Firth shows what changed around your organization, how strong the evidence is, and what to investigate next. Not another dashboard. Not another alert feed.
Observe → evidence → signal → decide. The console below is what Firth finds.
Illustrative product UI · no customer outcomes claimed
A signal is not a black-box summary. Every claim traces to evidence and source material you can open.
Focused signal
Deployment reliability concern increasing
78%
Evidence strength · ↑ +6pp
5 evidence · 2 sources. Open the trace, verify the source, then decide.
Public conversations that may matter. Optional capability, not the product category.
Act discovery · demoted
Firth does not ask you to trust a summary. It shows the evidence behind it.
How Firth thinks
An intelligence layer that turns organizational information into explainable signals. Observe the systems around your organization. Sense what matters. Decide with evidence.
Observations accumulate into linked evidence. Evidence supports signals you can open. Over time the graph densifies around what your organization actually decides, without becoming a black box.
Start freeIllustrative densify · not a customer outcome claim
↑ Evidence quality
InvestigateDay 1
Week 2
Week 6
Capability
Explore external conversations that may reveal opportunities, risks, or customer needs. Useful input into organizational intelligence. Not the company category.
See how public conversations can reveal customer needs, opportunities, and risks. No account needed. Searches Hacker News, GitHub, Stack Overflow, Lemmy.
Plain limits, stated up front.
Explore the intelligence engine. Bring a product context, inspect available signals, and see how Firth connects observations to decisions.
No card. Understand what signals exist around your product.
Start freeContinuous intelligence for teams that need to know what changed.
Coverage, intelligence, and a standing view of what deserves attention.
Start with ProShared intelligence across your organization.
Same engine, shared with the people who decide.
Start with TeamsFirth is an organizational intelligence engine. It turns observations from your sources into evidence-backed signals that help teams decide what deserves attention.
Firth works with connected sources and data you provide. Observations remain connected to their origin so signals can be inspected. Public discovery can also read official APIs on Hacker News, GitHub, Stack Overflow, Bluesky, Discourse, Lemmy, and YouTube, with Reddit pending approval.
AI helps interpret observations, but signals are grounded in evidence you can inspect. AI can make mistakes. Verify important findings before you act. Every important signal should trace back to the information that created it.
No. Analytics tells you what happened. Firth helps explain what deserves attention and why.
Yes. After you sign in, upload narrative exports or push observations via the ingest API into the same origin → observation → evidence → signal chain as native sources.
No. Firth is read-only. Any external action remains your decision.
Start free. Bring your organizational data after you sign in.
Start free