From Automation to AI Sales Systems

We started by connecting infrastructure. We ended up building an autonomous outbound engine.

Where It Started

At first we focused on connecting the core infrastructure businesses rely on — websites, CRMs, lead routing, and workflow automation.

But another pattern quickly emerged.

Outbound sales — the engine of growth for many companies — was still painfully manual.

Founders and sales teams were spending hours:

  • Searching for prospects
  • Researching companies
  • Writing outreach messages
  • Following up manually

Even with modern tools, most outbound systems still required multiple disconnected platforms.

So we built something different.

The StreamOps AI SDR

StreamOps runs outbound as a connected system.

Instead of relying on lists and templates, the platform monitors signals that indicate when companies may be ready to buy.

Signal examples

Hiring sales roles
Company growth signals
New funding
Leadership changes

When a signal appears, the system automatically:

Identifies potential prospects
Researches the company and context
Writes personalized outreach
Starts a conversation
Manages replies and follow-ups

Sales teams stay in control — approving outreach and conversations — while the system handles the heavy lifting.

The result is a more consistent pipeline without the overhead of building large outbound teams.

Built From Real Systems

StreamOps isn't theory.

The platform grew out of real systems built for real companies over years of work in:

CRM architecture
Sales automation
AI-assisted research
Outbound sales infrastructure
Lead capture and routing
Signal-based prospect discovery

The goal was never to create another sales tool.

It was to build a system that makes outbound work the way it always should have.

What We're Building

StreamOps started with an AI SDR.

But the long-term vision is broader.

Sales teams rely on many manual workflows beyond prospecting — proposals, deal intelligence, buyer engagement, and more.

Our goal is to build AI workers that automate the entire revenue workflow, starting with outbound.

AI SDRLive
Proposal AIBeta
AI Lead ResearcherComing soon
AI Marketing AgentComing soon

Founder-Led

StreamOps is built by builders.

We believe the best products come from people who have spent years solving the same problems manually before automating them.

The company remains founder-led and product-focused.

No buzzwords. No theoretical frameworks. Just systems that work.

Filip Markovic

Founder, StreamOps

Builder of CRM platforms, automation systems, and AI-driven outbound tools. Focused on designing systems that help businesses generate pipeline without manual overhead.

Try the System

If you're curious how the StreamOps AI SDR works, the easiest way to understand it is to see it in action. Run a pilot and watch the system generate real conversations with potential customers.

Start an AI SDR Pilot