AI Workflow Automation

You and your team do the same manual steps every week, and there’s no time left for the real work.

$3,000

No code

Handed over

workflow.runmanual
Trigger
▶
Pull
✓
Score
✓
Human OK
1
Send
✓
6 hrs/week, by hand
copy-paste, every week

Can AI actually do this repeated task? Sometimes, and there's a test that takes about a minute. If two competent people would produce roughly the same output, AI can probably do it. If it's a judgment call that varies by person, it can't, and building it wastes your money.

The other three questions: does it happen at least weekly, can you write down how you decide, and is there a human checkpoint before anything goes out. The third one kills most projects. The full test, and what each answer means, is right below.

You run the same steps every week, and the real work waits.

You map it once. After that, the process runs itself every week, and your team gets its hours back.

Does your task qualify? Run it through these four.

The questionAI can probably do it ifDon't build it if
Does it have a right answer someone can check?Two competent people would produce roughly the same outputThe output is a judgment call that varies by person
Does it happen often enough?At least weekly, so the build pays for itselfTwice a year, where doing it by hand is cheaper than building it
Can you write down how you decide?The rule can be put on paperThe rule lives in one head and nobody can articulate it
Is there a human checkpoint?A person reviews before anything goes outIt has to be right every time with nobody looking

A federal agency needed the week's AI news filtered.

  • Feedly surfaces the candidates. Trending articles pulled by keyword.
  • An AI step validates each one. Is it genuinely about AI and healthcare, and not marketing? Anything that fails drops out.
  • The survivors get scraped and scored. Against a custom rubric that outputs JSON, so they can be sorted in a database.
  • A human screens the top ten to fourteen. Per category, then compiles the newsletter. That's the checkpoint, and it's the point.

What you get back.

  • The process mapped first. Including the decision rules currently living in someone's head.
  • The workflow built on tools your team can maintain. Not a bespoke system only we understand.
  • A human checkpoint wherever output goes to a customer, a regulator or the public.
  • Documentation written for the person who inherits it, not for us.
  • A handover, after which you don't need us. That's the whole idea.

What doesn't qualify.

Anything where the output is the judgment

If the value of the work is that a specific experienced person made the call, automating it removes the thing you were paying for.

Anything that happens twice a year

Do it by hand. Below weekly, the build costs more than the hours it saves, so there's nothing to recover.

Anything nobody can explain

If we can't get the decision rules out of the person who has them, there's nothing to build. We'll tell you this in the first conversation rather than three weeks in.

Anything that has to be right every time with no human looking

That isn't a workflow project, and we'd rather say so than pretend otherwise.

What a workflow project costs.

Projects start at $3,000.

If it's a different problem.

AI consulting

Custom AI development

AI content operations

What people usually ask.

You'll know whether it's worth automating.

Tell us what the task is. We'll run it through the test and tell you honestly whether to build it or do it by hand.

We'd rather tell you no in the first conversation than three weeks in.