Autonomous Agents
An AI agent that runs for hours or days — browsing the web, writing code, managing infrastructure. It needs to remember what it already tried, what failed, and what decisions it made so it doesn't repeat mistakes or contradict itself.
Customer Support
AI support agents handling conversations across channels. Each agent remembers the full customer history — previous tickets, resolutions, preferences — without re-reading everything from scratch. Multiple agents share context about the same customer in real time.
Multi-Agent Collaboration
Teams of specialized agents working on the same goal — one researches, one writes, one reviews, one publishes. They share a memory space so each agent can see what the others have done and make decisions accordingly.
Research & Analysis
AI agents that crawl, summarize, and analyze data over time. They need to track what they've already read, what patterns they've found, and what conclusions they've drawn — building knowledge incrementally instead of starting from zero.