Operations & HR Automations

Operations and HR teams handle repetitive document processing, reporting, and people management tasks daily. These AI automations free up time for strategic work that actually requires human judgment.

Blueprint 1: Document Classifier & Router

Automatically classify incoming documents and route them to the right team.

WORKFLOW: Smart Document Router
═══════════════════════════════

TRIGGER: New file uploaded (Google Drive, Dropbox, email attachment)
    │
    ▼
AI STEP: Classify document
    │
    │  Prompt:
    │  "Analyze this document and classify it for routing.
    │
    │  Document name: {{file.name}}
    │  Document text: {{file.extracted_text}}
    │
    │  Classify into one category:
    │  - INVOICE: Bills, payment requests, receipts
    │  - CONTRACT: Agreements, terms, legal documents
    │  - RESUME: CVs, job applications
    │  - REPORT: Internal reports, analytics, summaries
    │  - CORRESPONDENCE: Letters, formal communications
    │  - OTHER: Anything else
    │
    │  Output (JSON):
    │  {
    │    'category': 'one of the above',
    │    'confidence': 'high/medium/low',
    │    'summary': 'one sentence description',
    │    'key_entities': ['names, dates, or amounts mentioned']
    │  }"
    │
    ▼
PATH: Based on category
    │
    ├── [INVOICE] → Move to Finance folder
    │              → Create accounting entry
    │              → Notify AP team
    │
    ├── [CONTRACT] → Move to Legal folder
    │               → Create review task
    │               → Notify legal team
    │
    ├── [RESUME] → Move to HR folder
    │             → Trigger resume processing workflow
    │
    ├── [REPORT] → Move to Reports folder
    │             → Add to report database
    │
    └── [OTHER] → Move to Inbox folder
                → Notify admin for manual sorting

Blueprint 2: Resume Screening Assistant

Pre-screen resumes and rank candidates based on job requirements.

WORKFLOW: Resume Screener
═════════════════════════

TRIGGER: New resume received (email attachment or ATS)
    │
    ▼
ACTION: Fetch job description for the open role
    │
    ▼
AI STEP: Screen and score candidate
    │
    │  Prompt:
    │  "You are an HR assistant. Screen this resume against the job requirements.
    │
    │  Job Title: {{job.title}}
    │  Required Skills: {{job.required_skills}}
    │  Nice-to-Have: {{job.preferred_skills}}
    │  Experience Required: {{job.min_experience}} years
    │
    │  Resume:
    │  {{resume.text}}
    │
    │  Evaluate:
    │  1. MATCH_SCORE: 1-10 based on requirements match
    │  2. REQUIRED_SKILLS_MET: Which required skills they have
    │  3. MISSING_SKILLS: Required skills not evident
    │  4. EXPERIENCE_YEARS: Estimated years of relevant experience
    │  5. STRENGTHS: Top 3 standout qualifications
    │  6. CONCERNS: Any red flags or gaps
    │  7. RECOMMENDATION: 'Advance' / 'Maybe' / 'Pass'
    │
    │  Be objective. Don't infer skills not clearly stated."
    │
    ▼
ACTION: Create candidate record in ATS/Airtable
    │
    ▼
PATH: Based on recommendation
    │
    ├── [Advance] → Notify hiring manager
    │              → Schedule initial screen (Calendly)
    │
    ├── [Maybe] → Add to review queue
    │            → Flag for human decision
    │
    └── [Pass] → Send polite rejection email
               → Add to talent pool for future roles

Important: Always have humans make final hiring decisions. AI assists, never decides alone.

Blueprint 3: Automated Weekly Report Generator

Create weekly status reports from project management tools automatically.

WORKFLOW: Weekly Status Report
══════════════════════════════

TRIGGER: Scheduled (Friday 4 PM)
    │
    ▼
ACTIONS: Gather data (parallel)
    ├── Fetch tasks completed this week (Asana/Monday/Jira)
    ├── Fetch tasks in progress
    ├── Fetch blockers and issues
    ├── Fetch team availability next week
    └── Fetch key metrics from dashboard
    │
    ▼
AI STEP: Generate executive summary
    │
    │  Prompt:
    │  "Create an executive summary report from this week's data.
    │
    │  Completed Tasks: {{tasks.completed}}
    │  In Progress: {{tasks.in_progress}}
    │  Blockers: {{tasks.blocked}}
    │  Team Capacity Next Week: {{team.availability}}
    │  Key Metrics: {{metrics.summary}}
    │
    │  Generate:
    │  1. EXECUTIVE_SUMMARY: 3-4 sentences, high-level status
    │  2. WINS: Top 3 accomplishments this week
    │  3. BLOCKERS: Issues needing attention (if any)
    │  4. NEXT_WEEK_FOCUS: Top 3 priorities
    │  5. RISKS: Any concerns for upcoming deadlines
    │  6. METRICS_INSIGHT: One key observation from the numbers
    │
    │  Tone: Professional but concise. Facts over fluff."
    │
    ▼
ACTIONS:
    ├── Create formatted report (Google Docs or Notion)
    ├── Send to stakeholder mailing list
    └── Post summary to #leadership Slack channel

Blueprint 4: Employee Onboarding Checklist

Automate new hire onboarding with personalized task sequences.

WORKFLOW: New Hire Onboarding
═════════════════════════════

TRIGGER: New employee added to HR system
    │
    ▼
AI STEP: Personalize onboarding
    │
    │  Prompt:
    │  "Create a personalized onboarding checklist for this new employee.
    │
    │  Employee: {{employee.name}}
    │  Role: {{employee.title}}
    │  Department: {{employee.department}}
    │  Start Date: {{employee.start_date}}
    │  Manager: {{employee.manager}}
    │  Location: {{employee.location}} (Remote/Office/Hybrid)
    │
    │  Standard Onboarding Modules:
    │  - Company overview (all)
    │  - Department orientation (all)
    │  - Tools setup (varies by department)
    │  - Security training (all)
    │  - Benefits enrollment (all)
    │
    │  Generate:
    │  1. WEEK_1_TASKS: First week priorities
    │  2. WEEK_2_TASKS: Second week priorities
    │  3. FIRST_30_DAYS: 30-day milestones
    │  4. PEOPLE_TO_MEET: Key introductions by role
    │  5. TOOLS_NEEDED: Specific tools for their role
    │  6. WELCOME_MESSAGE: Personalized welcome for Slack"
    │
    ▼
ACTIONS (parallel):
    ├── Create task list in project management tool
    ├── Schedule orientation meetings
    ├── Request IT for account provisioning
    ├── Notify manager of new hire checklist
    └── Send welcome message to team Slack

Blueprint 5: Expense Report Processor

Process expense receipts and create formatted expense reports.

WORKFLOW: Expense Processor
═══════════════════════════

TRIGGER: Receipt uploaded (email or expense app)
    │
    ▼
AI STEP: Extract receipt data
    │
    │  Prompt (for image/PDF):
    │  "Extract expense data from this receipt.
    │
    │  Receipt: {{receipt.image}} or {{receipt.pdf_text}}
    │
    │  Extract:
    │  {
    │    'vendor': 'store or company name',
    │    'date': 'YYYY-MM-DD format',
    │    'total': 'amount with currency',
    │    'category': 'Meals/Travel/Office/Software/Other',
    │    'line_items': ['list of items if visible'],
    │    'payment_method': 'card ending if visible',
    │    'tax': 'tax amount if shown'
    │  }
    │
    │  If any field is unclear, use 'UNCLEAR' as the value."
    │
    ▼
ACTION: Create expense entry in accounting system
    │
    ▼
FILTER: If amount > $100 or category = 'Other'
    │
    ├── [Yes] → Route for manager approval
    │
    └── [No] → Auto-approve small expenses

Quick Reference: Operations Automation Triggers

Trigger	Platform	Use Case
New file uploaded	Drive, Dropbox	Document classification
New email with attachment	Gmail, Outlook	Receipt processing
Scheduled	Cron/timer	Reports, digests
New record created	ATS, HRIS	Onboarding, screening
Status change	Jira, Asana	Workflow progression

Cost Savings Calculation

Task	Manual Time	Automated Time	Savings/Month
Document classification	2 min each	Instant	5+ hours
Resume initial screening	10 min each	30 seconds	15+ hours
Weekly report compilation	2 hours	5 minutes	8+ hours
Expense processing	5 min each	1 minute	4+ hours
Onboarding setup	30 min each	5 minutes	2+ hours

Next: Let's learn advanced patterns—multi-step workflows, AI agents, and human-in-the-loop designs. :::