Building an AI-Native "Operating System" for Revenue Teams

Somar Asad — Tue, 02 Dec 2025 10:17:21 +0000

Hey everyone,

I'm Somar. I've spent the last few years obsessed with a specific problem: why modern sales teams are drowning in "admin work" instead of selling.

I'm currently building Nobleman AI (nobleman.ai).

We are taking a different architectural approach than the incumbents. Instead of bolting AI onto a legacy database, we are building an AI-Native orchestration layer from day one.

The Core Philosophy:\
We believe the future isn't about "managing" sales reps; it's about automating the cognitive friction that slows them down. This is called Revenue Orchestration.

The Tech Stack:\
We are betting big on a serverless-first architecture to handle high-volume real-time audio analysis without breaking the bank:

Frontend: Next.js (React)
Core: Node.js / Express
Data: MongoDB Atlas (for flexibility) + AWS S3/Athena (for the data lake)
Infra: AWS CDK (Infrastructure as Code)

I'm currently documenting our architectural decisions publicly on GitHub. We aren't open-source, but we are "open-process."

You can check out the engineering manifesto here:\
👉 github.com/nobleman-ai

I'd love to connect with other founders building in the high-velocity B2B space.

Cheers,\
Somar

DEV Community: Somar Asad

Building an AI-Native "Operating System" for Revenue Teams

Hey everyone,