Foaster
https://foaster.aiMap your company's operations, identify where and how to integrate AI
Our agents map your company’s operations to identify where and how AI should be integrated. Companies do not have a clear view of how work actually gets done. Their operations are spread across workflows, tools, teams, processes, and sometimes countries, with critical bottlenecks and inefficiencies hidden in the gaps. Before AI can truly transform a company, you first need a granular view of the tasks, handoffs, and dependencies that make up the business. Foaster uses AI-led interviews to rebuild that map at scale through 45 minutes chats with employees. Our agents surface how work really happens across the organization, detect bottlenecks and inefficiencies, and then identify where AI can create the most leverage. Right now, AI can automate tasks but not entire job. The real challenge is understanding thousands of processes well enough to redesign them coherently. No human team can do that with enough speed or depth. AI can. In days.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies