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.
TAVILY_API_KEY to run live.Research queue
- CompletedMeridian Automotive GroupContinuous Monitoring · StandardToday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedLakeshore CommerceContinuous Monitoring · StandardToday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · StandardToday
NO MATERIAL CHANGE
System · 7 sources · 0 claims · trigger Cron
- CompletedBrightpath AutoContinuous Monitoring · StandardToday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsContinuous Monitoring · StandardToday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedLakeshore CommerceContinuous Monitoring · StandardYesterday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · StandardYesterday
NO MATERIAL CHANGE
System · 6 sources · 0 claims · trigger Cron
- CompletedBrightpath AutoContinuous Monitoring · StandardYesterday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsContinuous Monitoring · StandardYesterday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedVantage Retail CloudContinuous Monitoring · StandardYesterday
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- RequestedLakeshore CommerceResearch Question · StandardYesterday
Queued.
The company Founder · 0 sources · 0 claims · trigger Manual
- CompletedRidgeline Dealer MarketingContinuous Monitoring · Quick2d ago
NO MATERIAL CHANGE
System · 3 sources · 0 claims · trigger Cron
- CompletedOrchard Valuation GroupContinuous Monitoring · Quick2d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedIronwood Capital GroupContinuous Monitoring · Quick2d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedHarbour Inventory SystemsContinuous Monitoring · Quick2d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedCardinal Automotive GroupContinuous Monitoring · Quick2d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- ScheduledGreyfen PartnersCompany Deep Research · Standard2d ago
Queued.
The company Founder · 0 sources · 0 claims · trigger Watch List Signal
- CompletedSolstice Equity PartnersContinuous Monitoring · Standard3d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedPinnacle Vehicle DataContinuous Monitoring · Standard3d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedMeridian Automotive GroupContinuous Monitoring · Standard3d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- Needs ReviewVantage Retail CloudEvent Signal Research · Deep3d ago
Queued.
The company Founder · 9 sources · 4 claims · trigger Manual
- CompletedLakeshore CommerceContinuous Monitoring · Standard4d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · Standard4d ago
NO MATERIAL CHANGE
System · 6 sources · 0 claims · trigger Cron
- CompletedBrightpath AutoContinuous Monitoring · Standard4d ago
NO MATERIAL CHANGE
System · 5 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsContinuous Monitoring · Standard4d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedVantage Retail CloudContinuous Monitoring · Standard4d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · StandardHIGH4d ago
Kestrel is hiring a consumer-acquisition ML team.
System · 1 sources · 1 claims · trigger Cron
- CompletedSolstice Equity PartnersContinuous Monitoring · Standard5d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedPinnacle Vehicle DataContinuous Monitoring · Standard5d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedMeridian Automotive GroupContinuous Monitoring · Standard5d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedLakeshore CommerceContinuous Monitoring · Standard6d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · Standard6d ago
NO MATERIAL CHANGE
System · 6 sources · 0 claims · trigger Cron
- CompletedBrightpath AutoContinuous Monitoring · Standard6d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsContinuous Monitoring · Standard6d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedVantage Retail CloudContinuous Monitoring · Standard6d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedVantage Retail CloudContinuous Monitoring · StandardHIGH6d ago
Vantage appointed a Chief AI Officer reporting to the CEO.
System · 1 sources · 2 claims · trigger Cron
- CompletedSolstice Equity PartnersContinuous Monitoring · Standard7d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedPinnacle Vehicle DataContinuous Monitoring · Standard7d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedMeridian Automotive GroupContinuous Monitoring · Standard7d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- FailedMeridian Automotive GroupCompany Deep Research · Deep7d ago
Search provider returned HTTP 429 after 3 retries; 5 of 12 sources retrieved before the limit was hit.
The company Founder · 5 sources · 0 claims · trigger Tier Promotion · attempt 3
- CompletedLakeshore CommerceContinuous Monitoring · Standard8d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · Standard8d ago
NO MATERIAL CHANGE
System · 6 sources · 0 claims · trigger Cron
- CompletedBrightpath AutoContinuous Monitoring · Standard8d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsContinuous Monitoring · Standard8d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedVantage Retail CloudContinuous Monitoring · Standard8d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedSolstice Equity PartnersContinuous Monitoring · Standard9d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedPinnacle Vehicle DataContinuous Monitoring · Standard9d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedMeridian Automotive GroupContinuous Monitoring · Standard9d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedLakeshore CommerceContinuous Monitoring · Standard9d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedKestrel Dealer SystemsContinuous Monitoring · Standard9d ago
NO MATERIAL CHANGE
System · 6 sources · 0 claims · trigger Cron
- CompletedRidgeline Dealer MarketingContinuous Monitoring · Quick10d ago
NO MATERIAL CHANGE
System · 3 sources · 0 claims · trigger Cron
- CompletedOrchard Valuation GroupContinuous Monitoring · Quick10d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedIronwood Capital GroupContinuous Monitoring · Quick10d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedHarbour Inventory SystemsContinuous Monitoring · Quick10d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedCardinal Automotive GroupContinuous Monitoring · Quick10d ago
NO MATERIAL CHANGE
System · 2 sources · 0 claims · trigger Cron
- CompletedCardinal Automotive GroupContinuous Monitoring · StandardMEDIUM10d ago
Cardinal opened four used-only rooftops supplied through the platform.
System · 1 sources · 1 claims · trigger Cron
- CompletedBrightpath AutoContinuous Monitoring · Standard11d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsContinuous Monitoring · Standard11d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedVantage Retail CloudContinuous Monitoring · Standard11d ago
NO MATERIAL CHANGE
System · 4 sources · 0 claims · trigger Cron
- CompletedArcadia AuctionsPerson Deep Research · Standard11d ago
NO MATERIAL CHANGE
The company Founder · 6 sources · 2 claims · trigger Meeting Scheduled
Monitoring
3 due- Pinnacle Vehicle DataDaily · Yesterday
- Solstice Equity PartnersDaily · Yesterday
- Vantage Retail CloudDaily · Yesterday
Research questions
- Open
Has Lakeshore's CFO approved any transaction above 4x ARR in the last five years?
The company CFO · Yesterday
- Running
What did the new CAIO build versus buy in their previous role?
The company Founder · 3d 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 · 11d 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 · 13d 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 · 21d 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.