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Insights on AI agents, autonomous operations, and the path from SaaS to AaaS.

AaaSVisionAI Agents

Why AaaS Will Replace SaaS: The Structural Shift

SaaS gave us dashboards. AaaS gives us decisions. Here's why the shift from passive data display to autonomous action is inevitable.

Persapt Team· Founding Team
Apr 5, 2026
Policy MemoryTechnicalAAAS Engine

Policy Memory: Why Existing AI Memory Frameworks Fall Short

Mem0, Zep, and Letta handle memory storage and retrieval. But none of them learn behavioral policies. Here's why that gap matters.

Persapt Team· AI Research
Apr 1, 2026
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sajang.aiProduct Design

Designing AI Agents for Small Business Owners

Enterprise AI is well-funded. Consumer AI is viral. But the real underserved market is small business — and it requires a completely different design philosophy.

Persapt Team·Mar 28, 2026