What Is a Company Story Engine?

The future of company communications, marketing, and content are "company story engines" that parse a company's own expertise and social proof, and produce stories from it - automatically, and at an expert level.

Fireside is such a system, and as the founder, I'd like to explain what it is and why we built it.

Background

In the old days, a software engineer, R&D scientist, product manager would describe (by hand) what had been built to a marketing person, who would create a series of campaigns (by hand) and share them (by hand) for approval to various stakeholders in product, brand, compliance, sales, and leadership for feedback and (manual) sign-off before publishing.

The result was low, labour-intensive publishing rates of varying effectiveness. Generally there were limits on either cost, volume, or how much tailoring you could do to your audiences. You grew your marketing team, pursued the media, or found another channel.

Automations existed - pre-generated email templates triggered on user actions, for example, but these were lacking too. You still had to find the idea for the story, write it, proof it, encode it into the template, and then set the triggering criteria.

Even today, modern automations don't automate more than ~3 parts of that process, and usually in a simplistic way (firing off a hand-written, hand-approved email at a defined step of user onboarding).

Additionally, LLMs have changed the modern content environment drastically, so companies that want to be competitive need to consider more angles, at a greater scale, than ever before.

The anatomy of a story

At their very core, this is how stories are made:

1. Find an idea — Where do ideas come from? An LLM monitors all of your data and throughput and picks out interesting ideas - according to criteria you provide - from customer feedback, video or call transcripts, metrics, news or social feeds, anything you can think of.
2. Frame the idea — How do you get an idea into an explainable format? These ideas are turned into content according to your narrative, your brand voice, and your strategy. For example, if you're an early-stage company, social proof is vital and brand is weaker, so anything that looks like social proof (customer quotes, user reviews, usage metrics) is great. For a more mature company, it might be more important to be on-brand and differentiate from competitors.
3. Generate the idea — How do you turn an idea into a shareable format? Once the idea is identified, it's formatted for a platform - it might require an accompanying video snippet or image, be limited to 280 characters for X, or carry a professional tone and image for LinkedIn.
4. Quality control, rewrite, approval loop — Quality-control loops run on the drafts. This could include evals on the LLM generation, comparison against legal and compliance bots, scripts to strip out em-dashes, even pinging a human for review.
5. Finalise and export the idea for publishing — The content is rewritten or edited if necessary, then formatted in an API-consumable shape for scheduling and publishing via the chosen channels.
6. Publish, and record that the idea is live — The content is published, whether automatically or with a human in the loop. It's then stored in a reusable format - for later reposting, or as source material for a future "a year ago we promised you X, and we delivered."

You are going to see these content engines popping up everywhere, and Fireside is the first.

Right now, we generate on-brand posts for companies, in their own voice, for LinkedIn, X, SEO page feeds, and internal social media, from common sources such as GitHub/GitLab, Grain, call transcripts, and more.

We add more sources every time we onboard a customer - whatever they need to get their story engine up and running - and we onboard them until they're happy with their content.

Why Fireside?

Noise in the market is going up 1000x. People are already tired of "slop," and it has barely started. Working with LLMs is seductive, and in some ways too easy - everyone is churning out as much as they can. I asked Claude, and he said: "That's not creativity, that's slop masquerading as marketing."

With the decline of traditional media and the increasing noise in many previously productive channels (e.g. LinkedIn), every company needs to own its own story.

Unlike many, I've been fortunate enough to look after a large publishing organisation. I know a few things about how to publish at scale while making sure every story has a point, is interesting, actionable, not repetitive, and uniquely yours.

Back in 2018 we did this with algorithmic content templates, using simple if-then logic that stacked into complex narratives, applying subject-matter expertise to make discerning judgements.

A really simple explanation: if you understand the state a company is in (mature, growth, or startup stage) and find one to three data points alongside that, you can reliably identify its possible future states with around 80% accuracy. LLMs, of course, take what's possible to a whole new level.

For a modern company using Fireside, it's even easier. You know who your audience is. You know what your product does. We can infer the problems that your customers are trying to solve. You bring your own expertise around how you differentiate and how you compete; we can help you scale that across every surface you publish on. We're not here to replace your marketing team, or your budget, or your podcast. We simply help you talk about your work more.

So in a weird way, LLM technology is both the cause of the problem we're solving with Fireside and the solution to it. It's never been possible to do so much work with such a small team; and it's never been as easy to broadcast it, either.

Why now?

I first thought about starting a company built around "synthetic data" back in 2021. At that time you'd have needed a team of 20 people and a few million dollars to do what we can now do with two people and a few thousand. And the market was so far from our conception of what was possible - it still is, in many ways - that it would have been an enormous slog, and frankly I don't think we'd have got there. The game looks very different in 2026. New doors have opened, and everybody knows they need something more.

Every company must be its own broadcaster.

You can't hand it over to ChatGPT and Google anymore. The madness of paying Google to be the top result for your own query is nothing compared to what competitors will do to your LLM results.

With the ongoing evisceration of conventional publishing - Substack and socials, the hollowing-out of traditional media, corporate broadcast taking a higher share of media employment, LLM recommendations - it's more important than ever to have publishing surfaces that you control, and the effort required to stand out and be unique is rising rapidly.

Let us help you

We'll embed with your company for one to three months, working directly with your team and your systems to get you set up with Fireside, publishing stories you're proud of. We'll teach your team the tools and techniques so you can keep evolving after we leave - and you'll have unlimited ongoing support as we improve Fireside itself.