Why we built BeyondBeings: the gaps 5 years in media made obvious
BeyondBeings exists because the founder spent four to five years inside the media and content space producing editorial graphics the hard way — and at some point it stopped being possible to look at the workflow without seeing the gaps it left.
This is the story of those gaps, and why an agentic pipeline turned out to be the right shape of answer.
The hours that disappeared into research
The first gap was research. Every editorial post starts somewhere — a story you want to tell, a launch you want to break down, a moment you want to react to. The gap between “I want to cover this” and “I have a defensible angle” was usually two hours of browser tabs.
Bloomberg for the business framing. The original press release for the facts. Three competitor accounts to see if the angle was saturated. The company's own blog. A Substack from someone with domain depth. Notes scrawled in Apple Notes, then in Notion, then back to Apple Notes because Notion was too slow.
And research wasn't even the work. It was the setup for the work. Every editorial post we produced started with two hours of pre-production before we could even open Photoshop.
The hours that disappeared into Photoshop
The second gap was design. Once we had the angle, we had to turn it into a visual. That meant a separate workflow: find or generate a photograph (stock libraries, or Midjourney by the time it became viable around 2023), composite the title overlay manually, pick the typography, calibrate the color hierarchy, make sure the headline didn't crop the subject's face.
Photoshop is a remarkable tool. It also takes years to master. The kind of editorial design judgment that top publications hire for — knowing where the headline sits, knowing when a photograph is editorially strong, knowing which typographic weight reads as authority — those are skills that pay six figures to acquire and don't transfer easily to anyone else on a small team.
We could either become editorial designers ourselves, or hire one. Both paths added years.
The skill gap that kept most people out
The third gap was the broader observation: the editorial carousel format had clearly become the dominant content shape on Instagram — @wealth, @wasted, @ladbible, and a handful of other accounts had proven it — but the gap between “the format that wins” and “the format I can produce daily” was enormous.
The accounts at the top had production teams. Researchers. Designers. Copywriters. Editors. Most aspiring editorial pages had a single person, a Canva subscription, and the ambition to ship a carousel a day. The gap between those two realities — newsroom-grade output without newsroom resources — was the real bottleneck.
That gap wasn't solvable by being smarter or working harder. The math didn't add up: a single person can't produce four newsroom roles' worth of work per post and sustain it for years.
The moment agents made sense
By late 2024 the underlying models had matured enough that the math started to change. Image models could produce editorial-quality output. LLMs could write competent headlines. The question was whether you could put them together in a way that owned the workflow, not just accelerated steps inside it.
The wrong answer was building an AI tool — yet another prompt box people would have to operate. We'd already spent years operating tools; the bottleneck was never the speed of any individual tool, it was the workflow of stitching them together. A faster Midjourney wouldn't have changed our lives.
The right answer turned out to be an agentic pipeline — four agents, each owning a real stage of the workflow, each making decisions across that stage. Research agents that pick the angle. Headline agents that write with editorial judgment. Design agents that route across multiple image models — Nano Banana Pro, GPT Image 2, FLUX 2 Pro — choosing per slide. Engagement agents that finish the post.
The shift in the user's experience: the work moved from production to direction. You pick the topic; the agents do the rest. The four-tool workflow collapses into minutes.
What we built it to be
BeyondBeings is one of the firstplatforms built specifically to produce editorial reporting graphics end-to-end, and the first to do it agentically. That's the bet: the editorial carousel format is the load-bearing content shape on Instagram for the foreseeable future, and an agentic pipeline is the only way to make newsroom-grade output achievable for anyone who isn't a newsroom.
The platform is the team we wished existed when we were spending two hours every morning juggling research tabs and Photoshop layers. It's the platform any editorial creator — solo, agency, newsroom, brand team — can direct instead of operate.
The gaps were the thesis. The agents are the answer.
If you want to feel the difference
The fastest way to understand any agentic system is to use it. Open the Content Terminal and direct the agents on a topic of your own. Or read the About page for the long-form positioning, and How it works for the four-agent pipeline in detail.