AccueilAI Use-Case Library › AI in marketing and creative production: 24 real deployments

AI in marketing and creative production: 24 real deployments

Generative content, ad optimisation and the brands rewriting for AI answers.

24deployments
18in production or with results
10with a reported outcome
2halted or reversed
Aug 30, 2026last updated

Marketing was the first budget to fund generative AI and the first to over-automate. These deployments cover asset generation at brand scale, automated campaign systems, GEO rewrites and the creative features platforms pulled after backlash.

Media & Entertainment 6 deployments

Wrtn

OOC AI entertainment platform deployed in North America generating interactive AI content for users

Reported: $7.2M in monthly revenue within three months of May 2026 launch

Results reported Aug 25, 2026 Source: 933thedrive.com
ByteDance

Deploying Seedance AI video and Seedream AI image generation models across TikTok, CapCut and Dreamina

In production Aug 18, 2026 Seedance, Seedream Source: cgtn.com
Netflix

Netflix uses generative AI primarily for post-production work including visual effects, animation and pre-visualization.

Reported: Netflix disclosed that roughly 300 titles used generative AI during 2026.

Results reported Jul 16, 2026 Source: The Verge
Warner Bros. Discovery

Warner Bros. Discovery rebuilt its ad-tech stack around agentic AI on AWS, with agents handling media planning, dynamic forecasting, real-time optimization and closed-loop measurement across its inventory, and a unified media planning tool slated for Q3.

In production Jun 18, 2026 Source: Marketing Dive
Pinterest

Pinterest runs AI-powered Performance+ ad campaigns in production at scale across its advertiser base.

Reported: Performance+ campaigns account for ~30% of lower-funnel revenue; adopters grew lower-funnel spend at nearly twice the rate of non-adopters; first $1B quarter (+18% YoY)

Results reported May 5, 2026 Performance+ Source: CNBC
Netflix

Netflix is redesigning its mobile app around a full-screen vertical video feed and will use generative AI to surface clip recommendations.

Announced Apr 17, 2026 Source: TechCrunch

Software & Tech 5 deployments

Alibaba

Deployed Wan3.0 video generation model on Alibaba Cloud Model Studio and Qwen Cloud, generating 30-second single-pass clips from text, images, audio, video, and structured documents including PDFs and spreadsheets

In production Aug 24, 2026 Wan3.0 Source: reuters.com
Reddit

Running limited experiment converting selected English-language text posts and top comments into short-form videos with AI-narrated voiceovers and synced on-screen text, exposed as a Play mode alongside the standard Read view on web, iOS and Android

Pilot Aug 17, 2026 Source: engadget.com
xAI

deployed Grok Imagine Image 2.0 as the default Quality Mode on grok.com/imagine and iOS/Android apps, adding magic-wand region edits, multi-reference generation with up to five input images, smart resize across nine aspect ratios, and workflow templates

Reported: ranks second on both Arena text-to-image (1,320) and image-editing (1,439) leaderboards

Results reported Aug 8, 2026 Source: unite.ai
Google

Google paused Google Earth's generative image feature after users produced policy-violating synthetic satellite imagery and investigators raised verification concerns.

Halted / reversed Jul 31, 2026 Google Earth Create Image Source: NPR
Meta

Meta discontinued an Instagram feature that generated AI images from mentions of public accounts after objections over default use of people's likenesses.

Reported: The feature was reversed days after launch following objections from CAA, SAG-AFTRA and Public Citizen.

Halted / reversed Jul 10, 2026 Muse Image Source: Variety

Retail & E-commerce 4 deployments

Walmart

updating website so products rank highly in ChatGPT and Gemini answers while resisting agentic checkout that would hand customer data to AI platforms

In production Aug 7, 2026 Source: reuters.com
HP, Circle K, AB InBev and Getnet by Santander

HP, Circle K, AB InBev and Getnet by Santander are early private-preview customers of Databricks' CustomerLake agentic customer data platform, which replaces one-off batch campaigns with continuous AI-driven personalization loops.

Pilot Jun 17, 2026 Databricks CustomerLake Source: Databricks
Amazon

Amazon's shopping app now displays AI-generated images of fictional products below search autocomplete suggestions, meant to guide shoppers who cannot articulate product terminology toward real inventory matches.

In production Jun 3, 2026 Source: TechCrunch
Adidas, American Express, LVMH, Hearst, Ulta

Adidas, American Express, LVMH, Hearst, and Ulta use Bluefish, which processes millions of prompts daily across ChatGPT, Gemini, Claude, Perplexity, and Amazon Rufus, to monitor and influence how their brands appear in AI answers.

In production Apr 14, 2026 Bluefish Source: Adweek

CPG & Food 3 deployments

L'Oreal

L'Oreal's CreAItech generative AI platform produces marketing assets, and a new OpenAI deal extends GPT models across content, commerce and discovery, including bringing Maybelline's ModiFace virtual try-on into ChatGPT and feeding up-to-date product data directly to OpenAI.

Reported: Production costs cut 40%; 50,000 marketing assets crafted.

Results reported Jun 19, 2026 CreAItech, ChatGPT, ModiFace Source: Digiday
Coca-Cola

Coca-Cola is tying creator and media spend to revenue with AI-stitched identity graphs to prove marketing value to the C-suite.

In production May 12, 2026 Source: Ad Age
Hershey

Hershey rolled out an in-house AI that ingests hundreds of thousands of marketing inputs to drive marketing and decision-making, insourcing the analytics layer.

In production May 11, 2026 Source: FoodNavigator-USA

Banking & Finance 2 deployments

Klarna

Klarna uses AI for marketing cost savings and to overhaul creative processes, and after over-automating in places is now rebuilding human expertise.

Reported: $10M in marketing savings; image development cut from 6 weeks to 7 days.

Results reported May 12, 2026 Source: Digiday
Experian

Experian is the alpha launch partner for Snapchat's AI Sponsored Snaps, deploying a brand AI agent inside the Chat tab that handles end-to-end consumer conversations.

Reported: 22% conversion lift over standard Sponsored Snaps (early data)

Pilot Apr 28, 2026 AI Sponsored Snaps Source: TechCrunch

Manufacturing 1 deployment

D'Addario

Used Suno Studio AI to generate the music track in its NYXL HD guitar strings product demo video

In production Aug 11, 2026 Suno Studio Source: musicradar.com

Marketing & Advertising 1 deployment

Snap

Snap operates AI-powered Smart Campaigns to automate advertising delivery and optimization.

Reported: Snap reported a 56% platform-wide conversion lift from Smart Campaigns in Q2 2026.

Results reported Aug 3, 2026 Smart Campaigns Source: CNBC

Gaming 1 deployment

Roblox

Roblox embedded a text-to-game generator in its mobile app so users can create basic playable experiences from natural-language prompts.

Reported: The feature enters a consumer product used by roughly 80 million daily active users.

In production Jul 16, 2026 Build Source: The Verge

Nonprofit 1 deployment

MAGA Kentucky (PAC)

Pro-Trump PAC MAGA Kentucky deployed an AI-generated attack video depicting Rep. Thomas Massie in a fabricated romantic scenario, synthesizing voices and images the congressman never produced.

In production May 25, 2026 Source: Salon

Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.