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Shadow

One World Model for the whole company.

Every team sees the same current state through the Questions and decisions it owns.

Communications and PR

Understand media attention, journalist behavior, audience Interpretation, Message pull-through, reputation risk, competitive Position and AI visibility.

Brand and marketing

Understand Category associations, audience needs, trust, attention, competitive ownership, campaign reception and discoverability.

Product and go-to-market

See how buyers describe the problem, which alternatives shape expectations, what proof a launch requires and how the market is receiving the Product.

Strategy and competitive intelligence

Track market movement, competitor Positions, source influence, emerging issues and contested territory.

Executive teams

See the changes that require decisions, the evidence supporting each recommendation and the relationship between external movement and your Objectives.

AI agents

Give agents your company, market, evidence and constraints before they research, draft, advise or act.

See your company from the outside.

Give every team the same external reality