AI strategy · Enterprise AI · Board governance

AI strategy, delivery and governance for leadership teams and boards

We turn AI ambition into a strategy the board funds in stages and the business can execute, in a single company or across a group’s business units. Senior engineers from our partner network then build the AI systems, with oversight from the start.

Example: an AI roadmap for the board Next board decision: funding
Q1Q2Q3Q4Q5Q6
Foundations
Data foundations Central AI platform
AI use cases
First AI system Scale across business units
Governance
AI register Board reporting, every quarter

Board decisions: ◆ Ambition agreed ◆ Funding approved ◆ Scale approved

How the value adds up in year two · illustrative TODAY COST SPEED QUALITY INVEST NET
Strategic partnershipsWe build on the leading AI models and data platforms.
  • Anthropic
  • OpenAI
  • Microsoft
  • AWS
  • Google
  • Databricks
  • Snowflake
  • AnswerRocket
The value gap

Few companies can show what AI earns

6%

Companies that attribute 5% or more of operating profit (EBIT) to AI. Only 37% see any effect at all.

McKinsey, The state of AI, Aug 2026
7.5%

Companies creating value from AI at scale, with 2.4 times the revenue growth of companies lagging behind.

BCG, Applied AI Index, Sep 2026
2.7%

S&P 500 directors with AI expertise, while 83% of their companies report AI as a business risk.

The Conference Board, Apr 2026

These figures suggest the plan, the choice of projects and agreed measures of value matter as much as the technology.

The Praexo Method

How we deliver AI in funded stages

The board funds AI in stages. Before each new stage it reviews evidence agreed in advance, so there is no big-bang investment and no blank check. Governance runs alongside every stage.

01 Assess Where you stand today: AI readiness, risks and the largest opportunities, with today’s figures agreed with finance.
02 Decide Which AI projects to pursue, a value case for each, and an 18-month roadmap.
03 Build A first working solution on your real data; once it proves its value, it is made robust for daily use.
04 Scale Roll out what works, organize the teams to run it, and track the financial benefit for a year.
Govern, from the start A register of every AI system Risk levels under the EU AI Act People approve key decisions Regular reporting to the board
Board decisions: G1 The executive team agrees the AI ambition G2 The board approves the investment G3 Only what beats today’s figures is scaled up
Ways to start

A clear first step

A defined scope and result, with senior people from the start. Choose the format that fits the decision in front of you.

See all ways to start
For boards · 2 hours Board AI Briefing For directors: where AI creates risk and opportunity in your company, explained without jargon, and the questions to put to management.
For executive teams · 1 day Executive AI Strategy Session The executive team agrees what AI must achieve for the business and where to start. Prepared with interviews; you leave with a written decision memo.
For leadership · 3 weeks AI readiness & value scan Where your organization stands on AI, scored on six areas from data to governance, with the most promising opportunities and a 90-day plan.
For P&L owners · 4 to 6 weeks Value Case Sprint Value cases for your five to ten most promising AI projects, built on figures your finance team has checked, ready for an investment decision.
Why Praexo

How we work

Rigor and judgment Frameworks based on research and used with clients, applied by people who have built and run companies.
Strategy designed to be built Senior AI engineers and solution architects from our partner network turn each strategy into working systems, on whichever leading AI model fits.
Governed from day one Every AI system we deliver is recorded, classified by risk and fully logged, in line with the EU AI Act and international AI standards (ISO/IEC 42001, NIST AI RMF).
Measured in your P&L Before work starts, your finance team agrees today’s figures, so every improvement is measured against them. Benefits are tracked for a year after launch, good news or not.

Start a conversation

An introductory conversation to agree the right format for your situation. The advice starts with the first engagement.