Simple mechanism. Serious leverage.
Patterned turns applied evidence into shared signals teams can trust.
Ingest Context
Don’t start from scratch.
Patterned syncs with your existing case management tools (Salesforce, Apricot) or bulk uploads. We ingest resumes, intake forms, and program notes to build a baseline profile before the first interaction.
Case Management Sync
Salesforce / Apricot / CSV
Extract Signals
Behavioral evidence, captured live.
Our AI interviews capture what resumes miss: adaptability, critical thinking, and communication. We extract structured signals from natural conversation, mapping them to job-critical competencies.
Can you tell me about a time you had to adapt to a sudden change in project requirements?
Yes, in my last capstone, the API spec changed two days before demo.AdaptabilityInstead of panicking, I gathered the team to re-prioritize feature flags.
Match Intent
Find the right fit, instantly.
Employers search with natural language ("Find me someone who learns fast"). Patterned matches based on verified readiness signals, not just keyword density.
Track Milestones
Verification checkpoints.
The job doesn’t end at placement. Patterned tracks 30/60/90-day retention, verifying employment status and wage progression automatically.
Prove Outcomes
Defensible data for all stakeholders.
Generate audit-ready reports for funders and hiring partners. Show exactly how your program impacts placement rates, retention, and wage growth.
Cohort Outcomes Q4
Case Management Sync
Salesforce / Apricot / CSV
Outcomes for every stakeholder
A shared language for readiness means everyone gets what they need without friction.
Programs
Prove your training works. Verify retention milestones automatically.
Employers
Stop guessing. See standardized signals before you interview.
Funders
Track ROI across cohorts with defensible, granular reporting.
Built on Trust & Governance
- Bias monitoring & fairness checks
- Full audit logs of every decision
- Consent-based profile sharing
See the outputs first
Three real artifacts your team would receive after a single pilot cycle.

