SUVI
Start with AgenticThesis ↗

AI-native investment research

Keep your investment thesis accountable to new evidence.

Suvi is building an evidence-grounded investment research system for people who care about the business behind a stock.

Start with AgenticThesis

Open-source thesis monitoring · AgenticThesis

Let every new company report challenge your investment thesis.

An open-source AI agent that tests your investment thesis—why you own a stock—against new company filings—with exact citations, human review, and version history.

The agent proposes. The investor decides what becomes thesis history.
Explore AgenticThesis
Disclosure-to-review workflowAvailable in the open-source alpha
01

New company disclosure

Selected SEC and configured issuer IR sources are discovered and preserved.

Source
02

Claim-aware evidence

Radar routes evidence against explicit claims and falsifiers before analysis.

Evidence
03

Proposed thesis delta

Each proposed change retains exact source citations and an explicit status.

Proposal
04

Human Review

Approval or rejection remains with the investor before version history changes.

Required
ExactSource citations
HumanReview gate
VersionedThesis history

From disclosure to reviewed history

A thesis should change deliberately, not disappear into new notes.

AgenticThesis keeps the source, proposed change, review decision, and resulting thesis version connected.

  1. 01
    Write the thesis

    Record why the business deserves attention and what would prove each reason wrong.

    Investor
  2. 02
    Watch official sources

    Monitor selected SEC and explicitly configured issuer IR disclosures.

    Radar
  3. 03
    Build bounded evidence

    Preserve original artifacts and source-addressable citation spans.

    Engine
  4. 04
    Propose a delta

    Show which claims are supported, weakened, possibly invalidated, or unknown.

    AI agent
  5. 05
    Approve the next version

    Only Human Review can make a proposed change authoritative.

    Investor

Available today · bounded by evidence

Built for thesis monitoring, not automated investing.

01 / Radar

Thesis-aware routing

New events are matched against versioned claims and falsifiers before model use.

02 / Evidence

Source-addressable citations

Accepted quotes resolve to preserved artifacts, pages, or exact character ranges.

03 / Ownership

Human-owned history

No proposed thesis change becomes authoritative without explicit review.

04 / Recovery

Recoverable self-hosting

Checkpoint, resume, replay, and conflict protection preserve long-running work.

Open source · self-hosted · human-reviewed

Let the next company report challenge your thesis.

Get started in 5 minutes