Startups Tackling Cyber Risk








Cloud sprawl and stricter rules raise stakes; winners ship automated fixes, real-time coverage, and painless setup across stacks.
Context: Dux Security | Agentic Exposure Management
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Cloud sprawl and stricter rules raise stakes; winners ship automated fixes, real-time coverage, and painless setup across stacks.
Context: Dux Security | Agentic Exposure Management








Data loads swell and rates bite; teams with deep finance craft and live links to source data take share.
Context: Hanover Park - AI-native fund administrator








As big models spread and new laws bite, winners offer live checks, risk watch, and drop-in fit with current build tools.
Context: Goodfire AI








As large models get cheap and rules change fast, winners prove trust: audited accuracy, tight links to ledgers, and speed.
Context: Marble - AI for Accounting Professionals








Surging voice use and cheaper compute drive new tools; wins go to teams with rare data, low-latency models, and trust by design.
Context: Mundo AI








Answer engines and cookie loss shift discovery; winners map brand presence across new search surfaces with live telemetry and proof of lift.
Context: AthenaHQ - Pioneering Generative Engine Optimization (GEO)
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