Thousand Cuts

Memo — to: creative & marketing ops

Your week doesn't die all at once.

It dies four seconds at a time — a re‑keyed brief here, a chased approval there, a copyedit round that shouldn't exist. A thousand small cuts, spread across every day, multiplied by everyone. Thousand Cuts builds AI automation for creative and marketing operations that finds the cuts and closes them. Done by software. Checked by humans.

Book a teardown 30 minutes. Bring your ugliest workflow.

Prefer DIY? The Skill Session — one working Claude skill, built live. $850

Every yellow mark is time a machine should be spending, not a person.

Re: severity

Cuts. Gashes. Severances.

Lost time comes in three sizes. Learn to tell them apart — the treatment is different.

Cuts

Minor · seconds, constantly

  • Highlighting text, right-clicking, selecting "copy"
  • Renaming files one at a time (final_v2_FINAL)
  • Re-typing the project name into a third tool
  • Hunting the latest version through email

Individually invisible. Collectively 20% of payroll.

Gashes

Medium · minutes to hours, weekly

  • Re-keying intake forms into the PM tool
  • Chasing proof approvals, round after round
  • Rebuilding the status deck every Monday
  • Resizing one asset for nine placements by hand

Big enough to schedule around. Nobody does.

Severances

Major · a salary's worth, structural

  • A coordinator role that is 80% moving data between systems
  • An inbox-as-intake-system with a full-time human router
  • Proof cycles so slow that rush fees are a line item
  • Reporting nobody owns, so everyone does it badly

So big it has a job title.

Re: where the week goes

The work is fine. The in-between is broken.

Creative teams don't lose the week making things. They lose it moving things — between forms, inboxes, review rounds, and production partners. The cuts cluster in four places.

Brief in
arrives however it wants
Intake
Cutsre-keyed by hand, wrong template
Create
the only part that should take time
Review + approve
Cutsreply-all proofing, days per round
Produce
Cutsmanual handoff, status by email
Report
Cutsdeck rebuilt by hand, weekly

FIG. 2 — Where the cuts cluster. Yours are in here.

Exhibit A — the cuts, itemized per person / week
Re-keying briefs & intake forms2.1 hrs
Chasing proofs & approvals2.4 hrs
Copyedit rounds that shouldn't exist1.3 hrs
Status updates & deck rebuilding1.5 hrs
Production handoff & re-uploads0.9 hrs
Total8.2 hrs — every week

Approved by: nobody. It just happens.

Re: the fix

Four automations. A thousand cuts, closed.

Each one closes a cluster of cuts from FIG. 2. Start with the worst; add the rest when the first one pays for itself.

Closes: Intake

AI intake triage

Briefs and request forms get parsed, classified, and routed. The right template spins up the project, fields mapped, owner assigned, priority set. Nobody re-types anything, and vague requests bounce back with the questions already asked.

Closes: Review + approve

Editorial review & proofing

A style-guide-aware AI copyedit pass catches the round-one problems before a human ever reviews. Then approvals route on rails — right reviewers, right order, nudges built in. Reply-all retires.

Closes: Produce

Production handoff & status sync

Assets, orders, and statuses sync between your work management tools and production partners — milestones tracked, audit trail kept, order confirmations posted back automatically. Zero CSV exports, zero "any update?" emails.

Closes: Report

AI ops health dashboard

A dashboard that watches the pipeline for you: aging work-in-progress, stuck reviews, blown SLAs, workload heat by person. It flags the next cut forming and nags the right owner before the standup can.

Re: proof

Receipts, not promises.

Every engagement ends in a running system with a log file. Here's what closed cuts look like.

09:12 AM proof v3 received → brand check 09:12 AM routed to reviewer 2 of 2 09:13 AM approved. zero email threads.
Days → minutes

Creative proof routing for a national eye-care group. Reviews move on rails instead of reply-all.

11:03 AM intake form parsed → 3 requests 11:03 AM templates matched, projects built 11:04 AM owners assigned. 0 re-keyed.
1 form → done

Intelligent creative intake for a national health system. One submission becomes routed, templated, owned work — untouched by hand.

02:47 AM request parsed → routed 02:47 AM case opened, fields mapped 02:48 AM status posted. no humans woken.
3,600+ hrs/yr

Back-office automation for a top-5 U.S. credit union. Different industry — same discipline, still running.

Re: the math

No single cut looks expensive.

Together they're 15–25% of paid hours on most creative and marketing ops teams. Run your own count.

3,840 hrslost to cuts annually
$230,400payroll on robot work, per year
2.0 salariesdoing copy-paste full-time

Assumes 48 working weeks and a 1,920-hour year. Headcount tracks hours, not rate.

Re: tools

Built on the stack you already searched for.

Claude ChatGPT / OpenAI Make n8n Zapier Workfront Fusion + your DAM, PM tool, and print partner

We build where your work already lives — no rip‑and‑replace, no platform pitch. AI where it earns its keep, plain automation where it doesn't.

Re: process

Three steps. One of them never ends.

Wk 0

The teardown

Pick one workflow — intake, proofing, handoff, or reporting. We map it live, classify the damage — cuts, gashes, severances — and price the waste. Free, 30 minutes, no deck.

Wk 1–2

The build

We ship a working automation with human checkpoints where they matter — tested against your real briefs and proofs, not demo data.

Wk 3 → ∞

It runs

Closed cuts stay closed. Your workflows execute at 2 AM without complaint while we monitor, patch, and keep improving them on retainer.

Re: the DIY track

Or: learn to close cuts yourself.

One session. One working Claude skill, built live on your most repetitive task — with the pattern to close the next hundred on your own.

The Skill Session

Format90 minutes · remote · recorded
Pre-workSubmit one task you're sick of doing. That's it.
LiveWe build the Claude skill together — identify, spec, build, test — narrated so your team can repeat the pattern without us.
You keepThe working skill, the full recording, and a one-page playbook for the next ten.
$850per session · book direct
Book a Skill Session Adult supervision included.

Find a cut bigger than a skill? The fee credits toward a build.

Re: the boring parts

Boring on purpose.

Built for brand teams with legal review, regulated industries, and acronyms.

Human-in-the-loop

Approvals stay with people. Automation does the paperwork around the decision — never the decision. Your brand never ships unreviewed.

Full logging

Every run leaves a timestamped trail. If an asset moved or a status changed, it's on the record.

Data boundaries

Your briefs, assets, and customer data stay in your systems. We connect them — we don't collect them.

Kill switch

Every automation pauses with one click. No mystery boxes running your pipeline.

Re: next step

Your week doesn't have to die like this.

Book a 30-minute teardown. Bring your ugliest workflow — the intake form everyone dreads, or the approval chain nobody can explain. We'll count its cuts in front of you.

Book a teardown You leave with a count and a number, even if you never call us again.