Visual AI Pipeline Builder

AI content pipelines. Built without code.

Build reusable AI content pipelines on one canvas. Chain 100+ AI models with 60+ media operations, and batch a whole spreadsheet through a single run.

faktry AI content pipeline builder with a visual node editor

One pipeline, built once, run forever

Most AI tools give you one box, one prompt, one result. A content pipeline is different: you connect the steps once - generate, upscale, resize, watermark, export - and the whole chain runs on demand, on one file or on five hundred. Everything on this page is a node you drag onto a canvas, and every pipeline you build is saved, versioned by its run history, and reusable the next time the same job comes around. 

Text Prompt

"A healthy meal plate with green vegetables, fruits, whole grains, clean eating concept..."

Flux 2 Pro
Steps25
Guidance4.5
Generated meal

result_flux_01.png

Resize
Format: 9:16 (Stories)
Resize
Format: 1:1 (Post)
Watermark
Logo: brand_white.png
Img2Video
ModelVeo 3.1
Generating
Pipeline: Social Media Campaign V2 | ID: #8821-XF
Execution in progress

Everything You Need to Build Content Pipelines

From AI generation to media processing - all in one visual pipeline you build once and reuse forever.

Building the pipeline

1.

Visual Pipeline Builder

Drag and drop nodes onto a canvas in our node-based visual editor, connect inputs to outputs, and build your content pipeline visually. No code required.

Input

12 files

Flux 2

1024 x 1024

Resize

9:16

Watermark

brand.png

2.

Workflow Agent

Describe the pipeline you want and the built-in agent finds the right operations, adds the nodes, connects them, sets the models and lays out the canvas. It proposes a plan first, and you can edit everything it builds by hand.

One finished image per row of my product CSV.

Add Data node

Add image model

Wire @name into the prompt

Data

200 rows

Nano Banana 2

@name

Output

library

3.

100+ AI Models

Flux 3, Sora 2, Veo 3.1, Kling, Seedance, Nano Banana 2, GPT Image 2.5, Whisper, ElevenLabs and more - every model on the platform is a node.

AI Model100+
  • Flux 2
  • Nano Banana 2
  • Sora 2
  • Veo 3.1
  • ElevenLabs
  • OpenAI TTS

4.

60+ Media Operations

Resize, convert, watermark, upscale, remove backgrounds, trim, merge, transcribe, extract audio, split PDFs - the full toolset, all as pipeline nodes.

Resize

1080p

Watermark

logo

Upscale

4x

Export

mp4

120 files1 / 4

Running it at scale

  • Data Node: Spreadsheet In, Content Out

    Paste a CSV or type a table straight onto the canvas, then reference any column as @column inside a prompt or parameter. The pipeline runs once per row, so 200 product rows become 200 finished assets.

  • Batch Processing Without a Loop Node

    Point an input node at 100 files and the pipeline runs 100 times automatically. Steps above the batch are computed once and reused, so you never pay to regenerate the same asset twice.

  • Run, Monitor & Cancel

    Execute with one click and watch it live: which node is running, which iteration of the batch it is on, results appearing per node, and a cancel button that actually stops the run.

  • Execution History

    Every run is tracked with status, duration and steps completed. Each node keeps its past outputs, so you can compare results across runs and see exactly which step failed and why.

Node Library

125+ specialized nodes for AI generation, media processing, data-driven batching and pipeline control.

Input

Feed your pipeline with files from your library, uploads, URLs or plain text. Select several files and the whole pipeline repeats for each one.

  • File upload with type detection
  • URL-based input
  • Text prompt input

Data

A table on the canvas. Type rows by hand or paste a CSV, then inject any @column into the prompts and parameters downstream. One row in, one result out, for as many rows as you have.

  • Paste or import CSV
  • @column injection into any field
  • One pipeline run per row

AI Models

Generate, edit, enhance, transcribe and analyze content with 100+ AI models from leading providers.

  • Image generation & editing (40+ ops)
  • Video generation & editing (45+ ops)
  • TTS, transcription, voice cloning
  • Vision analysis & background removal

Media Operations

Process and transform media with a comprehensive set of format, editing and export tools.

  • Resize, crop, convert formats
  • Watermark, collage, effects
  • Trim, merge, extract audio
  • GIF preview, export frames

Flow Control

Shape how the pipeline runs. Insert deliberate delays between rate-limited AI calls, and annotate the canvas so the pipeline still makes sense in six months.

  • Pause - delay between steps
  • Note - annotate the canvas

Output

Define what comes out of your pipeline. A single output node accepts every branch, and results land in your content library automatically.

  • Multi-input workflow output
  • Results saved to your library

Supported Formats

Work with all major media formats across your entire pipeline.

  • JPG, PNG, WebP, GIF, SVG
  • MP4, MOV, AVI, WebM
  • MP3, WAV, OGG, FLAC
  • PDF, DOCX, HTML

Every Model, as a Node

The same models you would use one at a time, wired into a pipeline that runs them in sequence.

Generation, editing, inpainting, upscaling and background removal.

Pipeline Examples

Real pipelines built with real nodes. Build yours once, run it a thousand times.

Social Media Content

Generate an AI image, resize to 9:16, 1:1 and 16:9, add a watermark, export every format - one run, one output node collecting all three branches.

  • AI image generation
  • Multi-format resize
  • Batch export

Product Photo Enhancement

Upload product photos, remove the background, upscale, generate AI variations, export. Select 100 photos on the input node and the same pipeline handles all of them.

  • Background removal
  • AI upscale
  • Variation generation

Catalog from a Spreadsheet

Paste a CSV of products, reference @name and @style in the prompt, and the pipeline generates, resizes and watermarks one finished asset per row. 200 rows, 200 assets, one click.

  • CSV import
  • @column prompts
  • One run per row

Let the Agent Build It

Describe the pipeline in a sentence and the workflow agent finds the operations, adds the nodes, connects them and sets the models. Review the plan, then run it or rearrange it yourself.

  • Describe it in plain language
  • Approve the plan first
  • Fully editable afterwards

Video Content Creator

Generate images, turn them into video with Veo 3.1 or Sora 2, add TTS narration, merge and export the finished clip - all in one pipeline.

  • AI video generation
  • Text-to-speech audio
  • End-to-end automation

Audio Pipeline

Upload a recording, transcribe it with Whisper, generate a summary as speech, mix and export. Add a Pause node between AI calls to stay inside provider rate limits.

  • AI transcription
  • TTS generation
  • Audio mixing

Built for Serious Content Production

A pipeline engine that combines the best AI models with professional media tools. Build it once, reuse it forever.

  • 01125+ nodes across AI, media, data and control categories
  • 02100+ AI models from OpenAI, Google, ByteDance, BFL, Alibaba, ElevenLabs
  • 03Image, video, audio and PDF processing in a single pipeline
  • 04Data-driven batching from a CSV, with @column injection into any parameter
  • 05A workflow agent that builds and wires the graph from a description
  • 06Connections type-checked as you draw them, so broken pipelines never run
  • 07Credit cost estimated before the run starts, across every batch iteration
  • 08Autosave, validation, JSON export/import and full execution history

Image

  • Generate & edit (40+ ops)
  • Inpaint & outpaint
  • Upscale & remove background
  • Resize, convert, watermark

Video

  • Generate & edit (45+ ops)
  • Trim, merge, loop
  • Extract audio & frames
  • Subtitles, stabilize, upscale

Audio

  • Transcribe (Whisper, Scribe)
  • TTS (OpenAI, ElevenLabs)
  • Voice cloning & music
  • Mix, trim, convert

Data & Control

  • Data table with CSV import
  • Pause between steps
  • Notes on the canvas
  • PDF merge, split, extract

Frequently Asked Questions

Still have questions?
  • A node-based visual workflow: a chain of processing steps - called nodes - that you connect together. Each node does one job: generate an image, upscale it, resize it, add a watermark, export it. Connect them once, and reuse the pipeline as many times as you want.

Ready to Build Your First Pipeline?

Build it once. Reuse it forever. Save hours on every run.

Get Started Now

Free credits to try us

  • 100 credits included
  • All 125+ node types
  • Batch processing included
  • Workflow agent included