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V Vulcan Industrial AI Program · Proposal

Sheet 08 · Phased delivery

Phased Roadmap

Five phases. Each one approvable on its own.

The roadmap runs from foundation work through advanced intelligence. Each phase produces standalone value and none commits you to the next. Predictive maintenance and digital twins appear deliberately late: they require data quality and instrumentation that must be verified first.

What the first 90 days look like

  1. Weeks 1–2 Kickoff & classification Discovery interviews, systems inventory, data classification, and baseline measurements for the pilots.
  2. Weeks 3–6 Governance & Copilot value AI policy in force, approved-platform matrix live, and structured adoption of the Copilot Enterprise licenses already paid for.
  3. Weeks 7–10 Knowledge assistant First approved documents indexed; assistant answering with citations for the pilot team on local infrastructure.
  4. Weeks 11–13 Field-service pilot live Technicians drafting real reports with AI assistance and approving every word — measured against the baseline.

A typical sequence — the exact schedule is set during discovery and depends on data readiness and team availability.

  1. Phase 1

    Foundation

    Know your data before you scale your tools.

    • Discovery and readiness assessment

      Structured review of systems, data, and workflows to find where AI can earn its place.

    • Data classification

      Public, Internal, Confidential, and Restricted classes that drive every platform decision.

    • Security review

      Access, storage, and network review focused on AI data paths.

    • Systems inventory

      Catalog of the systems and data sources AI work would touch.

    • AI policy

      A written policy covering approved platforms, prohibited uses, and review requirements.

    • Staff training

      Practical training on what AI tools do well, poorly, and dangerously.

    Phase 1: Foundation
  2. Phase 2

    Productivity

    Value in the tools staff already use.

    • Copilot pilot with governance

      Targeted Copilot licensing with data-access review and usage guidance.

    • Internal knowledge assistant

      Retrieval-grounded assistant over approved documents with citations and refusals.

    • Meeting and document assistance

      Summaries and drafting inside Microsoft 365.

    • Quote workflow assistance

      AI-drafted quotes with mandatory human pricing review.

    Phase 2: Productivity
  3. Phase 3

    Service and Sales

    The recommended pilot phase.

    • Field-service reporting pilot

      Draft reports from technician notes and photos, technician-approved before filing.

    • Bore Restore intake system

      Structured intake that captures requirements correctly at the start.

    • Product compatibility assistant

      Cited answers from approved product data for sales and support.

    • CRM intelligence

      Summaries and follow-up drafting over customer history.

    Phase 3: Service and Sales
  4. Phase 4

    Operations

    Scaling into the plant and the portal.

    • Digital product passports

      Structured lifecycle records for products and restorations.

    • Inventory forecasting

      Demand-informed stocking recommendations with human sign-off.

    • Operational dashboards

      Live visibility into service, sales, and intake pipelines.

    • Customer portal

      Self-service status, documents, and requests for customers.

    • Computer-vision quality inspection

      Automated visual inspection once imaging and labeled data exist.

    Phase 4: Operations
  5. Phase 5

    Advanced Intelligence

    Only after the data has proven ready.

    • Predictive maintenance

      Failure prediction built only after sensor and history audits pass.

    • Remaining useful life estimation

      Component-level wear estimates grounded in verified data.

    • Fleet benchmarking

      Cross-fleet performance comparison for served equipment.

    • Digital twins

      Simulation models for high-value equipment, scoped case by case.

    Phase 5: Advanced Intelligence