Benchmark

Technology, Forward®

Plan Your Technology

AI Readiness & Governance

Put AI to work with a purpose—and boundaries you understand.

Identify practical workflows, review data access and establish accountable decision-making before introducing AI into the way your organization operates.

01 / Modernize

A useful pilot starts with the work, the data and the people.

Interest in AI often moves faster than policies, permissions and support arrangements. We help leaders assess a specific use case, identify where sensitive information could travel and define a measured pilot with appropriate approvals and a clear business owner.

02 / What we do for your organization

The work, explained.

Your proposal selects the activities and deliverables that fit your environment. These are the areas we can scope with you.

01 / AI Readiness & Governance

Use-case and value discovery

Choose a problem worth solving before choosing a model.

  • Map the current workflow and intended users
  • Define success measures and unacceptable outcomes
  • Identify tasks that should remain with people

02 / AI Readiness & Governance

Data and identity readiness

Understand the information the proposed tool can reach.

  • Review source permissions and sharing boundaries
  • Classify sensitive inputs and output destinations
  • Assess vendor data-handling and retention questions

03 / AI Readiness & Governance

Pilot and evaluation

Test against a bounded workflow with real acceptance criteria.

  • Define approved inputs and user access
  • Evaluate quality, exceptions and failure cases
  • Record human review and rollback decisions

04 / AI Readiness & Governance

Governance and adoption

Make ownership visible after the demonstration ends.

  • Develop acceptable-use and approval guidance
  • Assign service, content and risk owners
  • Plan training, feedback and periodic review

03 / Deliverables & scope

Know what you are agreeing to.

Before work begins, the proposal identifies what will be delivered, who is responsible and how completion will be reviewed.

  • A prioritized use-case brief with a named business owner
  • A data, permissions and vendor-question register
  • An agreed pilot and evaluation plan
  • Governance, adoption and handoff requirements for the selected workflow

Important scope details

AI outputs can be incomplete or wrong and require appropriate review. Sensitive, privileged and high-impact decisions are not promised as autonomous services. Implementation, integrations, model access, licenses and ongoing operation are separately scoped. Legal and privacy advisers should review applicable obligations.

A clear commercial starting point

Recurring services use an agreed service schedule. Assessments and projects use a defined statement of work. Your proposal states the actual charges, dependencies, exclusions and approval process—before you commit.

Start an AI readiness conversation

A useful first conversation

Bring the challenge. We’ll help define the next step.

Tell us which systems or sites are involved, who depends on them, what is not working and any deadlines. Existing diagrams, service agreements or equipment lists help, but you do not need a finished technical brief to begin.

Start an AI readiness conversation

04 / Common questions

A little clarity before we talk.

Do we need AI in every workflow?

No. A conventional process change or automation may be more dependable and economical. Discovery should compare the options rather than assume AI is the answer.

Can AI see confidential files?

That depends on product configuration, permissions and data-handling terms. We review intended sources and access boundaries before recommending a pilot.

Will you guarantee the accuracy of generated answers?

No. Evaluation, limits and human review belong in the design. The acceptable level of risk depends on the business task and consequences of an error.

What happens after a pilot?

A decision review should assess value, quality, cost and operating responsibilities before expansion. Ongoing support and governance require a defined agreement.

Connected expertise / Benchmark Network

When the next step needs a specialist.

Keep the service plan connected to the other technology decisions around it.

Explore the full network

Services are scoped separately unless included in your agreement. Provider, pricing and support ownership are confirmed before work begins.

Let’s talk about your next step

Let’s plan AI readiness and governance around your organization.

Tell us about a useful workflow, the data it touches and the approvals it needs. We’ll help define the work, responsibilities and scope before you commit.

Prefer to talk? 877-327-6106   ·   Already a client? Visit the Client Center.