> ## Documentation Index
> Fetch the complete documentation index at: https://docs.riona.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Workforce Risk & Adaptation Analysis

> Evaluates AI automation risk for any job and city, providing risk scores, impact timelines, vulnerable tasks, emerging skills, reskilling guidance, salary projections, and future outlook insights.

<ResponseExample>
  ```json 200 theme={null}
  {
    "job_title": "accountant",
    "city": "N/A",
    "overall_ai_replacement_risk_score_0_100": 65,
    "automation_timeline": "Medium-term (3-7 years)",
    "task_vulnerability_distribution": {
      "fully_automatable_percent": 40,
      "partially_augmentable_percent": 40,
      "human_critical_percent": 20
    },
    "role_evolution_analysis": {
      "role_evolution_probability_percent": 75,
      "wage_compression_risk_score_0_100": 60,
      "ai_augmentation_potential_score_0_100": 80,
      "human_strategic_advantage_score_0_100": 50
    },
    "skill_impact_analysis": {
      "skills_becoming_obsolete": [
        {
          "skill_name": "Manual data entry",
          "obsolescence_risk_score_0_100": 90,
          "expected_decline_timeline_years": 3
        },
        {
          "skill_name": "Basic bookkeeping",
          "obsolescence_risk_score_0_100": 70,
          "expected_decline_timeline_years": 5
        },
        {
          "skill_name": "Simple reconciliations",
          "obsolescence_risk_score_0_100": 65,
          "expected_decline_timeline_years": 5
        }
      ],
      "skills_increasing_in_value": [
        {
          "skill_name": "Data analytics & interpretation",
          "growth_momentum_score_0_100": 85,
          "future_salary_premium_percent": 25
        },
        {
          "skill_name": "AI and automation tool proficiency",
          "growth_momentum_score_0_100": 90,
          "future_salary_premium_percent": 30
        },
        {
          "skill_name": "Strategic financial consulting",
          "growth_momentum_score_0_100": 80,
          "future_salary_premium_percent": 20
        },
        {
          "skill_name": "Cybersecurity awareness for financial data",
          "growth_momentum_score_0_100": 75,
          "future_salary_premium_percent": 15
        }
      ]
    },
    "survival_pathway": {
      "ai_collaboration_readiness_score_0_100": 70,
      "reskilling_urgency_score_0_100": 75,
      "upgrade_path_difficulty_score_0_100": 50,
      "estimated_reskilling_time_months": 9,
      "recommended_reskilling_areas": [
        "Advanced data analytics",
        "AI and machine learning tools for finance",
        "Strategic financial advisory skills",
        "Cybersecurity basics",
        "Business intelligence software"
      ],
      "adjacent_career_pivot_options": [
        "Financial analyst",
        "Compliance officer",
        "Data analyst",
        "Risk management specialist",
        "Management consultant"
      ]
    },
    "salary_projection_analysis": {
      "salary_if_no_adaptation_percent_change": -20,
      "salary_if_adapted_percent_change": 10,
      "long_term_income_stability_score_0_100": 70
    },
    "future_outlook": {
      "3_year_outlook_summary": "AI tools will automate routine bookkeeping and ledger tasks, reducing demand for basic accounting roles. Professionals integrating AI tools will remain valuable.",
      "5_year_outlook_summary": "Role will further evolve towards strategic advisory, data interpretation, and AI collaboration; traditional tasks largely automated but new opportunities arise.",
      "10_year_outlook_summary": "Accountants will function primarily as financial strategists and AI system overseers, requiring advanced tech and advisory skills; pure transactional accounting roles will be rare."
    },
    "confidence_score_percent": 88
  }
  ```
</ResponseExample>


## OpenAPI

````yaml api-reference/openapi-3.0.json get /wf/jobs-automation-risk-analysis
openapi: 3.0.3
info:
  title: Riona API Docs
  version: 1.0.0
  contact:
    email: info@riona.ai
    url: https://riona.ai
servers:
  - url: https://riona.ai/api/1.1
security:
  - bearerAuth: []
tags:
  - name: Workflow
    description: Use this to trigger a workflow
  - name: Data
    description: Use this to fetch, modify and delete data
paths:
  /wf/jobs-automation-risk-analysis:
    get:
      tags:
        - Workflow
      description: Triggers the workflow jobs-automation-risk-analysis
      operationId: get_wf_jobs-automation-risk-analysis
      parameters:
        - name: api_key
          in: query
          required: true
          description: >-
            This is your account API Key. You can easily locate it in your
            account dashboard.
          schema:
            type: string
        - name: job_title
          in: query
          required: true
          description: Enter the job title you want to get report for
          schema:
            type: string
            default: Accountant
      responses:
        '200':
          description: OK
components:
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: JWT

````