Case study · 07 AI · Autonomous social media

An AI agency
for every creator.

CreatorFlow connects all your social accounts & lets an AI agent run them for you — generating posts, scheduling, replying & growing each channel autonomously based on your niche.

Powered by image & video generation (Nano-Banana, Seedance) and a reasoning loop that thinks like a content strategist.

RoleFounder · AI engineer
Year2025 — present
StageExperimental · labs
StatusWorking · not live yet
creatorflow.ai/agent
CCreatorFlow
● agent running
PW
Posts this week427 platforms · auto
Combined reach184k↗ +24% vs last wk
Engagement7.2%Median across feeds
Tokens spentA$8.40Gen + reasoning · today
Agent activity · last 24h 12 tasks complete
Generated 3 carousel images · "5 mistakes new builders make"
Nano-Banana · 6.2s · A$0.18
2m ago
done
Drafted 4 captions for Threads & X
GPT-5 · niche: indie founder · tone: dry-funny
14m ago
draft
Scheduled YouTube Short for 6:30pm AEST
Seedance · 28s · auto-thumbnail
28m ago
queued
01 / The brief

A full content team — for one.

Most creators have ideas but no time. Hiring an agency runs A$5k+/month. CreatorFlow is what happens when the agency is an AI agent that never sleeps.

CreatorFlow connects every social account a creator owns, learns their niche & voice, then autonomously runs the channels — generating, scheduling, replying & growing.

The agent runs in a loop: read trends → ideate posts → generate assets → schedule → publish → measure → iterate. Each loop tunes itself against the creator's actual analytics.

Image generation hooks into Nano-Banana; video into Seedance; captions & replies run on a frontier LLM with persona & brand-safety guardrails the creator sets once.

Currently in private labs — the loop works end-to-end on my own accounts, but I'm tuning the safety & quality layers before opening it to other creators.

Tech stack
Next.jsNode.jsPostgreSQLRedis · queuesClaude · GPT-5Nano-BananaSeedanceMeta · TikTok APIsYouTube Data APIVector store
02 / The product

You set the voice, the agent does the rest.

Onboarding is two screens long: connect your socials, pick your niche & tone. From there, the agent runs in autopilot or co-pilot mode depending on how much control you want to keep.

Co-pilot

Drafts you approve.

For creators who want creative control: the agent ideates, generates & schedules — but every post sits in a queue for you to approve, edit or kill before it goes live.

42Posts queued/wk
90sMedian review
Autopilot

Fully autonomous.

For creators who want their hands back: agent publishes directly within tight brand-safety guardrails & learns from analytics every cycle. You only weigh in if you want to.

7Platforms
24/7Always on
03 / Inside the platform

From onboarding to autonomous publish.

Four surfaces cover the entire creator workflow — connect accounts, generate posts, schedule the week, watch the metrics.

An agent that learns you

The reasoning loop reads your top performers, infers what tone & format your audience rewards, and biases next week's generation toward it.

  • Persona vector built from your last 100 posts
  • Niche tuning from analytics every cycle
  • Brand-safety guardrails you set once

Multi-modal generation

Image carousels via Nano-Banana, short-form video via Seedance, captions & replies via frontier LLM — all from one prompt the agent writes for itself.

  • Nano-Banana for image & thumbnail
  • Seedance for vertical short-form video
  • Per-platform format & aspect ratio handled automatically
04 / Feature set

Nine modules. One agent loop.

Each module is a node in the agent's plan-act-observe loop. Drop one in or out per niche, per creator, per week.

01
Account connect

OAuth into YT, IG, TikTok, X, LinkedIn, Threads, Pinterest & FB.

02
Niche & voice

Persona vector inferred from your last 100 posts & bio.

03
Trend scanner

Reads trending sounds, hooks & formats per platform daily.

04
Ideation

Reasoning LLM generates a week of post topics in your voice.

05
Image gen

Nano-Banana renders carousels, thumbnails, stories at scale.

06
Video gen

Seedance produces vertical shorts & reels with auto-captions.

07
Auto schedule

Posts go out at platform-optimal times based on your analytics.

08
Reply inbox

Agent drafts replies in your voice; you approve in a single feed.

09
Brand guardrails

Forbidden topics, banned phrases, sensitivity filters set once.

05 / In your pocket

Approve a week in the time it takes a coffee to brew.

The phone app is built for the only time creators actually have — between meetings, in line for coffee. Swipe to approve, double-tap to kill, hold to regenerate.

Creator app · daily check-in
9:41
For approval4 drafts
P
YT · scheduled 6:30pm
"5 mistakes new builders make"
Approve
IG
Carousel · 5 slides
Tue 27 · 11am · queued
X
Thread · 6 posts
Tue 27 · 9am · queued
LI
Single post · 512 chars
Wed 28 · 8am · draft
Queue
Plan
Stats
Me
9:41
● agent · onlineChat with CF
CF
Hey! Last week's "5 mistakes" YT short got 42k views & 14% retention — well above your baseline. Want me to spin a follow-up?
Yes — & can you draft an IG carousel from it too?
On it. I'll generate:
▸ YT short · "5 MORE mistakes" · 32s ▸ IG carousel · 5 slides · Nano-Banana ▸ X thread · 6 posts
Est: A$0.42 · ready in ~14m
Queue
Plan
Chat
Me
01

Connect & onboard

OAuth into every platform you run. Two screens, four minutes, agent reads your last 100 posts to learn your voice.

02

Pick a niche

Choose from a curated list of niches (indie SaaS, fitness, fintech, etc) or write your own. The agent tunes its trend scanner accordingly.

03

Agent ideates

Daily, the reasoning loop reads trends, your top performers & your calendar — drafts a week of posts in your voice.

04

Generate assets

Nano-Banana for images & thumbnails, Seedance for video, LLM for captions & threads. All per-platform aspect ratios handled.

05

You approve, or don't

Co-pilot mode: review & tap approve. Autopilot mode: agent publishes & you only weigh in if you want to.

06

Measure & iterate

Every cycle, agent reads analytics, finds what worked, biases next week toward winning formats & topics. Compounding loop.

Most creators don't have a content problem — they have a time problem. CreatorFlow gives them back their time without giving up their voice.
Pasan W. · Founder · CreatorFlow Labs
06 / The outcomes

Loop is closed. Tuning the dials.

End-to-end agent runs on my own accounts as a beta — generating, scheduling & publishing across 7 platforms. Public launch pending safety & quality polish.

7
Platforms wired
YT · IG · TT · X · LI · TH · Pinterest.
42
Posts/wk · auto
Generated end-to-end without human input.
28hr
Time saved/wk
vs running the channels manually.
A$8/day
Avg gen cost
Tokens + image + video for full output.
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