CONSULTING · TRAINING · AI READINESS

Understand AI.
Move into action.

LM AI Advisory supports organisations with AI and Data consulting, training and transformation, covering use cases, governance, project readiness and adoption by teams.

Initial conversation · 20 minutes

ILLUSTRATIVE EXAMPLE

Your decision brief

  1. 01

    What is established

    Context, objectives, available data

  2. 02

    What needs preparation

    Resources, skills, governance

  3. 03

    Priority actions

    Readiness roadmap

Explore the assessment
NEXT STEPPrioritise initial AI applicationsLeaders & teams
  1. 01Understand
  2. 02Experiment
  3. 03Assess
  4. 04Transform

OUR SERVICES

Five ways to move your AI adoption forward.

Build understanding, choose priorities, assess readiness, guide a project or embed new ways of working. Start with your needs: each service is available on its own or alongside the others.

Explore combinations
01

Learn and practise

AI training and workshops

Participants leave better equipped to make decisions, experiment and apply AI in their work.

Deliverables and format

Prioritise initiatives, shape a project or use tools in daily work: choose a course based on the need.

What you receive

  • Programme and examples tailored to the audience
  • Reference material and exercises for the chosen format
  • Practical next steps to apply the learning

How we work with you

Three courses: strategy, value and governance (3 hours); leading an initiative (3.5 hours); everyday practice (7 learning hours). On site or remotely depending on the format.

Practical exercises use fictional materials and tools approved for the session.

Explore our training
02

Choose your priorities

AI opportunities and strategy

Prioritised opportunities and strategic directions to decide where to invest.

Deliverables and format

You have ideas and vendor proposals, but no shared priorities yet.

What you receive

  • Opportunity map and justified shortlist
  • Priority use-case brief and value assumptions
  • Strategic directions and decision brief

How we work with you

Business interviews and workshops, deeper exploration of agreed use cases, then an executive readout.

Benefits and costs are assumptions to validate as the project progresses.

Discuss your priorities
03

Assess your readiness

AI readiness assessment

An evidence-based assessment and a readiness roadmap to close the gaps identified against your AI ambitions.

Deliverables and format

Understand what is ready, what is missing and what needs attention before moving forward.

What you receive

  • Assessment of business, data, organisation, technology and governance
  • Gaps, dependencies and responsibilities to clarify
  • Readiness roadmap and decision summary

How we work with you

Jointly agreed scope, interviews, review of available evidence and a readout with the relevant owners.

The readiness roadmap is included in the assessment. Support with carrying it out can be agreed separately.

Scope your assessment
04

Turn intent into action

AI project scoping and oversight

A clearly scoped project and delivery plan, with milestone and decision tracking where included in the agreed scope.

Deliverables and format

You have a use case and need to define the project, coordinate contributors and assess its results.

What you receive

  • Functional brief, project delivery plan and responsibilities
  • Business testing plan and action tracker
  • Results review and recommendation on next steps

How we work with you

Scoping workshops, progress and decision reviews, test preparation and a final review with the sponsor.

Technical delivery is carried out by your team or an identified and confirmed provider.

Discuss your project
05

Embed better ways of working

AI adoption and continuous improvement

Supported teams, clear responsibilities and a view of progress in day-to-day work.

Deliverables and format

The tools are available, but usage and benefits vary across teams.

What you receive

  • Adoption plan by user group and targeted workshops
  • Practical guidance, review points and clear ownership
  • Progress dashboard, review and improvement plan

How we work with you

A defined cycle of workshops, feedback sessions and reviews with the relevant managers and champions.

Periodic follow-up can extend the cycle, with an agreed duration and level of support.

Support your teams

From readiness assessment to a preparation roadmap. The AI readiness assessment identifies gaps and provides a prioritised readiness roadmap. Your teams can carry it out; additional support can be agreed separately.

Remote or on site, with an agreed scope. The proposal sets out deliverables, contributions, timing and terms. Relevant work already completed is reused.

Explore our consulting and transformation services

SERVICES THAT WORK TOGETHER

Support that starts where you are.

Four possible combinations, tailored to your priorities and the work already done.

TRAINING & WORKSHOPS

Three courses.
Start with what you need.

Prioritise initiatives, shape a project or practise with tools in daily work: choose by your objective, beyond your job title. Each course can be taken alone or combined with the others.

01 / SET PRIORITIES AND EMPOWER

3 hours

AI: strategy, value and governance

Senior leadership & executive committees

Which choices should the organisation make?

A seminar connecting AI possibilities with business priorities, investment decisions and the engagement of managers.

  • Explore sector examples and a practical demonstration.
  • Consider value, dependencies and responsibilities.
  • Practise prioritising initiatives and giving sponsors a clear mandate.
WHAT YOU TAKE AWAY

Reasoned priorities and a sponsor mandate developed during the session.

Plan a leadership seminar

02 / SHAPE AND STEER

3.5 hours

Leading an AI initiative

Sponsors, managers & project leads

How do you turn an opportunity into a sound proposal?

A course to assess an initiative, engage business and technical teams, and prepare a trial and its next decision.

  • Clarify the need and expected benefits.
  • Understand dependencies: data, tools, agents and human oversight.
  • Develop a proposal and prepare a decision review at day 30.
WHAT YOU TAKE AWAY

A structured proposal, trial conditions and priority actions.

Plan a sponsor workshop

03 / PRACTISE AND PRODUCE

7 learning hours

Practical AI for everyday work

Any professional wanting to use AI tools

How do you produce useful work and check the result?

A day of guided practice for leaders and employees alike, using professional tasks and a supplied set of materials.

  • Frame requests and check responses.
  • Research, summarise, analyse a table and prepare a presentation.
  • Configure an assistant and explore agents and prompt-based prototyping.
WHAT YOU TAKE AWAY

Outputs, reusable templates and an assistant configured during the session.

Plan a practical workshop

AI AGENTS ACROSS ALL THREE COURSES

Understand what you delegate.
Stay in control.

An agent can choose steps and use tools to pursue a goal. We explore its possibilities and limits at the level relevant to your role.

  1. 01
    Leadership: decide what to delegate

    Expected value, responsibilities and oversight.

  2. 02
    Sponsors: prepare the conditions

    Data, access, dependencies and approvals.

  3. 03
    Practice: observe and experiment

    A personalised assistant and guided agent demonstrations.

Examples tailored to your sector. On site or remotely depending on the format. The 7 learning hours exclude breaks and lunch. Objectives, prerequisites, materials and follow-up arrangements are specified in the proposal.

Explore the courses and plan your training

SUPPORT TAILORED TO YOUR ORGANISATION

Your priorities.
A clear path forward.

Each engagement is tailored to your priorities, organisation and resources. You receive practical recommendations to make decisions and move forward.

Glass fragments align into a clear structure, highlighted by a lime-coloured facet.
QUESTIONS TO CLARIFYSHARED PRIORITIES
  1. 01

    Understand your priorities

    Clarify your needs and the outcomes you want.

  2. 02

    Assess your readiness

    Review your strengths and preparation needs.

  3. 03

    Plan your next steps

    Agree priorities and a practical way forward.

A BUSINESS OPPORTUNITY

Less repetitive work.
More time to act.

An example of exploring AI through a practical business need.

ILLUSTRATIVE SCENARIO · PORTS AND LOGISTICS

Speed up case preparation.

A team spends time finding documents and preparing requests for missing information. An AI agent could assist with this work, with human approval before any message is sent.

The intended benefit: more time for situations that require the team’s expertise. Results would need to be evaluated in the organisation’s own context.

Fictional example. No client results are claimed.

Explore an application in your organisation
Conceptual illustration of a container port at dawn.

REAL BUSINESS CHALLENGES

AI readiness starts
in everyday work.

Conceptual illustration

INDUSTRIES & USE CASES

Practical applications.
Benefits to explore.

Four examples connecting the possibilities of AI with the priorities of your sector.

Construction · Illustrative scenario

Spot construction delays earlier

Help site managers detect the risk of delays early enough to decide on corrective action.

A RESULT TO MEASURE

How far in advance confirmed delays are identified, compared with current monitoring.

A POTENTIAL AI USE CASE

Combine schedules, reports and progress data to identify early signs of delay.

  1. 01Schedules & reports
  2. 02Early warning signs
  3. 03Manager's decision

These illustrative scenarios do not describe completed engagements or achieved results.

Our foundation: experience in data quality, traceability and validation, and in coordinating Finance, Risk, Data and IT teams through banking transformation programmes.

A LANDSCAPE OF AI TECHNOLOGIES AND TOOLS

Meet the players.
Understand their roles.

From assistants and AI agents to infrastructure, AI brings together complementary technologies. We help your teams understand these players and connect their capabilities to your business priorities.

Uses

What AI can help your teams accomplish.

Predict and detect

Forecast workloads, identify an anomaly or analyse images to inform a decision.

Building solutions

Ways to prototype, connect tools and organise actions.

Develop and prototype

Turn an idea into an initial application and assess the requirements for putting it to use.

AI agents and automation

Connect tools, execute predefined steps or let an agent adapt its actions within the permissions granted.

Foundations

The models, data and resources needed to run AI and manage how it is used.

Selected examples to help you navigate. Several players span multiple categories. No ranking or partnership is implied.

MLflow™ is a trademark of LF Projects, LLC. Other referenced trademarks belong to their respective owners.

Where could AI be useful in your organisation?

Our workshops connect these ideas to your work through demonstrations and practical exercises.

Explore our training

LET’S DISCUSS YOUR PROJECT

Your starting point.
Our next conversation.

Introduce AI to your leadership team, train colleagues, explore an opportunity or prepare a transformation: share your context or book an initial conversation.

Your contact
Théodule Zeraga — Founder

LET’S MEET

20 minutes to
find your next step.

Your context, your priorities and a useful next step for your organisation.

20 minVideo callGoogle Meet
Choose a time

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