Built in-house
SignalForge
A venture and market-intelligence system that runs an idea through four modes, each testing a different question against live web and macro data rather than a model's best guess.
Market and Demand Intelligence Tool
At a glance
What it does
- Discovery mode surfaces emerging opportunities worth a closer look
- Opportunity Radar scans a defined space for live signals of demand or gaps
- Market Gap Engine tests a specific idea against real market and macro data
- Asymmetry Brief produces a structured brief on where risk and reward are lopsided
- Every mode is grounded in live web data and macro indicators, not training data alone
Inside the build
Built to do the work, not just look the part
A market-intelligence tool built to test real demand against live data, and to tell you when an idea is weak.
SignalForge runs a venture idea through four distinct modes, each testing a different question against live data rather than a model’s best guess. Discovery surfaces emerging opportunities worth a closer look. Opportunity Radar scans a defined space for live signals of demand or gaps. Market Gap Engine tests a specific idea against real market and macro data to see if the gap is actually there. Asymmetry Brief produces a structured read on where the risk and reward are genuinely lopsided.
Built to disagree with you
Most tools built on language models are tuned to sound encouraging. SignalForge is built to do the opposite when the data says so: if the data does not support an idea, the output says that plainly, instead of dressing up a weak case to keep you engaged. Some of this thinking already surfaces publicly through The Asymmetry Brief, our newsletter on where those honest gaps show up.
Built this, want your own?
SignalForge is one of the apps we’ve built in-house. Tell us the market or idea you want tested and we’ll scope a commissioned build around your questions.
Common questions
Will this tell me my idea is good even if it isn’t? No. It’s built specifically to surface when the data does not support an idea, rather than producing encouraging output regardless of what the data shows.
What data does it actually check against? Live web data and macro economic indicators, tested against the specific claim or idea you’re evaluating, not just a language model’s general knowledge.
Is there a public version of this thinking I can read first? Yes, some of it surfaces through The Asymmetry Brief, our newsletter on where genuine market asymmetries show up.
Built this, want your own?
Tell us what you need it to do and we will scope a commissioned build around your process.