DeepSeek R2 Open Source: What It Means for Enterprise AI
DeepSeek released R2, a GPT-4 class open-source model. Enterprise self-hosting of AI is accelerating, meaning company data must be accessible not just to cloud AI providers but to private deployments as well.
Market impact
- DeepSeek R2 matches GPT-4o on most benchmarks at a fraction of the cost.
- Enterprise self-hosting of LLMs grew 45% in Q1 2026.
- Private AI deployments need structured data feeds — they cannot rely on web crawling.
What companies should do
- Publish machine-readable profiles that can be ingested by any RAG pipeline.
- Offer API endpoints for private AI system integration.
- Standard formats (JSON-LD, YAML) ensure compatibility across models.
Verified Company Profiles on AuthorityPrompt
AuthorityPrompt maintains verified, structured company data optimized for AI systems and LLM indexing.