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Serro (Early Access)
Temporal knowledge graphs for fast moving engineering teams
Teams are coding faster than ever, and context sharing has become a real bottleneck. Serro serves fast-paced engineering teams by helping them start harnessing the power of their temporal techno-organizational knowledge graphs. Meetings to prompts. Code to reports. Proactive context, automated rollups, and a 10x ROI on coordination overhead. Join our waitlist to lock in an early-bird discount.
Hey everyone, thanks for checking out Serro. We’re excited to share early access with PH today.
Everyone who signs up in the next 24 hours earns a life-time Early Adopter badge on our platform and you'll get to lock in a 50% discount for your company on the first year pricing regardless of the plan or size of team. If you're pre-funding, please leave a comment - I'll be happy to arrange a special startup discount for you :)
A little bit of context about why I started Serro:
Before Serro, I spent five years at Apple Ops building a data platform that processes production data for every Apple device across thousands of factory lines worldwide. It was deep, high-scale engineering—the kind of work I used to daydream about as a self-taught developer. Going from teaching myself to code → to Apple → to leading teams there was honestly a once-in-a-lifetime experience.
But when I moved from IC onto the management track, I immediately saw something that changed how I viewed engineering teams.
Only about 10% of middle management was actual decision-making. The other 90% was managing technical communication overhead for the team: summarizing, syncing, translating, and stitching together fragments of information just so everyone could stay aligned.
With AI, this problem has escaped management. It’s now a daily developer problem.
Every engineer is coordinating multiple AI agents while staying aligned with teammates who are all moving 10× faster. The bottleneck in modern teams isn’t execution anymore. It’s awareness. It’s how quickly humans and AI can share, understand, and reason about what matters in real time.
We quickly realized RAG alone isn’t enough. Search helps you find things, but it doesn’t help you understand how they changed, why they changed, or how they relate.
So we've taken inspiration from Git.
Git is a temporal change graph. It shows how systems evolve over time, and that simple idea has held the tech industry together for decades.
Serro applies that same idea to your organization.
We build a temporal knowledge graph that connects goals, decisions, conversations, and code into one living system of understanding.
It’s how we envision AI tools will graduate from interns to real teammates.
Git helped us understand code over time.
Serro helps you understand your organization the same way.
Thanks for being here. Start leveraging your organization's temporal context graph with Serro!
Hey everyone, thanks for checking out Serro. We’re excited to share early access with PH today.
Everyone who signs up in the next 24 hours earns a life-time Early Adopter badge on our platform and you'll get to lock in a 50% discount for your company on the first year pricing regardless of the plan or size of team. If you're pre-funding, please leave a comment - I'll be happy to arrange a special startup discount for you :)
A little bit of context about why I started Serro:
Before Serro, I spent five years at Apple Ops building a data platform that processes production data for every Apple device across thousands of factory lines worldwide. It was deep, high-scale engineering—the kind of work I used to daydream about as a self-taught developer. Going from teaching myself to code → to Apple → to leading teams there was honestly a once-in-a-lifetime experience.
But when I moved from IC onto the management track, I immediately saw something that changed how I viewed engineering teams.
Only about 10% of middle management was actual decision-making. The other 90% was managing technical communication overhead for the team: summarizing, syncing, translating, and stitching together fragments of information just so everyone could stay aligned.
With AI, this problem has escaped management. It’s now a daily developer problem.
Every engineer is coordinating multiple AI agents while staying aligned with teammates who are all moving 10× faster. The bottleneck in modern teams isn’t execution anymore. It’s awareness. It’s how quickly humans and AI can share, understand, and reason about what matters in real time.
We quickly realized RAG alone isn’t enough. Search helps you find things, but it doesn’t help you understand how they changed, why they changed, or how they relate.
So we've taken inspiration from Git.
Git is a temporal change graph. It shows how systems evolve over time, and that simple idea has held the tech industry together for decades.
Serro applies that same idea to your organization.
We build a temporal knowledge graph that connects goals, decisions, conversations, and code into one living system of understanding.
It’s how we envision AI tools will graduate from interns to real teammates.
Git helped us understand code over time.
Serro helps you understand your organization the same way.
Thanks for being here. Start leveraging your organization's temporal context graph with Serro!