Our first vertical
Launching early June 2026Marginal AI
Specialized intelligence for US public markets and prediction-market contracts.
Agentic chat, alerts, and reports that turn 1-2 analyst-days of manual triage on extraordinary events into seconds, sourced and cited.
Capabilities
Four things general AI and legacy terminals don't.
Chat with citations
Domain-trained AI grounded in provenance-first guardrails. Every claim links back to its source so you can act on it.
Charts and ranked metrics
Visualize and analyze price charts and time-series data. Filter and rank US public securities by financial metrics refreshed daily.
Agentic reports on demand
Deploy agents to research the topics, entities, and events you care about. They produce reports on the cadence and depth you choose, and learn your preferences with each edit.
Multi-channel alerts
Push, SMS, WhatsApp, and email, at the frequency and depth you choose. Significance scoring and frequency caps eliminate spam.
The differentiator: our event coverage runs on a proprietary ontology, deep source coverage, agentic reports with provenance guardrails, multi-channel delivery, and configurable cadences, at a fraction of the cost of legacy providers and AI-native tools that don't specialize in extraordinary events. Editable reports feed a closed learning loop, personalizing the system to your workflow.
Who benefits
Built for the desks closest to the signal.
Built first for the desks that move with extraordinary events. Equally relevant across the professional buyers who depend on the same signal.
Investors and Traders
Incorporate non-operating events into models, risk frameworks, and trading strategies. Wedge: hedge funds, quant funds, market makers. Equally useful for PE, mutual funds, pensions, insurers, and active retail.
Corporate Finance & Investment Banking
Fast, sourced event coverage for origination, comps, due diligence, sector research, and client work. Built first for sell-side bankers and research desks.
Regulators and Lawyers
Timely access to events that may influence compliance, litigation, or policy-making, with audit-grade citations.
Consultants & Researchers
Specialized intelligence on extraordinary events for advisory work, lead generation, and competitive and sector intelligence.
Data Scientists
Structured, citation-backed event feeds to enrich models, dashboards, and downstream workflows.
Sports Bettors & Prediction Markets
Cross-source agentic intelligence delivers 'what moved and why'.
Ready to track what moves your markets?
Get early access. The first 200 pre-registrations receive 350 Compute Units free at launch.