AI Operations Partnership

Fractional AI leadership after the first workflow proves value.

Strategy, governance, delivery and adoption for organizations that need an accountable path from AI experimentation to measurable operations.

Four responsibilities

One accountable operating system for AI.

Strategy + portfolio

  • Translate business priorities into a ranked AI opportunity portfolio.
  • Set investment thresholds, owners and measurable outcomes.
  • Maintain a practical 90-day roadmap.

Governance + risk

  • Inventory active AI uses and vendors.
  • Define approval, data and human-review requirements.
  • Record decisions, exceptions and review dates.

Delivery + vendors

  • Turn approved ideas into scoped pilots and production work.
  • Coordinate internal owners and specialist vendors.
  • Keep architecture, access and documentation coherent.

Adoption + value

  • Track usage, exceptions, KPI movement and operator feedback.
  • Run office hours and targeted training.
  • Retire or redesign workflows that do not earn their keep.
First 30 days

Establish visibility before expanding the backlog.

Week 1

Listen + inventory

Leadership priorities, existing tools, active AI uses, owners and material concerns.

Week 2

Map + classify

Opportunity portfolio, data classes, vendor dependencies and decision thresholds.

Week 3

Decide + sequence

Approve, revise or stop decisions; 90-day delivery roadmap and measurement plan.

Week 4

Install cadence

Monthly scorecard, office hours, governance review and quarterly planning rhythm.

Operating cadence

Leadership receives decisions—not activity theater.

Monthly

KPI and adoption scorecard, incident and exception review, prioritized improvement cycle, office hours and vendor follow-up.

Quarterly

Portfolio review, value realization, risk posture, vendor decisions, roadmap refresh and leadership briefing.

You retain

AI inventory, decision log, workflow maps, runbooks, scorecards, vendor evaluations and the current roadmap.

Prove one workflow first. Then build the operating system around what works.

Discuss the Partnership