Talent Discovery AI
TWSS AI Job Aggregator
Unified job-req intelligence across MSPs, boards, and email.
Scrapes job requirements from MSP portals, public job boards, and email inboxes — presents them in a unified dashboard with AI-powered semantic search.
Outcomes
- One unified view of all open reqs
- Faster recruiter workflow
- Better candidate-to-job match speed
Key capabilities
- Multi-source ingest (MSPs, boards, email)
- De-duplication and req normalization
- AI semantic search across all reqs
- Chrome extension for in-context candidate match
How it works
- 1
Scrape MSP portals, boards, and email
- 2
De-duplicate and normalize req data
- 3
Index for AI semantic search
- 4
Surface in dashboard + Chrome extension
Integrations used in this accelerator
Email & Messaging
Gmail / Google Workspace
Email & Messaging
Outlook / Microsoft Graph
Staffing / HR
LinkedIn Recruiter / Talent Solutions
Staffing / HR
SAP Fieldglass
Staffing / HR
Dice API
Staffing / HR
Monster API
Staffing / HR
Indeed Publisher API
Staffing / HR
Beeline VMS
Staffing / HR
Ceipal
Tech stack
- Next.js frontend
- Python scrapers
- Chrome extension
- Vector embeddings
- Postgres + queue workers
Ideal for
Recruiters and staffing companies handling high requisition volume.
Start a 6-week pilot on TWSS AI Job Aggregator.
Every accelerator ships with a scoped pilot. Bring the use case; we bring the platform, the agent, and the guardrails.