Operations & Knowledge agents

Strategy

The operations layer is where multi-agent deployments compound. ZADO surfaces internal knowledge in Slack with citations on every answer. NYRA + VRAN run the recruiting coordination + sourcing pipeline. DRYN runs the recurring analytics loop. OREN handles external research. OMNA orchestrates between agents once you're running 3+.

These agents share a discipline: every output cites the source it came from, every escalation names the rule that fired. Out-of-scope questions route to the the workflow owner — they don't get guessed.

The 0.5 AI-to-human ratio shows up most clearly here. A 50-person company runs ZADO for internal Q&A, NYRA for recruiting coordination, OREN for research, DRYN for analytics — four agents that each support multiple human roles many-to-many. Not four seats; four slices of scope.