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Exploring AI Video Tools: What the New Haleo Model Can (and Can’t) Do

July 29, 2025|By Brantley Davidson|Founder
AI & Automation
5 min read
The new Haleo AI video model offers long prompt context handling and high-quality clips, but still requires editing for full-length videos. Integrating Haleo into a workflow with prompt engineering and traditional editing delivers the best results.

The latest Haleo AI video model offers significant improvements in quality and context handling. Here's a practical look at how it performs, where it falls short, and how you can use it effectively in business and marketing.

Exploring AI Video Tools: What the New Haleo Model Can (and Can’t) Do

Table of Contents

The latest Haleo AI video model offers significant improvements in quality and context handling. Here's a practical look at how it performs, where it falls short, and how you can use it effectively in business and marketing.

Real-World Review of AI Video Tools

AI video tools are rapidly evolving, and the new Haleo model is a fresh entry worth reviewing. In this article, we look at hands-on experience with Haleo, explore what's possible today, and share practical tips for integrating it into your workflow. Whether you're in marketing, design, or product, understanding the limits—and the power—of tools like Haleo can help you level up your content creation game.

The latest Haleo model is especially strong in supporting longer video prompts. But is it ready for prime time in business use? Let's walk through how it performed using a real-life test: building a 15-second ad spot and evaluating if the model could deliver a cohesive, polished video ready for digital campaigns. Crafting a Strong AI Video Strategy

Before diving into prompt writing or video generation, it’s essential to create a clear AI video strategy. Shelby’s approach combines prompt engineering, model selection, and final editing to produce usable content. Key components include:

Writing the Prompt

Use tools like ChatGPT to draft highly detailed prompts including visual direction, character details, transitions, and themes. For instance, Shelby used the prompt: “Make a 15-second ad for HubSpot’s customer agent, directed like a James Cameron film.” This gave enough creative structure for a rich storyboard, even if the video generation tools couldn’t fully interpret it all in one go.

Choosing the Right Model

AI video models vary in capability. Some, like Haleo, accept longer prompts and offer better context retention. Others may only generate short clips. Match the model to your task—some are better for single-scene renders; for multi-scene ads, you’ll likely need to stitch clips together.

Working with the Haleo AI Video Model

The Haleo model shines in a few areas: prompt context capacity, output quality, and stylistic flexibility. Shelby’s test involved inputting the full ChatGPT-generated prompt, which Haleo successfully accepted—something many competing tools can’t do yet.

Once submitted, Haleo generated a series of clips featuring underwater scenes, hub-themed creatures, and dramatic panning shots. While visually rich, the clips were limited in length—generally around 6–8 seconds. This is good for quick bursts of content, but users still need editing skills to compile them into longer, cohesive videos.

// Sample breakdown of an AI video workflow
const prompt = generatePrompt("15-second ad for HubSpot");
const clips = haleo.render(prompt);
const finalVideo = stitchClips(clips);
export(finalVideo);
Pros: Long prompt input, above-average clip quality.

Cons: Limited to short segments, editing required for longer videos. Why Editing Still Matters in AI Video Creation

Despite rapid improvements, end-to-end AI video creation still demands traditional editing tools. Shelby emphasizes that while AI can generate impressive visuals, stitching them into a compelling story requires: Script chunking into 2–8 second segments Consistent character and style prompts across segments Use of tools like Adobe Premiere or Final Cut Pro for joining scenes Adding transitions, effects, and sound design

This editing requirement is what separates a rough draft from a usable, campaign-ready asset. With time saved from production shoots, businesses can afford to shift focus toward high-quality editing and outputs that resonate with audiences. Why Use AI Video? Time and Cost Efficiency

One major advantage of AI video tools is cost reduction. Traditional shoots involving crews, locations, and actors are expensive and time-consuming. AI video tools reduce these needs drastically and enable creative experimentation without large budgets.

However, Shelby warns: if you’re not already familiar with video workflows, you’ll face a learning curve. Tools like Google’s VideoFX (VO3) can generate clips, but the real magic happens in how you assemble them. For example, generating a series of 6-second clips and compiling them with proper branding and story flow gives you a dynamic, shareable ad at a fraction of the cost.

Bottom line: if you’re technically savvy and have access to [ AI video editing , AI video tools can significantly cut down production time without sacrificing quality—assuming you’re ready to do the stitching yourself.

Looking Ahead: What’s Next for AI Video

Haleo and similar AI video models are improving fast. Shelby suggests that with the right setup—a custom GPT to generate scripts and a reliable video editor—you can build a content engine suitable for ads, explainers, or even viral entertainment (like the CAT Olympics video, which stitched together short clips of cats doing Olympic dives).

In the future, we might see tools that handle scene stitching automatically, support full-length scripts, and insert consistent characters without extra input. Until then, AI video creation is a hybrid process. The machine helps you start, but the human still needs to finish.

For best results, aim to: Master prompt writing Break down scripts by scene Stay consistent with visual style and tone across clips Use editing tools for final assembly

AI video tools are here, they’re powerful—but they still need your creative direction to shine.

Conclusion: Using AI Video Tools Effectively

AI video tools like Haleo hold promise for marketers and creators looking to drive down costs and save time. Though not yet fully plug-and-play, they’re capable of generating high-quality clips with the right inputs. For now, using AI models paired with precise scripting and skilled editing is the best path toward creating compelling content.

As you explore the growing world of AI video tools, remember: strategy, prompt quality, and editing make all the difference.

Brantley Davidson

Brantley Davidson

Founder

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