Guides
Straight answers on AI, for the people who lead.
The questions leadership teams actually ask about AI, answered in plain language. No hype, no jargon. A new guide every day.
New every day
The latest guides
Guide · 19 Oct
Is your company an AI winner, or just busy with AI?
Your company is an AI winner when AI strengthens what customers buy.
Guide · 18 Oct
What should a CEO personally use AI for, before a hard decision?
Use AI to gather evidence and challenge your plan before a hard decision.
Guide · 17 Oct
Does this AI consulting proposal show a path to results, or just a promise?
Reject any AI proposal that promises results without showing the path.
Guide · 16 Oct
Is your leadership team actually AI-fluent, or just trained?
Your team is AI-fluent only when AI improves live business choices.
Guide · 15 Oct
What does AI do to the billable hour, and what replaces it?
AI weakens the billable hour wherever it makes delivery faster.
Guide · 14 Oct
How do you build a serious AI vendor shortlist? Start with the mandate.
Build a serious AI vendor shortlist by setting the mandate first.
Understand the shift
Strategy and roadmap
What is AI consulting?
A plain explainer: what it is, what an AI strategy consultant does, and how it differs from IT consulting.
How to build an AI strategy
A position, not a pilot count. The four moves, what it should include, and who owns it.
AI vs digital transformation
Digital moved information. AI moves cognition. Why the old playbook fails, and where to start.
Guide · 9 Oct
What results should an executive AI engagement produce, and when?
An executive AI engagement should improve leaders’ judgment from week one.
What AI changes
Business model and value
Will AI replace consultants?
AI reaches the billable hour before the consultant. What it replaces, what stays human, and why the pyramid inverts.
Guide · 19 Oct
Is your company an AI winner, or just busy with AI?
Your company is an AI winner when AI strengthens what customers buy.
Guide · 13 Oct
How should you point AI at revenue, not only cost?
Point AI at the problem limiting what your company can win or keep.
Guide · 12 Oct
Does AI threaten your business model, or just your costs?
Write down in one sentence what your customers pay you for.
For your role
Leadership and the board
AI strategy for boards
A board-level view: the position underneath the pilots, and the questions directors should ask management.
AI for leadership teams
Why transformation starts with the management team, and what executive AI fluency actually means.
AI strategy workshop
Three hands-on sessions where the management team builds real fluency and leaves with custom agents and a roadmap. Not a lecture.
AI readiness assessment
Most readiness assessments measure the wrong thing. What real readiness is, and how to test for it.
AI training for executives
University courses teach about AI. GRAIL builds fluency in your actual work. What the best executive AI training really is.
Guide · 18 Oct
What should a CEO personally use AI for, before a hard decision?
Use AI to gather evidence and challenge your plan before a hard decision.
Guide · 16 Oct
Is your leadership team actually AI-fluent, or just trained?
Your team is AI-fluent only when AI improves live business choices.
Guide · 10 Oct
What must your management team commit? Its own time and decisions
Your management team must commit its own time and make its own decisions.
Choosing and buying
Choosing AI help
How to choose an AI consultancy
The three kinds of AI help on the market, five questions that sort the field, and the red flags.
What does an AI consultant cost?
Hourly vs fixed-fee pricing, what drives the price, and what you should actually pay for.
GRAIL vs the alternatives
An honest comparison against Big-4 consultancies, technology vendors, and freelance AI consultants.
A McKinsey alternative for AI strategy
The mid-market alternative to the Big-4. Weeks not quarters, working tools instead of a report, and when the big firms actually fit.
What GRAIL costs
Fixed-fee pricing agreed before work starts. No hourly billing, no lock-in, and what you own at the end.
Guide · 17 Oct
Does this AI consulting proposal show a path to results, or just a promise?
Reject any AI proposal that promises results without showing the path.
Guide · 14 Oct
How do you build a serious AI vendor shortlist? Start with the mandate.
Build a serious AI vendor shortlist by setting the mandate first.
Guide · 11 Oct
Should your AI brief name the tools, or the outcome you must own?
Name the outcome your company must own, not the tools.
Guide · 8 Oct
What Kind of AI Help Does Our Leadership Team Actually Need?
Choose AI help based on the constraint holding your business back.
Governance
Ownership, risk and regulation
EU AI Act checklist
A usable tool: triage any AI use into the four risk tiers in ten minutes, see what each requires, and work a day-one action list.
AI agent access to your systems
Opening a system of record is not one decision. It is five, and they arrive in order. The access ladder, from a standalone agent to mediated write.
The Access Ladder · the blueprint
Six pages for an IT department. Each rung with what you are optimizing for, the risks, how it works, and what has to be true before you climb. No form.
Function by function
AI in the functions
Sector and place
AI in your industry
AI in engineering consulting
When AI turns five engineers into one, the billable hour stops being a business model. What that means for the firm.
AI for industrial companies
A few experts carry the margin in their heads. How AI encodes that knowledge for the whole team, and how to move first.
AI for professional services
Junior production is most of billable revenue, and the layer AI reaches first. What the leverage model inverting does to a partnership.
AI for B2B SaaS
When a funded entrant rebuilds your features in a year, the moat moves from product to the customer intelligence you already own.
AI for recruitment
AI does the sourcing and screening that justified a 20 percent placement fee in under an hour. What the fee becomes.
Industry briefings
What AI changes in 33 industries, written for the CEO and the leadership team. Free to read, no form.
AI consulting in Stockholm
Senior-led, fixed-fee AI consulting for mid-market management teams, delivered remote-first across Europe.
AI consulting for the Nordics
One senior team across Sweden, Norway, Denmark and Finland. Built for the Nordic mid-market, where the CEO drives it.
Guide · 15 Oct
What does AI do to the billable hour, and what replaces it?
AI weakens the billable hour wherever it makes delivery faster.
Still have the question that is not on the list?
A 30-minute conversation, your real situation on the table. No pitch.