In 2017, we founded Artificial Nerds with a clear vision: to improve human-robot interaction. We wanted every person talking to a bot to have a genuinely good experience. Back then, it sounded overly ambitious — but today, with the rise of generative AI, we’re getting much closer to that goal.
From the beginning, we’ve been a bootstrapped startup. We raised a small angel round early on, but everything else has been built through focus, effort, and the efficient use of every single resource.
There’s no room for wasted time or money.
That’s how nerds.ai was born — an enterprise SaaS platform that helps companies scale their communication through channels like WhatsApp and phone calls using AI Agents.
A Team That Builds Fast In 2022, I met Alan — an incredible nerd who joined our team as a QA. But his energy, curiosity, and drive to build quickly led him to become a backend developer, then DevOps engineer, and now a core part of our AI team.
Since then, we’ve tackled many challenges together as a product team.
One of those challenges came from one of our biggest strengths — we were building too fast. Feature releases were constant, development was flying… but something wasn’t working.
The Problem: An Internal Communication Gap We realized a communication gap was growing between the product team and the rest of the company.
(Yes — irresponsibly) we weren’t updating technical documentation or usage manuals at the same pace we were shipping new features.
Operations didn’t always know what had changed. Customer success couldn’t fully leverage new releases. And marketing… well, they found out by accident. We tried to fix it: we formalized documentation processes, created manuals, posted on Canny, and sent out changelogs. But as a small team, it was just too much overhead.
Even with good intentions — it didn’t scale.
We Weren’t the Only Ones We started looking for tools that could help solve this.
Spoiler: we didn’t find one.
The upside? We discovered we weren’t alone.
Other product teams were facing the same problem: rapid shipping cycles with very little cross-team visibility.
That’s when we realized generative AI could be the answer.
What If We Could Automate That Flow? If we could automate the generation of useful, structured content for every team inside a tech company
We wouldn’t just keep documentation updated
We’d be empowering growth, customer success, and internal alignment, all from the same source.
That’s how Roadflow.ai was born.
What Is Roadflow? Roadflow is a platform powered by AI Agents that transforms internal communication and content creation in tech companies.
Instead of relying on manual updates, Roadflow listens to and analyzes product or engineering commits in real time — including screenshots when available — to understand what’s being built.
From there, it automatically generates:
Clear feature descriptions for internal docs and operations. Customer use cases to support success and onboarding. Industry-specific examples for Growth and Marketing teams. All of this — with no manual translation from product to business language.
Roadflow handles it all. Automatically.
What We Hope to Achieve with Roadflow That the product team can focus on building, without worrying about documentation. That ops, customer success, and growth are always aligned, with no bottlenecks. And that companies stop losing value due to poor internal communication. Why We Call It “Roadflow” We named it Roadflow because we believe a startup’s roadmap is not static.
It’s constantly evolving with feedback and the market.
We wanted a tool that made sure that evolution didn’t get stuck in the code,
but instead, flowed across the organization intelligently and continuously.
This is just the beginning.
We’ll keep sharing how we’re building, improving, and validating Roadflow.
Built With
- adk
- gcp
- nuxt
- python
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