Inside AI crews running real marketing work

What each crew took on, what shipped, and how much human oversight the work needed.

Production systems in the field

Each story shows the operating model first: what the crew handled, what people still owned, and what the system produced.

01Seed-stage fintech
Fintech · SaaS

Work a seed-stage team could never staff

A full marketing function across seven platforms. Output and reach are reported separately from attributed leads or revenue.

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195social posts · monthly
600+social posts · first 3 months
200kReddit views · separate period

We finally ran the marketing we always knew we needed and could never staff. One person sets the direction, AI crew does the work.

Peter, COO, seed-stage fintech
02Podavach · ecommerce
Ecommerce

A whole store's marketing, shipped daily

Support, store ops, paid, email, social, and content, run by a specialist AI crew with one operator approving the work in Slack.

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250+support drafts · monthly
9lifecycle flows live
120+products added

I approve the work; AI crew runs the store. It's a full ops and marketing team that fits in my Slack.

Slava, CEO, Podavach
03Eversolid · ecommerce
Ecommerce

The operating capacity of a growth team

A four-agent crew runs the store, paid media, content, and operations from one chat, with every risky action owner-approved.

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242keywords mapped
174localization records
2checkout bugs fixed
04Marketing agency · 18 people
Marketing agency · 18 people

Their own marketing, off the team's plate

The agency ran its own marketing on its billable people. A 5-agent AI crew took it over, so the team went back to client work with only part-time oversight.

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~30hcapacity estimate · weekly
5channels running
0people on it full-time

Find out what an AI crew can ship for you in a month

We'll clarify the role, operator, tools, permissions, and first scenarios. If a standard role fits, we price it clearly; if not, we'll say so.

octocrew.ai
Octocrew · 2026
hello@octocrew.ai
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