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Markets in focus

Membria CE targets three adjacent markets:
Market2030 estimateRelevance
AI infrastructure & platforms$120–150BModels and inference pipelines that benefit from reusable knowledge and gateways
Enterprise knowledge management & AI search$35–45BRegulated environments that require verifiable knowledge layers
Edge & on-device AI$60–70BLightweight models that need low-latency knowledge access
Overlap-adjusted TAM: ~$180–220B globally.

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Serviceable Available Market (SAM)

Membria focuses on organizations that use task-specific models, require auditability, and want to reduce inference/retraining costs. Primary verticals include enterprise SaaS, financial services, industrial/robotics, and autonomous workflows. SAM: ~$18–25B.

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Serviceable Obtainable Market (SOM)

Near- and mid-term SOM concentrates on:
  • Enterprise pilots and infrastructure partners.
  • AI agents/copilots that require recurring knowledge access.
  • Infrastructure contracts rather than per-seat pricing.
With 0.5–1% penetration of the SAM and multi-year infrastructure deals, Membria’s SOM: ~$100–250M within three years. The consumer-facing Membria CE model monetizes DoD requests and subscriptions with usage-driven economics.