AI infrastructure for humans and their agents.
Products where your expertise compounds, not commoditizes.
First Product
StoryFramePrivate Beta
Opportunity Intelligence for the Agent Economy.
A dual-surface AI platform: a human interface for founders and an agent-discoverable API for the AI ecosystem. StoryFrame maps personal narratives to emerging market gaps and scores founder-market fit across multiple dimensions.
For Founders
A guided interface that ingests your background, identifies patterns across professional and personal domains, and surfaces opportunities where your specific experience gives you an edge. Built on inference-first architecture for depth, not speed.
For AI Agents
An agent-discoverable API that exposes opportunity intelligence to the broader AI ecosystem. External agents can query StoryFrame for real-time signal matching, founder-market fit analysis, and structured opportunity data with no signup required.
The Market
Millions build on instinct. AI agents have no signal layer.
Founder Gap
Millions are choosing or being pushed toward building something of their own. Most have no data to decide what to build. Validation tools ask “is this viable?” but never “are you the right person to build this?”
Agent Gap
AI agents are proliferating but operate without market context. They can execute but have no signal layer to inform what's worth executing on.
Tool Gap
Today's tools help you build faster. None help you build the right thing. And none serve AI agents as customers.
About
Upstreamly
Upstreamly AI LLC is a software company building opportunity intelligence infrastructure. We're based in Austin, Texas and focused on the intersection of frontier AI and human expertise, where intelligence compounds rather than commoditizes.
Our products are inference-first, built on multi-agent architecture from day one. Every system we ship treats AI agents as first-class users alongside humans. StoryFrame is our first product; more are on the way.