MODEL TYPES

Text to Video (T2V)

What is AI Text to Video?

Text to video, often called T2V, is the process of generating a full video clip from a written description using AI. You write the prompt, the model handles camera, lighting, subject motion, and pacing, and you get a clip back. It is the closest thing marketing teams have to typing a storyboard and watching it come out rendered on the other side.

At COEY we build T2V into motion production pipelines for agencies and brands. That means script to clip automation, brand controlled style presets, and workflows that chain T2V together with editing, voice, and music so the output is a usable edit, not a tech demo. Marketing teams use T2V when they need video volume on a timeline that traditional production cannot hit.

How agencies and brands use T2V in production

Below are the four jobs we see AI Text to Video (T2V) doing inside agency and brand content operations right now. Every one of them is wired into workflows COEY has built or consulted on. Some of them we integrated with only to decide they did not make the cut. All of them are repeatable, measurable, and reviewable.

Short-form social video at volume

Turn a content calendar into a queue of short clips for TikTok, Reels, and Shorts. Agencies use T2V to keep social feeds fresh without a weekly shoot day.

Paid video creative variants

Fan one video concept out into dozens of creative variants, each targeted at a different audience or message. Brands use T2V to feed performance media the volume it needs to optimize.

Internal training and explainer content

Produce explainer and training video without a studio booking. Large brands use T2V to keep internal comms current without waiting on in-house video.

Concept test your spot before you shoot it

Render a prompt-level version of a TV or hero video concept so the CMO can react before a single day of production is booked. T2V takes the risk out of the first creative review.

Two ways to run T2V at scale with COEY

COEY is not a SaaS tool and we do not sell seats. We come in one of two ways, and some of our engagements combine both. Pick the mode that fits how your team wants to operate AI Text to Video at scale.

Custom build

We design, build, and hand off a custom T2V pipeline tuned to your brand, your asset library, and your existing marketing stack. Think prompt libraries, brand-controlled model selection, review flows, and the automation wiring that actually puts finished creative in front of your media team on time.

This is the right choice when you need production output now and your team does not have the capacity to build AI infrastructure in-house.

Consulting and enablement

We come in, train your team on the T2V tools and workflows we would otherwise build for you, and leave you with the playbooks to run it yourself. Your creative leads walk out of the engagement knowing which models to reach for, how to prompt them, and how to wire them into your existing review and delivery process.

This is the right choice when you have the talent in-house and you need the fastest path from zero to production-ready AI capability.

Compare T2V models and talk to COEY

COEY compares AI Text to Video (T2V) models side by side on real creative tasks so the model you pick actually holds up in production. See our AI model comparisons hub for head-to-head reviews, and explore the other generative model types we build with: image to video, text to image, image to image.

If you lead marketing at a brand or run an agency and you are evaluating whether T2V belongs in your content stack, talk to COEY. We build the custom system or we train your team to run it themselves.

Text to Video (T2V) Models
  • LTX-2-19b
    January 6, 2026
  • VEO 3.1 T2V
    October 15, 2025
  • Sora 2 Pro T2V
    October 6, 2025
  • Sora 2 T2V
    October 6, 2025
  • Kling 2.5 Turbo T2V
    Kling 2.5 Turbo T2V
    September 25, 2025
  • WAN 2.5 T2V
    WAN 2.5 T2V
    September 24, 2025
  • VEO 3 Fast T2V
    VEO 3 Fast T2V
    September 23, 2025
  • VEO 3 T2V
    VEO 3 T2V
    May 20, 2025
Text to Video (T2V) PROMPTS
  • Pug Robs Store
    Same Prompt Different Models
  • Coffee Burrito
    Same Prompt Different Models
  • COEY Vice
    Same Prompt Different Models
  • How to Be Rich TED Talk
    Same Prompt Different Models