Your content team, reimagined with AI.
Submit a brief. AI plans the production, assigns specialized agents, executes every step in parallel, and delivers finished content — ready to review and publish.
Analyze podcast episode
Researcher
Identify top 10 moments
Analyst
Edit clip 1 — Hook section
Video Editor
Write captions for clips 1–5
Copywriter
Generate thumbnails
Image Generator
Clips 6–10 final export
Video Editor
Research: trends brief
Researcher
Clips 1–5 approved
Video Editor
Schedule queue built
Scheduler
24/7
Runs without you
∞
Parallel tasks
0
Manual production steps
10×
Faster than traditional ops
How it's built
A three-layer production system.
AI Creators isn't a single chatbot. It's a structured system designed to handle real production complexity — the way a professional team would.
Task Manager
The interface between you and the system. Accepts briefs in plain language, evaluates scope, and routes work to the right specialists — automatically.
- Accept any content brief
- Evaluate scope and intent
- Route to right Performers
Task Master
The orchestration intelligence. Breaks complex briefs into executable steps, assigns each to a specialized Performer, manages execution order, and runs tasks in parallel where possible.
- Break brief into steps
- Assign to right Performers
- Manage parallel execution
Performers
Specialized AI agents, each built for a specific production task. They execute, report back, and hand off — like a skilled team member that never sleeps.
- Execute specialized tasks
- Report back with results
- Chain into next steps
The team
Specialized agents. Every production role covered.
Each Performer is purpose-built for a specific production role. They work together without coordination overhead — because Task Master handles that.
Video Editor
Cuts highlights, removes silences, adds captions, exports all formats
Copywriter
Writes scripts, captions, hooks, and platform-native copy
Image Generator
Creates thumbnails, ad creatives, and visual assets via AI Prism
Scheduler
Queues finished content across 13 platforms at optimal times
Researcher
Finds trends, analyzes competitors, surfaces content opportunities
Analyst
Reviews performance data and feeds back winning patterns
+ Build custom Performers for your specific production workflow
The workflow
From brief to published. Nothing in between.
Submit a brief
Type a content request in plain language — a campaign goal, a production task, or a full content strategy. No templates required. AI understands intent.
"Create 10 TikToks from this week's podcast. Hook-first, captions styled, vertical format."
Task Master plans the run
Task Master breaks your brief into specific steps, identifies which Performers are needed, and builds an execution plan — including what runs in parallel.
Researcher → Video Editor (×10 parallel) → Copywriter → Scheduler
Performers execute
Each assigned Performer starts their task immediately. The Kanban board updates in real time as tasks move from queued → in progress → complete.
You watch the board. You don't do the work.
Review and approve
Finished content arrives at your approval gate. Preview every output, request adjustments in plain language, and approve what's ready.
"Make clip 3 shorter and move the hook to the first 2 seconds."
Content routes to Scheduler
Approved content moves directly to the publishing calendar. Captions written per platform, optimal posting times applied, and it goes live automatically.
One run → 10 videos → 13 platforms → done.
What it does
Full capabilities
Task Manager
The interface between you and the system. Accept briefs in plain language, evaluate scope automatically, and distribute work to the right specialists.
Task Master Orchestration
The planning brain behind every run. Breaks complex briefs into executable steps, assigns each to the right Performer, and manages dependencies and sequencing.
Parallel Execution
Multiple Performers work simultaneously on independent tasks. A 30-post campaign that takes a team 3 days completes in hours.
Live Kanban Tracking
Every task is visible in real time. See what each agent is working on, what's queued, what's complete. Full transparency — no black box.
Human Approval Gates
Insert review checkpoints at any step. AI runs everything up to that point, then waits for your approval before proceeding — or publishing.
Repeatable Workflow Templates
Save any successful production run as a template. Rerun it weekly, daily, or trigger it automatically when new assets land in AI Storage.
Webhook & Bot Integration
Route Performer outputs to your existing CRM, Slack, or distribution system via webhook. AI Creators plugs directly into your stack.
Custom Agent Creation
Define the capabilities, tools, system prompt, and persona of custom Performers. Build specialized agents for workflows unique to your brand.
Built for every team
The same system. Different scale.
Whether you're a solo creator or a 200-person marketing org, AI Creators adapts to your production volume and workflow.
Run 10 clients without hiring 10 people.
Each client gets their own AI production crew. Campaign briefs become finished, on-brand assets in hours — approved and ready to schedule.
How it runs
Client brief submitted
AI plans full campaign
Performers produce all assets
Client reviews and approves
Content auto-schedules
Record once. Publish everywhere. Forever.
One long-form piece — podcast, video, livestream — becomes a month of short-form content across every platform, fully captioned and on-brand.
How it runs
Upload raw recording
AI Creators triggered automatically
Highlights clipped and captioned
Captions and hooks written
30 posts scheduled across platforms
Launch campaigns in days, not weeks.
Brief once. Receive scripts, videos, ad creatives, social copy, and a publishing calendar — all produced and reviewed without back-and-forth.
How it runs
Campaign brief submitted
Task Master breaks into parallel tasks
Performers execute simultaneously
Manager reviews consolidated output
Deploy across channels
Scale content ops without scaling headcount.
Consistent brand output at volume. Every asset produced by AI adheres to your brand guidelines, gets reviewed, and routes through your existing approval chain.
How it runs
Content calendar defined
AI Creators runs continuously
Brand Intelligence applied to every output
Approval chain triggered
Published across all brand channels
The shift
This is what changes.
Before
With AI Creators
Write a detailed brief in a Google Doc, share with 3 people
Type a brief in plain language. AI routes it to the right agents.
Wait days for a video editor to find time in their calendar
Video Editor Performer starts immediately. No scheduling.
Review 10 email threads to track production status
Live Kanban board shows every task, every agent, in real time.
Manually resize and caption videos for each platform
Multi-format export with platform-native captions. Automatic.
Campaign takes 3 weeks to produce from brief to scheduled
Same campaign: hours, not weeks. Every step parallelized.
The replacement
Not a new tool. A new operating model.
AI Creators doesn't add to your stack. It replaces the fragmented, manual process underneath it.
Freelance video editor
Video Editor Performer
Social media manager
Copywriter + Scheduler Performer
Content strategist
Researcher + Analyst Performer
Project management tools
Live Kanban board (built-in)
Manual approval email chains
Approval gates in the workflow
Separate tools for each task
One brief → system handles the rest
Connections
How AI Creators fits the system
AI Creators sits at the center of the Bupple platform — pulling from every input and routing to every output.
AI Storage
Performers pull footage, images, and audio for production tasks
AI Prism
Performers generate media assets as part of task execution
Chat Spaces
Hand off research or strategy briefs directly to AI Creators
Scheduler
Finished content routes directly to the publishing calendar
Hours, not weeks
A full 30-post monthly content calendar produced in a single automated run.
13 platforms
Every piece of content routed, captioned, and scheduled across every major platform.
Always on-brand
Brand Intelligence applied to every Performer output — automatically, every time.
FAQ
Common questions
Can I trust AI to publish without human review?
You control exactly where humans step in. Add an approval gate before any publishing step and AI pauses, notifies you, and waits. You can also set specific content types to auto-publish — great for evergreen posts you've pre-approved. Full control, not full automation by default.
Can I build custom agents for my specific workflow?
Yes. Define a custom Performer with its own system prompt, tool access, and persona. Custom agents are reusable across briefs and can be installed from the marketplace or built from scratch. Advanced teams can connect external tools and APIs.
How does AI Creators learn my brand voice?
AI Creators pulls from Brand Intelligence — a layer that stores your tone, visual identity, past top-performing content, and editing preferences. Every Performer references this before generating output. Over time, outputs get closer to what you'd produce manually.
What happens if I want to change a task midway?
You can intervene at any point from the Kanban board. Pause a running task, edit the brief, redirect a Performer to a different goal, or cancel a task entirely. Human control is always available — not just at the start and end.
How does billing work for agent task runs?
AI Creator runs consume Bupple credits based on the models and tools each Performer uses. You can see credit usage per task in the Kanban board and set budget caps per brief to prevent overruns.
The Platform
Everything works together.
Your next content team is AI-native.
Submit your first brief in minutes. See what autonomous production actually feels like.
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