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How should we serve it?

In an era of accelerated AI innovation, the vast majority of organizations remain unprepared

Make every role AI-enabled. Start where impact is provable. Equip your teams for the future with Skywood AI

Company AI Adoption Levels (L0–L5)

Move from ad‑hoc experiments to an AI‑first operating model.

L2Operational

A few AI assists in production with observability.

Current level: 2 / 5

Looks like

  • Versioned prompts & tools; observability
  • A/B tests, cost/latency budgets
  • Incident playbooks

Risks

  • Vendor sprawl
  • Fragmented patterns
  • Hidden unit economics

Graduate when

≥5 workflows in prod; evals + audit logs cover them; shared components are reused across teams.

Every organization’s transformation is unique, but the early steps are largely the same.

  1. 1

    Assess your AI readiness and build the AI foundation

  2. 2

    Establish an Executive AI Mandate

  3. 3

    Enable organization-wide access to AI in a secure, governed, and well-managed way

  4. 4

    Create a roadmap for AI use cases and prioritize low-risk high-impact opportunities

  5. 5

    Ensure your North Star metrics are consistently monitored.

  6. 6

    Launch a Controlled Pilot

  7. 7

    Measure baseline → impact → ROI.

  8. 8

    ...

Why 90% aren't ready

  • Data is chaotic and unstructured

  • Processes are undocumented

  • Leadership treats AI as a low priority

  • No clear AI strategy

Don't wait until it's too late. Start your AI transformation now.

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