Track the extraordinary events that move markets.

Specialized intelligence for US public markets and prediction-market contracts.
Sourced citations, agentic reports, multi-channel delivery, in seconds, not days.

Launching early June 2026 on web, iOS, Android, Samsung Galaxy Store, and Huawei AppGallery.

Quick walkthrough.

What it does

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 it's for

Who benefits from Marginal AI

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'.

Platform walkthrough.

Why this matters

Extraordinary events, briefly.

Extraordinary events (non-operating, non-recurring) fall outside the normal course of business. They are unpredictable, sporadic, and often high-impact.

When they hit, they reshape financial performance, market valuations, regulatory exposure, and corporate strategy. Their unpredictability makes them impossible to forecast, but ignoring them isn't an option in either private or public markets.

Extraordinary Events Categories

  1. Accounting adjustments & other non-recurring events
  2. Force majeure & environmental events
  3. Litigation & legal disputes
  4. Market & economic shocks
  5. Mergers & acquisitions (M&A) & corporate restructuring
  6. Operational & technological disruptions
  7. Regulatory & legislative actions

Ready to track what moves your markets?

Get early access. The first 200 pre-registrations receive 350 Compute Units free at launch.

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