Hooligan Labs · Product
PennyWize
Status · DiscoverySignals. Context. Clarity.
PennyWize is a signal + research assist for noisy tickers: scanner boards, briefings, and explainability that help you understand what changed and why it matters.
Not predictive. Not financial advice. No buy/sell calls.
What it does
Built for “weird move” detection without turning into a hype machine. The output is structured context you can act on responsibly.
Feature
Scanner board
A clean board of unusual tickers and movement patterns—built to reduce noise, not amplify it.
- • Filters for volume/float/volatility
- • “Why it surfaced” labels
- • Watchlist-friendly layout
Feature
Ticker briefing
A short, structured briefing that summarizes the day’s relevant changes and what sources were involved.
- • What changed since last check
- • Source buckets (news, filings, socials)
- • Links-ready output for later citations
Feature
Explainability
“Show your work” tracing—what inputs drove the alert and what evidence supports the summary.
- • Evidence-first summaries
- • Confidence cues (not predictions)
- • Audit-friendly trail for later
What it’s not
PennyWize is not a buy/sell bot. It does not predict prices or tell you what to trade.
It’s a signal + research workflow: surface changes, attach context, and make it easier to do your own diligence.
Status / Phase
Phase 1 MVP (current target)
A tight, shippable slice: scanner → briefing → explainability trail.
Roadmap
Promoted when the signal is real
- Phase 1 · MVP — Scanner board + ticker briefings + explainability.
- Phase 2 · Workflow / Pro mode — Saved rules, exports, alert routing, and operator-grade filtering.
- Phase 3 · Sources & evidence — Stronger provenance: evidence links, source snapshots, and audit trails.
Sources & citations
UI will include a “sources” panel designed for citations and evidence links. (No public citations are shown here yet.)
Want to build around PennyWize?
A short email with your constraints and goals is perfect.