Turn Workforce Data Into Workforce Decisions
The AI platform that identifies skill gaps, generates contextual assessments, and maps internal mobility paths. Powered by O*NET, ESCO, WEF research, Anthropic AI research, and custom enterprise models.
Trusted by teams at
Workforce Intelligence Dashboard
Real-time workforce analytics across 3 modules
Roles at risk
Assessments completed
Internal fill rate
Automation Risk by Department
Data Sources
Recent Assessments
Sr. Cloud Architect
ServiceNow Developer
Data Engineer
Mobility Pipeline
Your Workforce Has the Talent. You Just Can't See It.
Spreadsheet-Based Planning
68% of enterprises still manage workforce skills in spreadsheets and static reports that are outdated the day they're created.
Generic Assessments
Interview question banks haven't evolved in 20 years. They test memorization, not the specific gap between what a role needs and what a candidate brings.
Black-Box AI
Most workforce platforms hide their intelligence behind proprietary models you can't audit, verify, or explain to your board.
Intelligence That Acts
Three integrated modules that take you from workforce data to workforce decisions.
Executive Summary
HR Shared Services: AI/ML pipeline development
TA automation: GxP compliance gaps
$426k investment vs $3.6M hiring
68% internal fill above average
See Every Skill. Predict Every Shift.
Map your entire workforce's capabilities against market demand using intelligence from O*NET, ESCO, the World Economic Forum, and our custom AI models. Identify automation risk, skill adjacencies, and reskilling opportunities before the market forces your hand.
- Skills taxonomy powered by 6+ authoritative data sources
- Real-time labor market intelligence
- Automation risk scoring by role and department
Content Marketing Manager
Marketing / Content
64%
Automation Score
Responsibility Breakdown
Transition Recommendations
Every Question Has a Reason. Every Reason Is Visible.
Upload a job description and a candidate resume. Our AI performs instant gap analysis (matched skills, partial matches, missing capabilities, bonus qualifications) then generates contextual interview questions with transparent reasoning chains explaining exactly WHY each question was created. No generic question banks. No black boxes.
- JD-to-Resume gap analysis in seconds
- Reasoning chains visible for every generated question
- Live interview mode with real-time AI follow-up suggestions
Michael Torres
Sr. Graphic Designer → AI Creative Director
Jessica Park
Content Marketing Mgr → AI Content Strategy Lead
Ryan Mitchell
Senior Copywriter → AI Content Ops Manager
Foundation → Skills Dev → Certification
No regulatory constraints
Turn Retention Risk Into Growth Opportunity
Map every employee's career trajectory. Show them where they can go, what skills they need to get there, and connect them to internal opportunities before they look externally. Organizations with strong internal mobility are 7x more successful in transformation.
- Personalized career path recommendations
- Skills-based internal job matching
- Development plans with measurable milestones
Built on the World's Most Trusted Workforce Data
While other platforms rely on a single proprietary AI model, we synthesize multiple authoritative sources to deliver intelligence you can verify, audit, and trust.
O*NET
U.S. Department of Labor
1,000+ occupations, 35,000+ skills
ESCO
European Commission
3,008 occupations, 13,890 skills, 27 languages
WEF Future of Jobs
World Economic Forum
Research from 800+ companies globally
AI Research
Anthropic/Claude Analysis
AI labor market & displacement modeling
Proprietary Models
Enterprise Deployment Data
Custom AI across pharma, manufacturing, healthcare
Custom AI Models
JobRoute.ai Fine-Tuned
Enterprise-specific skill taxonomies & gap models
JobRoute.ai Intelligence Engine
Unified analysis from all sources
This multi-source approach means your workforce intelligence isn't locked into a single vendor's interpretation of the labor market. It's grounded in the same standards used by the U.S. Department of Labor, the European Commission, and the World Economic Forum, enhanced by Anthropic's AI research and our own fine-tuned enterprise models.
Assessments That Understand Context, Not Just Answers
Step 1: Input
Upload JD + Resume
Paste or upload any job description and candidate resume
Step 2: Analyze
AI Gap Analysis
Instantly see matched, partial, missing, and bonus skills
Step 3: Generate
Contextual Questions
Each question targets a specific gap with visible reasoning
Step 4: Interview
Live Interview Mode
Real-time AI follow-ups based on candidate responses
Step 5: Score
Comprehensive Evaluation
Structured scoring with hiring recommendations
“Walk me through how you'd design a data pipeline that handles both real-time streaming and batch processing for a pharmaceutical clinical trial data platform, ensuring 21 CFR Part 11 compliance.”
The JD requires “experience with hybrid data architectures in FDA-regulated environments.” The candidate's resume mentions data pipeline work at a non-regulated SaaS company. This question tests whether their pipeline experience transfers to a compliance-heavy pharmaceutical context, the specific gap between general data engineering and regulated-industry requirements.
Scoring Rubric
5 : Comprehensive architecture with specific compliance controls
4 : Solid design with awareness of regulatory requirements
3 : Functional design but vague on compliance specifics
2 : Generic pipeline design without regulatory awareness
1 : Cannot articulate a coherent architecture
Built by Enterprise Practitioners, Not Pitch Decks
“JobRoute.ai is built by QueryNow, a profitable enterprise AI consulting firm serving Fortune 500 clients including companies in pharma, manufacturing, and regulated industries since 2014. Our product roadmap is driven by real enterprise needs, not investor exit timelines.”
Bootstrapped & Profitable
Purpose-Built for Regulated Industries
Pharma & Life Sciences
Skills tracking for FDA-regulated roles, clinical trial workforce planning, and compliance-ready assessment documentation.
Manufacturing
Automation risk mapping, production workforce reskilling paths, and skills-based succession planning for critical operational roles.
Financial Services
Regulatory compliance skill mapping, M&A workforce integration planning, and internal mobility programs for talent retention.
Why JobRoute.ai
| Feature | Traditional Platforms | JobRoute.ai |
|---|---|---|
| Data Sources | Single proprietary model | O*NET + ESCO + WEF + Claude Research + Custom AI |
| Assessment | Generic question banks | Contextual, gap-driven with reasoning chains |
| AI Transparency | Black box | Visible reasoning for every recommendation |
| Architecture | Multi-tenant SaaS | Azure-native, enterprise-hardened |
| Pricing | Per-user/year subscriptions | One-time deployment + support |
| Business Model | VC-funded, exit-driven | Bootstrapped, customer-aligned |
See What Workforce Intelligence Looks Like When It Actually Acts
Book a 30-minute demo to see the Contextual Assessment Engine, workforce intelligence dashboard, and internal mobility mapping in action.