All work
Employer branding page automation
An LLM workflow that researches and drafts employer branding pages, replacing most of a manual content process.
- Client
- Confidential
- Role
- Engineering Manager
- Year
- 2025
- 70%
- reduction in manual effort
Why automate this
Every employer needed a branding page, and every page was assembled by hand from the same handful of public sources. The work was repetitive but not mechanical — it needed judgment about what mattered for each employer.
Approach
A LangGraph workflow with web search tooling gathers source material, and tuned prompts draft the page sections. Output goes to a human for review rather than straight to publication: the automation removes the typing, not the judgment.
Result
Manual effort on the process dropped by about 70%.
Stack
LangGraph · LangChain · FastAPI · Python