Make vs Zapier

Zapier is easier to start and more expensive to scale. Where the cost crossover sits, and what a migration actually costs. Compare

n8n vs Zapier

Opposite ends of the same spectrum. The only three reasons to choose n8n over Zapier, and the honest cost of self-hosting. Compare

Build vs buy

Six categories where buying almost always wins, four where building does, and the row in the comparison that decides more cases... Compare

In-house vs agency vs freelancer

Three ways to get automation built with the honest failure mode of each, and what you are actually paying a firm more for. Platforms

Make.com

Our usual default for SMB automation: broad connectors, a readable canvas, per-operation pricing. What we build in it, plus its... Platforms

n8n

For high volume, self-hosting or logic needing real code. Execution-based pricing or free self-hosted, workflows in Git, and... Platforms

Zapier

Easiest to start, most expensive to scale. For a trigger and two actions it is the right tool and you should build it yourself.... Platforms

HubSpot

Strong API and webhooks. Which logic belongs in native HubSpot workflows and which belongs outside, plus the tier gating to... Platforms

Airtable

Excellent as an operational database and review-queue interface. Where it works, where it quietly becomes a liability, and when... Platforms

Slack

The best approval and alerting surface you already own. How to use it without building a channel everyone mutes, and why Slack... Platforms

Claude API

Our usual choice for long-document review and structured extraction. How we evaluate, constrain and log it, what it costs, and... Platforms

Power Automate

The obvious choice when the business runs on Microsoft 365, and often the cheapest because much is licensed already. Premium... Platforms

QuickBooks

The accounting system at the end of most finance automations. What we build into it, why Online and Desktop are different... Platforms

Xero

A clean API and a sensible data model, with rate limits stricter than people expect. What we build in it, and how to design... Platforms

Salesforce

The most capable CRM API in the category. The real question is governance: what already fires on the records you are about to... Platforms

Shopify

Excellent webhooks and a quarterly API versioning cycle that is a maintenance commitment. Order to accounting, inventory sync,... Platforms

OpenAI API

Strong on classification and extraction with useful model tiers for cost control. Chosen per task on measured accuracy, not... Articles

The parallel run: the step everyone wants to skip

Testing proves it handles the cases you thought of. A parallel run proves it handles the ones that occur. What it finds, and... Articles

Automating against a system with no API

The five routes into a legacy system, best to worst, what each costs in fragility and maintenance, and the hybrid most people... Articles

How to design a review queue people actually use

A fifth of the work and all of the user experience sit in the component most proposals give one line. Six things it needs, four... Articles

Cleaning your data before you automate

Clean what the automation matches on and leave the rest. The four problems that actually break builds, what to safely ignore,... Articles

What a $499 automation actually gets you

Exactly what fits in the starter tier, what pushes a job out of it, why the floor is $499 rather than lower, and when you should... Articles

How to tell whether an AI agent is actually working

Every agent demos well, which makes demos useless as evidence. How to build an evaluation set, which metric to watch, and the... Articles

What accounting APIs will and will not let you automate

Building against QuickBooks and Xero: what is straightforward, what is deliberately constrained, and the four mistakes that... Articles

What twelve common business automations actually cost to build and run

Setup cost, upkeep and hours returned for twelve common automations, from lead routing at $1,500 to two-way system sync at $12,000. Articles

Teardown: the supplier invoice workflow, step by step

All nineteen steps of an invoice-processing automation, every validation rule, and the four decisions that decide whether it... Articles

Why automations break: a taxonomy of failure

Nine failure modes ranked by frequency and damage, why silent failure is the dangerous one, and six patterns that turn quiet... Articles

The exception problem: why automation projects overrun

Exception logic is routinely 60-70% of an automation build and almost none of the estimate. Why nobody mentions theirs, and how... Articles

What we refuse to automate, and why

Six categories we decline even when someone will pay: fake personal outreach, generated reviews, machine decisions dressed as... Articles

The automation readiness checklist

Twenty-four questions to answer before briefing anyone: process, exceptions, systems, data and ownership, plus the one... Tools

Payback calculator

Work out what a process costs you, what automation would realistically remove, and the payback period. Includes the... Tools

Which automation do I need?

Five questions that map what you describe onto the published price list, from a $499 starter automation to a $5,000 voice agent.... Glossary

Automation terms, in plain English

Every term we use on this site, defined without jargon.