What Does a Generative AI Consultant Do? (And When to Hire One)

Every brand I talk to is somewhere on the same curve. They have seen AI content that stopped them mid-scroll, they have tried a few prompts themselves, and the gap between those two experiences is exactly where a generative AI consultant earns their keep.

I have spent the last few years on both sides of that gap: as a creator with 1.2M+ followers on Meta AI publishing AI content daily, and as the consultant brands like Rocket.new, MailModo, Dualite, and Tars call when they want AI content done right. This is the honest version of what the job is.

The actual job description

A generative AI consultant takes a brand from "we should be doing something with AI content" to shipped, performing assets. In practice the work breaks into four lanes:

• +AI video production. Product ads, SaaS performance ads, launch films, micro-drama series, real estate walkthroughs. No shoot, no crew, no studio day rate. Every video in my showcase was generated end to end.
• +AI UGC and creator-style content. The ad that does not look like an ad. Avatars, voiceovers, and scripts engineered for the feed they will live in.
• +AI image systems. Product shots, campaign visuals, and brand-consistent image pipelines instead of one-off generations.
• +Agentic content automation. Engines that script, render, and publish on autopilot. This is where the compounding happens: the deliverable is not a video, it is a machine that makes videos.

The throughline: a generative AI consultant is accountable for outputs that perform, not for slideware about "AI transformation."

What separates a good one from a prompt jockey

The tools are accessible to everyone, which is exactly why the bar is judgment, not access. When you evaluate a generative AI consultant, look for three things:

1. 01A public portfolio of shipped work, not demos. If they cannot show you finished ads, series, and campaigns, they have not hit the hard 20 percent of the craft.
2. 02Model fluency across the stack. The right answer changes monthly across Seedance, Kling, Veo, ElevenLabs, Ideogram, and whatever ships next week. Tool religion is a red flag.
3. 03Distribution instincts. Content that performs is a growth problem, not just a generation problem. Ask what they would do after the asset exists.

I would add a fourth: skin in the game. I publish AI content to my own audience every single day. When a consultant's own channels run on the systems they sell, the advice gets a lot more honest.

What it costs and how engagements work

Most generative AI consulting falls into three shapes:

• +Project-based. A defined campaign or asset package: a launch film, a batch of product ads, a UGC series. Scoped, priced, shipped.
• +Retainer. Ongoing content production plus the strategy layer: what to make, where to publish, what to kill.
• +Systems builds. One-time builds of automation engines your team runs afterward. Highest leverage, highest price.

I keep rates on request because the honest answer depends on volume, usage rights, and how much of the system you want to own. What I commit to publicly: tell me the brand, the goal, and the timeline, and you get a concept and a number within 48 hours.

When you should NOT hire one

A generative AI consultant is the wrong purchase if:

• +You have no distribution. If nobody sees the content, better content will not save you. Fix the channel first.
• +You want a one-off logo or a single image. Use a tool, not a consultant.
• +You expect AI to replace having a point of view. AI scales a message; it does not invent one.

When it is exactly the right call

Hire one when the math works: when a shoot would cost more than the campaign budget, when you need ten creative variants instead of one, when your team burns weeks on content a system could ship nightly, or when you have watched competitors flood the feed with AI-made ads and you cannot tell how.

That last one is most of my inbound, and it is fixable in weeks, not quarters.

How I work, specifically

I am Gaurav Singh Bisen, The PMF Guy. Ex-YC founder, four startups, currently building Masonry AI, an AI creative agent born out of everything this work has taught me. The consulting practice and the creator practice feed each other: brands get pipelines battle-tested on my own 1.2M+ follower audience, and my audience gets content made with production-grade discipline.

If you want the portfolio first, start with the AI video showcase or the media kit. If you already know what you want to make, book a collab and you will have a pre-written pitch in your Gmail drafts in under a minute.