One current model of your company and market.
Shadow gives every team and agent the same external context, viewed through the Questions and decisions they own.
World Model
Connect the companies, Products, audiences, competitors, Categories, Messages, Objectives and sources that matter.
BrandArclight · humanoid robotics
ModeledAudiencesLogistics buyers · Robotics engineers · Investors
3CompetitorsVantage Dynamics · Helio · Kinetiq
3Claims we holdFirst in production · Safety record
HeldConstraintNo customer names in public
FixedArclightUpdated today
Inquiries
Ask a Question in plain language. Define what it is about and whose Perspective matters.
SubjectVantage Dynamics · deployment claims
DefinedPerspectiveTier-one technology press
DefinedRelevanceMentions production or deployment
DefinedObservation · The Verge, 06:10“Vantage says its humanoids are now deployed in two warehouses.”
Why it qualifiesSubject recognized · Perspective matched · Relevance present
Selected2 original sources · 12 syndicationsCounted once
Observations
Work from traceable source evidence rather than disconnected mentions or opaque scores.
Behind this changeVantage moved to deployment claims
2 original sourcesSupportThe Verge · Reuters
DirectRepetition12 syndications
Counted onceCompeting explanationNo verified deployment scale
ReviewFreshnessLatest 07:30 today
CurrentThe evidence behind the answer1 competing explanation
Monitors
Keep important Questions open. Shadow tells you when the answer changes.
Keeping watchIs “first in production” still ours?
MovingKeeping watchWhich journalists are building a humanoid beat?
SteadyKeeping watchHow do AI answers describe our safety record?
1 new3 questions kept openOpen until you close them
Use Shadow three ways.
Work directly in Shadow’s platform, connect compatible AI agents through MCP, or engage Shadow through managed services. Each interface operates on the same World Model and evidence.