ILLUSTRATIVE EXAMPLE
Your decision brief
- 01
What is established
Context, objectives, available data
- 02
What needs preparation
Resources, skills, governance
- 03
Priority actions
Readiness roadmap
CONSULTING · TRAINING · AI READINESS
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
Context, objectives, available data
Resources, skills, governance
Readiness roadmap
OUR SERVICES
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 combinationsLearn and practise
Participants leave better equipped to make decisions, experiment and apply AI in their work.
Choose your priorities
Prioritised opportunities and strategic directions to decide where to invest.
Assess your readiness
An evidence-based assessment and a readiness roadmap to close the gaps identified against your AI ambitions.
Turn intent into action
A clearly scoped project and delivery plan, with milestone and decision tracking where included in the agreed scope.
Embed better ways of working
Supported teams, clear responsibilities and a view of progress in day-to-day work.
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.
SERVICES THAT WORK TOGETHER
Four possible combinations, tailored to your priorities and the work already done.
You are exploring AI without shared priorities.
A shared understanding, prioritised opportunities and strategic directions to inform investment decisions.
You have a use case, but its conditions for success are still unclear.
An assessment and roadmap to close readiness gaps, followed by a project delivery plan and the agreed oversight.
You want to guide a project and prepare people to use it.
A project delivery plan, oversight of the agreed stages and support for users.
The tools are available, but working practices are fragmented.
Targeted skills, support with everyday use and progress tracking.
TRAINING & WORKSHOPS
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 hoursSenior leadership & executive committees
Which choices should the organisation make?
A seminar connecting AI possibilities with business priorities, investment decisions and the engagement of managers.
Reasoned priorities and a sponsor mandate developed during the session.
02 / SHAPE AND STEER
3.5 hoursSponsors, 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.
A structured proposal, trial conditions and priority actions.
03 / PRACTISE AND PRODUCE
7 learning hoursAny 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.
Outputs, reusable templates and an assistant configured during the session.
AI AGENTS ACROSS ALL THREE COURSES
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.
Expected value, responsibilities and oversight.
Data, access, dependencies and approvals.
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.
SUPPORT TAILORED TO YOUR ORGANISATION
Each engagement is tailored to your priorities, organisation and resources. You receive practical recommendations to make decisions and move forward.

Clarify your needs and the outcomes you want.
Review your strengths and preparation needs.
Agree priorities and a practical way forward.
A BUSINESS OPPORTUNITY
An example of exploring AI through a practical business need.
ILLUSTRATIVE SCENARIO · PORTS AND LOGISTICS
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
REAL BUSINESS CHALLENGES
Conceptual illustration
INDUSTRIES & USE CASES
Four examples connecting the possibilities of AI with the priorities of your sector.
Construction · Illustrative scenario
Help site managers detect the risk of delays early enough to decide on corrective action.
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.
Ports & logistics · Illustrative scenario
Explore an AI agent that examines case documents and prepares the next steps under the team’s oversight.
Preparation time and the proportion of correctly checked files, compared with the current process.
A POTENTIAL AGENT USE CASE
Consult documents and the procedure, select relevant checks, flag missing or conflicting information and draft a request for clarification. External communications remain subject to approval.
Banking · Illustrative scenario
Help teams quickly find the procedure that applies to an operational situation.
The time needed to find a correct answer and its source.
A POTENTIAL AI USE CASE
Search an internal document collection and suggest an answer with source passages for review.
Public sector · Illustrative scenario
Help staff route enquiries to the right department and identify missing information.
The proportion of enquiries correctly routed at the first attempt.
A POTENTIAL AI USE CASE
Suggest a category, a receiving department and points to check, under a staff member's supervision.
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
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.
What AI can help your teams accomplish.
Find information, analyse a document or prepare a summary for review.
Explore visual ideas, produce a video or prepare audio narration.
Forecast workloads, identify an anomaly or analyse images to inform a decision.
Use AI within customer relationship, service management and operational applications.
Ways to prototype, connect tools and organise actions.
Turn an idea into an initial application and assess the requirements for putting it to use.
Connect tools, execute predefined steps or let an agent adapt its actions within the permissions granted.
The models, data and resources needed to run AI and manage how it is used.
The engines behind applications, with different capabilities and conditions of use.
Bring sources together, make them usable and manage access.
Provide the resources and platforms to develop, deploy and run solutions.
Check results, monitor risks and document responsibilities.
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.
Our workshops connect these ideas to your work through demonstrations and practical exercises.
LET’S DISCUSS YOUR PROJECT
Introduce AI to your leadership team, train colleagues, explore an opportunity or prepare a transformation: share your context or book an initial conversation.
LET’S MEET
Your context, your priorities and a useful next step for your organisation.
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