Repetitive operational tasks — drafting social captions, summarizing analytics, generating weekly reports, triaging inbound messages — consume hours every week. Each task involves multiple steps, context gathering, and formatting that doesn't justify a full-time hire but is too complex for simple scripts.
We built a lightweight agent framework that chains LLM calls with structured inputs and outputs. Each agent is configured for a specific task: one generates Instagram captions from content briefs, another summarizes weekly engagement data into a formatted report, another drafts email responses from inbound inquiries. Agents run on scheduled triggers or on-demand, with outputs reviewed before publishing. The framework is modular — new agents are defined through templates, not code rewrites.
- Content drafting time reduced by 60% across brands
- Weekly reporting automated — generated every Monday at 7am
- Agent framework reusable across all Jinova products
- Human review kept in the loop for quality control