GRUNDMIND
Adoption by design
Before you invest in AI

Before you commit budget to AI, know where it can actually create value.

Assess whether your workflows, people, knowledge, governance and use cases are ready before making a significant AI investment.

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AI Investment Readiness Diagnostic
Recognition

This may sound familiar.

  • “We are under pressure to invest in AI, but we do not know where to start.”

  • “Different teams are proposing different use cases.”

  • “Vendors are promising ROI, but we do not have internal evidence.”

  • “We are unsure whether our workflows are ready.”

  • “We do not know whether our people have the required capabilities.”

  • “We want to avoid spending money on AI that employees will not use.”

What we help you answer

The questions you need answered before you act.

  1. 01

    Where can AI create real business value?

  2. 02

    Which use cases should we prioritize?

  3. 03

    Are the workflows ready?

  4. 04

    Are our people ready?

  5. 05

    What would block implementation?

  6. 06

    Where should we not invest yet?

How the diagnostic works

Your team provides the evidence. We do the heavy lifting.

  1. 01

    Scope

    We define the decision you need to make and the teams, workflows or business areas that matter.

  2. 02

    Gather evidence

    Employees and managers provide structured input independently through secure online surveys and targeted evidence collection.

  3. 03

    We analyse

    GrundMind identifies gaps, contradictions, bottlenecks, readiness issues, perception differences and areas of value leakage.

  4. 04

    You get decisions

    Leadership receives a concise, prioritized diagnostic with clear actions and sequencing.

Minimal time from your team. Maximum insight for leadership.

Focused online input from the people involved. No calendar full of workshops.

Tell us your perspective
What we examine

What we look at.

A focused set of dimensions, chosen for the decision in front of you. Not a methodology tour.

  • Business Value Fit

    Whether the proposed use cases connect to outcomes the business actually measures.

  • Workflow Readiness

    Whether the work is stable and explicit enough for AI to fit into it.

  • Use Case Quality

    How well each candidate use case is defined, owned and testable.

  • Role & Capability Readiness

    Whether the people expected to work with AI have the skills and room to do so.

  • Governance Readiness

    Whether ownership, oversight and decision rights exist before rollout.

  • Knowledge Readiness

    Whether the information AI would rely on can be found, trusted and explained.

What you receive

What leadership receives

01

AI Investment Priority Map

Where investment is most likely to create measurable value, and where it is premature.

02

Readiness Gap Map

The specific gaps in workflows, people, governance and knowledge that need attention first.

03

Use Case Prioritization

Candidate use cases ranked by value, readiness and risk.

04

Action Roadmap

What to change before implementation, in what order.

Business impact

Why this matters

Tell us your perspective
  • Reduce wasted investment on use cases that will not land
  • Prioritize the right use cases with internal evidence
  • Avoid premature implementation
  • Uncover hidden dependencies before they become delays
  • Focus leadership attention on the decisions that matter
Why GrundMind

A different kind of consulting

  • Research-based, not opinion-based

    Our methodology is grounded in the research foundation of the Grund Institute and structured evidence, rather than generic consulting assumptions.

  • Small, dedicated senior team

    A focused group of experienced people works directly on the engagement. No oversized project team and no unnecessary layers.

  • Minimal time from your team

    We are designed to get the evidence we need without filling calendars with workshops.

  • We do the heavy lifting

    We collect, structure, compare, analyse and synthesize the evidence. Your people provide focused input. We do the consulting work.

  • Multiple perspectives, not averages

    We compare employee, manager and workflow perspectives to expose gaps that averages hide.

  • Decision-ready output

    Leadership receives priorities, actions and evidence, not a long slide deck with vague observations.

Evidence before intervention.

Who this is for

Best suited for

  • Knowledge-intensive companies
  • Professional services
  • Technology
  • Life sciences
  • Financial services
  • Advanced manufacturing
When to use this diagnostic

When companies typically use this

  • Before approving a major AI investment
  • When several teams are proposing competing use cases
  • Before selecting a vendor or platform
  • When the board asks for a business case with evidence
The AI journey
  1. PrepareYou are here
    AI Investment Readiness
  2. Adopt
    AI Adoption Diagnostic
  3. Scale
    AI-Ready Knowledge

EU AI Act Readiness is relevant at every stage of the AI lifecycle. Learn more

Next: AI Adoption Diagnostic
Related

Related diagnostics

After AI is already in use

We already use AI, but ROI is unclear.

AI Adoption Diagnostic

Before you scale AI or introduce agents

We want to use AI agents, but our knowledge is fragmented.

AI-Ready Knowledge

Preparing for the EU AI Act

We need to prepare for the EU AI Act.

EU AI Act Readiness

Next step

Not sure whether this is the right starting point?

Tell us what you are trying to decide or change. We will help you identify the right diagnostic.

Tell us your perspective