DemoSample data. Every company, contact, financial and offer shown here is invented — nothing on this instance describes a real business or a real transaction.

AI Research

Delta-first research with source lineage. A run proposes; it never applies. A run that finds nothing reports NO MATERIAL CHANGE and creates no work.

Running on fixtures for web search, page reading. The pipeline is fully exercisable, but nothing it produces is evidence: mock sources are graded tier D and cannot move a score. Set TAVILY_API_KEY to run live.

Research queue

No runs in this view

Research runs appear here as soon as they are requested, including the ones that found nothing.

Monitoring

3 due

Research questions

  • Open

    Has Lakeshore's CFO approved any transaction above 4x ARR in the last five years?

    The company CFO · 1mo ago

  • Running

    What did the new CAIO build versus buy in their previous role?

    The company Founder · 1mo ago

  • Answered

    What earnout structures has Arcadia used in prior technology acquisitions?

    Northgate: none disclosed, all cash. Lotwise: terms undisclosed. Public sources do not describe an Arcadia earnout; the IOI's earnout may be a first for them.

    M&A Advisor · 1mo ago

  • Answered

    Does Solstice Fund IV have an automotive platform asset yet?

    No. The fund's announced themes include automotive vertical software but no portfolio company has been announced in it.

    The company Founder · 2mo ago

  • Unanswerable

    What is Halverson's typical time from IOI to signing?

    Halverson does not disclose transaction timelines and trade coverage of prior deals does not report IOI dates.

    M&A Advisor · 2mo ago

Predictions

  • OpenMediumLakeshore Commerce

    Lakeshore will convert the verbal range to a written IOI at or above $23M within three weeks of the cohort package.

  • OpenMediumVantage Retail Cloud

    Vantage will revise the IOI with a higher cash component within two weeks of exclusivity being declined.

  • OpenHighKestrel Dealer Systems

    Kestrel will not submit an IOI.

  • OpenMediumArcadia Auctions

    Arcadia will accept an earnout hurdle at or below $8.0M if cash at close is held at $22M or above.

  • SupportedHighArcadia Auctions

    Arcadia will submit a written IOI before their next board meeting.

  • WeakenedLowBeacon Used Cars

    Beacon will return with a higher verbal number before year end.