Below is a leaner Azure DevOps Wiki page with the same nine “Before vs After AI” comparisons—now trimmed to the core people, AIs, and hand‑offs that actually change the work. All secondary data stores, calendars, and helper bots were removed to keep each diagram short and readable.

How to use • Ensure the preview feature “Render Mermaid diagrams in Wiki and Markdown” is on. • Copy everything between the horizontal rules into a new Wiki page.

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AI‑Driven Workflow Transformation (Streamlined)

[[TOC]]

[!NOTE] Each sequence diagram now contains only two–five participants and two steps per era.

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Sales – Before vs After AI

sequenceDiagram
    title Sales – Before vs After AI
    participant SDR
    participant AE
    participant Prospect
    participant CRM
    participant AI_Agent as AI Agent
    alt **Before AI**
        SDR->>Prospect: Cold outreach emails
        AE->>CRM: Nightly deal updates
    else **After AI**
        AI_Agent->>Prospect: Auto‑personalised outreach & scheduling
        CRM-->>AE: Real‑time forecast & coaching
    end

Human Resources – Before vs After AI

sequenceDiagram
    title HR – Before vs After AI
    participant Recruiter
    participant Candidate
    participant HRBP
    participant GenAI
    participant Dashboard
    alt **Before AI**
        Recruiter->>Candidate: Phone screens after résumé review
        HRBP->>Dashboard: Monthly turnover deck
    else **After AI**
        GenAI->>Candidate: Chat interview & résumé ranking
        Dashboard-->>HRBP: Live attrition heat‑map
    end

Legal – Before vs After AI

sequenceDiagram
    title Legal – Before vs After AI
    participant Associate
    participant Paralegal
    participant LLM
    participant ContractAI
    alt **Before AI**
        Associate->>Associate: Research precedent & draft memo
        Paralegal->>Paralegal: Bates‑stamp discovery
    else **After AI**
        LLM-->>Associate: Precedent summary & draft memo
        ContractAI-->>Paralegal: Flag contract risk clauses
    end

Finance / Banking – Before vs After AI

sequenceDiagram
    title Finance / Banking – Before vs After AI
    participant Analyst
    participant Compliance
    participant MarketAI
    participant Surveillance_AI as Surveillance AI
    alt **Before AI**
        Analyst->>Analyst: Manual model & eight‑page note
        Compliance->>Compliance: Overnight trade checks
    else **After AI**
        MarketAI-->>Analyst: Auto model & draft note
        Surveillance_AI-->>Compliance: Instant trade clearance
    end

Education – Before vs After AI

sequenceDiagram
    title Education – Before vs After AI
    participant Teacher
    participant Student
    participant Parent
    participant LessonAI as Lesson AI
    participant TutorAI
    alt **Before AI**
        Teacher->>Student: Teach from self‑made plan & grade papers
        Teacher->>Parent: Email progress updates
    else **After AI**
        LessonAI-->>Teacher: Auto‑generated differentiated plan
        TutorAI->>Student: Real‑time feedback
        Teacher-->>Parent: 30‑sec video summary
    end

Software Development – Before vs After AI

sequenceDiagram
    title Software Dev – Before vs After AI
    participant Engineer
    participant Copilot
    participant CI
    alt **Before AI**
        Engineer->>Engineer: Write boilerplate & wait builds
        CI-->>Engineer: Slow review feedback
    else **After AI**
        Copilot-->>Engineer: Auto‑scaffold code & tests
        CI-->>Engineer: Immediate fix suggestions
    end

Healthcare – Before vs After AI

sequenceDiagram
    title Healthcare – Before vs After AI
    participant Physician
    participant Coder
    participant ScribeAI
    participant ClinicalLLM
    alt **Before AI**
        Physician->>Physician: Type notes & search guidelines
        Coder->>Coder: Assign CPT codes
    else **After AI**
        ScribeAI-->>Physician: Auto‑generated note
        ClinicalLLM-->>Physician: Diagnostic recommendations
        Coder->>Coder: Audit AI‑assigned codes
    end

Supply‑Chain / Ops – Before vs After AI

sequenceDiagram
    title Supply‑Chain / Ops – Before vs After AI
    participant Planner
    participant Supplier
    participant DemandModel
    participant RoutingEngine
    alt **Before AI**
        Planner->>Supplier: Manual forecast & phone updates
        Planner->>Planner: Build route sheet
    else **After AI**
        DemandModel-->>Planner: AI demand forecast
        RoutingEngine-->>Supplier: Auto‑issued loads
    end

Insurance (P&C / Life) – Before vs After AI

sequenceDiagram
    title Insurance – Before vs After AI
    participant Adjuster
    participant Underwriter
    participant CV_Model
    participant GenAI
    alt **Before AI**
        Adjuster->>Adjuster: Read claim & price parts
        Underwriter->>Underwriter: Crunch risk tables
    else **After AI**
        CV_Model-->>Adjuster: Image‑based damage score
        GenAI-->>Adjuster: Draft settlement
        Underwriter->>Underwriter: Review AI risk score
    end

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