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Saturday, July 11, 2026

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Memory Provenance DB

AI/MLDeveloper ToolsB2B SaaS

A managed database for AI agent memory that stores every fact, its source, and training date, enabling developers to trace why an agent gave a particular answer and to delete specific memories for GDPR erasure requests.

Target Audience

AI engineers building customer-support chatbots and personal assistant agents that must comply with EU data rights and explain reasoning — current vector DBs lack provenance.

Why Now

GitHub Trends show Tencent's agent-memory system and Dev.to asks 'Where Do Your LLM API Keys Actually Live?', while 'Bigger Context Windows Didn't Make Our RAG Smarter' — the need for controllable, auditable agent memory is acute.

Export to .md with a startup plan — implementation, monetization, first customers.

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