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How we added AI ticket classification in Retool
Problem
The support team handled incoming requests manually. Every ticket had to be reviewed, tagged, and routed before real work could begin
Manual triage
This created delays, inconsistent tagging, and too much repetitive work for the team
AI classification
We added AI inside a Retool workflow to detect intent, assign priority, and suggest the right queue automatically
Impact
Tickets reached the right people faster, triage time dropped, and the team focused more on solving issues instead of sorting them
The workflow stayed the same, only the manual step was removed
š AI works best when it supports existing workflows
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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My creative workflow has changed a lot since I started using AI image generation.
Not because I found the perfect tool, but because I stopped looking for one. This is an honest look at how I move between Gemini, Firefly, and Kittl depending on where I am in a project.
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Isnāt that the dream?
My creative ideas are often technically complex. The gap between what I imagine and what I can build alone used to be the biggest bottleneck in my work
But now, with AI, I can finally spread my wings and fantasize fully š§āāļø
Weāre so lucky to live in this moment with all these slightly crazy technologies right at our fingertips!
I genuinely feel like I'm living my best creative life, having Claude Code as a creative-technical partner. I describe the concept, how it should feel, move, and respond, and it translates that into GSAP timelines, Three.js scenes, and Webflow integrations. Not just code, but structure I can work with
I stay in the creative layer
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Curious, have you already integrated AI into your workflow?
Any interesting setups or tools?
Would love to steal themš
Yes it's crazy what Claude can do. I spent the whole day yesterday trying to create systems that would work for me
Workflow Title: Workflow Title: Concept to Commercial AI Engine
Description:
Concept to Commercial AI Engine is a 4-step premium Morphic workflow that transforms a raw product or brand idea into a broadcast-ready cinematic campaign.
Built for founders, marketers, agencies, and creators, the workflow combines strategy + visuals + motion + final film production in one streamlined system.
The workflow process:
Brand Foundation :
Generates brand DNA, audience positioning, emotional core, moodboard, and archetype visuals.
Visual Storyboard :
Creates campaign concept, messaging, and a connected 5-scene luxury storyboard.
Cinematic Motion System :
Animates scenes into polished motion sequences using cinematic transitions, pacing, and camera movement.
Final Campaign Film :
Adds score, voiceover, sound design, and final ad-film direction for a launch-ready commercial.
This workflow solves a real problem: turning early-stage ideas into premium campaign assets quickly without needing a full creative team.
I tested it using a luxury wearable-tech concept called Aurenza, producing a complete high-end campaign from one input.
Try it with your own brand idea and see it become a full campaign world.
Social Links:
LinkedIn:https://shorturl.at/vX3S8
X: https://rb.gy/hua47d
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