AI pilots stall. Value never lands.

CISO Results is a fractional AI executive for acquisition-built manufacturers. We decide what should change, in what order, and with what controls.

Successful AI adoption is not about proving that the technology works. It is about proving that the business works better because of it.

5 questions. 2 minutes. No sales call.

A modern steam turbine generator on a shop floor
Where the work actually happens.
Waste block turbine and generator inside a thermal power plantInterior of an original manufacturing hallAn 1871 engraving of a factory interior

Fragmented systems. Inherited process. Six plants on six ERPs. We have seen this before.

Where AI implementation breaks down

Initiatives rarely stall because the technology is unavailable. They stall because the use case, workflow, data, ownership and measure of value were never aligned.

Unclear value

Ideas and pilots exist, but no prioritized use case, financial rationale, or agreed measure of success.

Workflow and data gaps

AI is layered onto inconsistent processes, fragmented systems and unclear data ownership.

Governance and adoption gaps

No decision rights, oversight, authority boundaries, training or accountable owner.

CISO Results helps manufacturing leaders identify where an initiative is breaking down, fix the implementation gaps that matter, and create the governance and accountability needed to produce measurable operating value.

What we own, and what you keep

We do not resell platforms or run your environment. Say so on the page, plainly.

CISO Results owns

  • Enterprise perspective
  • Priorities and governance
  • Partner and vendor challenge
  • Value measures

You and your partners own

  • Configuration and migration
  • Deployment and plant operations
  • Managed services
  • Day-to-day execution

What you get

  • A coherent decision process
  • Accountable modernization roadmap
  • Clear ownership at every level
  • Specialist partners who execute

Meaning before models

Design the work as clear, bounded actions

To begin,we agree how work should happen, which decisions require rules, and where human judgment stays. We break complex workflows into single-purpose activities with explicit inputs, outputs and handoffs — so the work is governable before AI touches it.

Separate rules from judgment

Within a day,we define which decisions follow deterministic policy, which benefit from AI-assisted judgment, what evidence is required, and what authority can be delegated.

Make every AI action reviewable

From then on,the work produces an operating history — what happened, what information was used, what was decided, and where a human reviewed it. No opaque conversation logs.

Interior of a working production plant
The method only matters where the work happens — on the floor, with the people who run it.

How we help

Most engagements begin with an AI Initiative Diagnostic. From there, CISO Results can develop an AI Strategy and Implementation Roadmap or provide ongoing Fractional AI Executive Advisor support.

CISO Results engagements, what each one is, and when it applies
EngagementWhat it isWhen it applies
AI Initiative DiagnosticFind out why an AI initiative is stalled, unclear, or failing to produce value.The AI Initiative Diagnostic examines the business case, workflow fit, data and systems, implementation gaps, governance, adoption, risk, and measures of success. You receive an executive brief with practical recommendations, decision points, priority actions, and a 90-day path forward.Starting point — most engagements begin here
AI Strategy and Implementation RoadmapTurn AI priorities into an executable plan.The AI Strategy and Implementation Roadmap translates business goals into prioritized use cases, workflow and data requirements, governance decisions, partner criteria, implementation sequencing, and measures of value and adoption. You receive a practical roadmap leadership can use to guide investment and implementation.Follow-on — after the diagnostic
Fractional AI Executive AdvisorSenior guidance across AI strategy, implementation, and governance — without hiring a full-time executive.CISO Results provides an independent perspective, executive decision support, implementation and partner oversight, governance design, and value measurement. Internal leaders and specialist partners remain accountable for delivery.Ongoing — optional monthly advisory

Each engagement is designed for a focused initial scope, followed by an optional monthly advisory relationship.

Find out where you stand, in two minutes

The Free AI Snapshot asks five questions and returns two concrete next steps — where AI currently creates risk, and where it could create real business value.

Take the free AI Snapshot
5questions2 minto complete0sales calls
The Free AI Snapshot: five questions about AI usage, risk and value
Already built, already working, and one click from here.

Who you are actually hiring

Before founding CISO Results, Michael Winkler served as Vice President, Information Technology Infrastructure and Vice President, Information Security at Matthews International.

BackgroundFounder and Fractional AI Executive Advisor, CISO Results. Former Chief Information Security Officer and VP, IT Infrastructure at Matthews International.
InfrastructureLed global infrastructure across 210+ facilities in 12 countries.
BudgetManaged a technology budget exceeding $16 million; negotiated enterprise vendor relationships.
SecurityLed cybersecurity transformation for a $1.6 billion global organization.
MethodPractice grounded in the MIT CSAIL Agentic AI Design methodology, applied as a design approach.

The MIT CSAIL Agentic AI Design methodology is a research framework. CISO Results applies it as a design approach; no endorsement or certification is implied.

Questions we get asked

Bring a stalled pilot or an unclear ROI question

In 30 minutes we will understand what is happening, what decision is at risk, and whether the AI Initiative Diagnostic is the right next step.

Michael Winkler, Founder and Fractional AI Executive Advisor
Michael Winkler — the person who will answer.