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AI Readiness Overview

Redesign the work before you automate it.

See where work is ready for AI assistance, where automation is risky, and where teams need clearer ownership before moving forward. WorkRedesign AI helps you decide what stays human, what gets AI-assisted, what can be automated, and how to transition without breaking the business.

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AI Readiness Score
100

Composite across workflows

Workflows Mapped
6

Across 6 core processes

Human-Owned Workflows
1

Judgement-heavy, keep human

AI-Assisted Opportunities
3

Pilot with human-in-the-loop

Automation Candidates
1

Eligible with controls

Do Not Automate Yet
1

Redesign or data work first

Meetings Needing Attention
5

Risk flags this week

Missing Decision-Maker Alerts
1

Decisions without owners

Est. Meeting Hours Saved
12.5

If async conversions adopted

Decisions Unblocked
4

This month

Priority actions

Five highest-impact moves this week

  • Meeting · Needs decision ownerHigh risk

    Inventory forecast session has no decision owner

    Stalls forecast redesign and Q4 plan.

    Next step: Assign a decision owner (suggested: Priya Shah).

    Owner

    Priya Shah

  • Workflow · Not ready for automationHigh risk

    Inventory workflow is not ready for automation

    Premature automation could amplify forecast errors.

    Next step: Improve data quality and planner trust before AI scope-up.

    Owner

    Aisha Bello

  • Data · Readiness blockerHigh risk

    Forecast data quality is a blocker for AI

    Without clean SKU data, AI cannot help reliably.

    Next step: Stand up a data contract and SLA on inventory feeds.

    Owner

    Aisha Bello

  • Meeting · Missing stakeholderMedium risk

    Investment review missing VP Data

    Investment decisions made without data feasibility view.

    Next step: Add Aisha Bello as a required attendee.

    Owner

    Hiroshi Tanaka

  • Workflow · Unclear handoffMedium risk

    Support escalation has unclear Tier-1 to Tier-2 handoff

    Customer wait times grow; agent rework.

    Next step: Codify handoff criteria before expanding AI triage.

    Owner

    Daniel Reyes

Upcoming meeting alerts

Meetings this week with risk flags

  • Inventory forecast working session

    Wed, Jul 1, 1:00 PM · 60 min · Organized by Priya Shah

    Align on forecast model assumptions for fall season.

    Missing decision-maker
    Stakeholder absent
    Add: Finance lead (e10 / e11)

  • Product intake review

    Thu, Jul 2, 11:00 AM · 30 min · Organized by Jordan Whitfield

    Prioritize Q4 intake backlog.

    Could be async

  • Weekly executive sync

    Sat, Jul 4, 9:00 AM · 60 min · Organized by Maya Okafor

    Status across initiatives.

    No agenda
    Could be async

  • Investment review – AI initiatives

    Mon, Jul 6, 3:00 PM · 60 min · Organized by Hiroshi Tanaka

    Approve next-quarter investment envelope for AI work.

    Decision unclear
    Stakeholder absent
    Add: VP Data (e12)

  • Manager enablement kickoff

    Tue, Jul 7, 11:00 AM · 30 min · Organized by Grace O'Connor

    Confirm rollout sequence for manager enablement.

    Could be async

Workflow classification snapshot

How current workflows split across the human–AI matrix

Human-owned1

Judgement-heavy work that should stay with people.

  • • Executive decision review
AI-assisted3

Humans in the loop, AI accelerates the work.

  • • Customer support escalation
  • • Product requirements intake
  • • Employee onboarding
Automated with controls1

Bounded automation with review gates.

  • • Sales proposal drafting
Do not automate yet1

Redesign or fix data before AI is safe.

  • • Inventory forecasting and replenishment

Initiative risk overview

Strategic initiatives linked to company goals

InitiativeSponsorGoalAI relevanceDecision ownerStatusRisk
Forecast + replenishment redesignPriya ShahReduce inventory errors
High
Priya Shah
In Design
High risk
Data readiness for AIAisha BelloReduce inventory errors
High
Aisha Bello
In Design
High risk
AI-assisted support triageDaniel ReyesImprove customer support resolution time
High
Daniel Reyes
Piloting
Medium risk
Product intake decision frameworkJordan WhitfieldImprove product intake prioritization
Medium
Jordan Whitfield
In Design
Medium risk
AI tool governance baselineMarcus LinReduce wasted meeting time
Medium
Marcus Lin
Piloting
Medium risk
Onboarding companion (consent-based)Elena MarquezLaunch AI-assisted employee onboarding
High
Elena Marquez
Discovery
Low risk
Investment review meeting redesignHiroshi TanakaReduce wasted meeting time
Low
Maya Okafor
Discovery
Low risk
Manager enablement for human+AI teamsElena MarquezLaunch AI-assisted employee onboarding
Medium
Elena Marquez
Discovery
Low risk