Avarieux
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The product is moving fast.

What shipped recently, what we’re closing next, and what’s coming. Updated as we ship.

Just shipped

Already live in the product.

  • Shipped

    The feed is purely factual

    Every row states a source, what happened, when, and a link to the record — nothing more. We removed scores, confidence bands, and directional read-outs, and we no longer group separate events as “related.” You see each public event on its own and draw your own conclusion.

  • Shipped

    Valuation shows the models, not a verdict

    DCF, DDM, and EPV side by side with their inputs visible, plus the numeric spread between them. We removed the “models agree/disagree” verdict and the implied upside-vs-price — the values and the spread are facts; the read is yours.

  • Shipped

    Alerts are yours to define

    We retired the alert that fired on an internal score. Alerting now runs only on filters you write and can verify — counts of source kinds in a window you choose — never a number we computed for you.

  • Shipped

    API v1 returns factual events

    The Dev-tier event endpoint (/api/v1/signals) returns the factual six-field shape — source, action, ticker, timestamp, link, sourced — with no scores or weights. Existing keys keep working; the legacy path 301-redirects during a 90-day migration window.

  • Shipped

    Hover any number for provenance

    Every cited number in chat output carries a tooltip showing source category + timestamp. Click-through to the source where possible.

  • Shipped

    Three valuation models in parallel

    Discounted cash flow, dividend discount, earnings-power-value — side by side on the same fundamentals. The disagreement is the information.

  • Shipped

    Live tool-call meter

    See exactly how many of your daily tool calls you’ve used and the countdown to reset. No surprise rate-limit walls mid-research.

  • Shipped

    Bring-your-own-model-key

    Drop a key from any major model provider into Settings. Your prompts route directly; our monthly compute cap stops applying.

  • Shipped

    Read-only paper-trading import

    Connect a paper-trading account to import tickers as a starting watchlist. No trade permissions requested, ever. Watchlist remains navigation, not personalization.

  • Shipped

    User-defined filter alerts

    “Ping me when any oversight-committee member reports a financials trade.” That’s the filter. You write it; we run it.

  • Shipped

    Token-by-token streaming on every provider

    Responses stream as they generate. No spinner-then-reply on any provider you choose.

  • Shipped

    Permanent timestamped ledger

    Every public event we surface is timestamped and archived per ticker. Look back at any ticker on any day — the record persists even when conversations are deleted.

  • Shipped

    Form 4 insider activity surface

    Insider purchases and sales rendered with direction and dollar value, not just “a filing exists.” Material non-routine activity is flagged as a fact, not an interpretation.

  • Shipped

    Congressional trade tracking

    STOCK Act disclosures surfaced as raw cited events, filterable by member, sector, and date.

Gaps we’re closing

Problems we built the product to fix.

  • Gap

    AI invents numbers → auto-checked against source

    Every claim is verified against the underlying tool output before it reaches you. Unverifiable claims are flagged with a badge, never silently passed.

  • Gap

    Single fair-value hides uncertainty → three models

    Three independent valuation methods in parallel. The spread between them is the information.

  • Gap

    Bloomberg $24K/yr → $20/month

    Public data inputs across regulatory filings, macro indicators, prediction markets, news. The value is the synthesis and the citations — not the data feed.

  • Gap

    Hours of cross-referencing → one cited brief

    Five-minute read instead of an afternoon of tabs. Sources queried in parallel.

  • Gap

    Generic LLMs guess at filings → grounded reads

    The chat reads actual 10-K/10-Q text. Year-over-year language differences surface as facts.

  • Gap

    No record of what was knowable → permanent ledger

    Every public event timestamped and archived. Useful for self-review, end-of-year audit, or showing your work.

  • Gap

    Public events scattered → one filterable view

    Politician trades, insider filings, regulator statements, macro releases, news — all in one feed you select and filter.

  • Gap

    Black-box “AI picks” → you filter, you read, you decide

    Avarieux never labels events as related, never assigns direction, never recommends. The interpretation stays with you.

Coming next

In progress or scoped.

  • Coming

    Entity profile pages

    Politicians, regulators, and insiders as filterable entities. See every public action they’ve taken, in one timeline.

  • Coming

    Price-context window view

    Pick a date range on any ticker chart. See the public events that landed inside it — listed as facts. No causation claim, just temporal context.

  • Coming

    Real-brokerage read-only import

    Read-only OAuth into production brokerages. Import-as-starting-watchlist only — we don’t monitor holdings, ever.

  • Coming

    PDF export of any brief

    One-click export with branded cover header. Hand it to a client, file it for records. Every claim footnoted.

  • Coming

    Public developer API

    Structured endpoints for the chat, briefs, and event feed. Token-based auth on the Dev tier.

  • Coming

    Team workspace

    Shared watchlist + brief library + comments. For small RIA teams running research workflows together.