Upwork Job Intelligence Agent
Scans freelance marketplaces for opportunities, analyzes job quality against defined criteria, and generates tailored proposals grounded in real project experience.
SAM serves two organizations simultaneously, scanning job listings for opportunities that match specific technical domains. It doesn't just find jobs. It evaluates them.
Each listing is analyzed against client history, budget signals, and scope feasibility before it's flagged as worth pursuing. When a job passes the filter, SAM drafts a proposal that pulls from real project context, not generic templates. The proposals reference actual technical decisions, production challenges, and measurable outcomes from the portfolio.
SAM also tracks market trends across both domains, feeding intelligence back to the team about which skills are in demand and where pricing is shifting.
SAM operates on scheduled scans and on-demand requests. It reads from two separate organization contexts to tailor proposals for the right domain. Each proposal goes through a copywriting framework, then an AI-pattern detection pass, before being submitted for review. SAM maintains a running memory of past applications, outcomes, and lessons learned to refine its approach over time.
We build and deploy custom AI agents tailored to your operations. Connect with us directly and we will build it for you.