The problem this service answers
Everyone in your sector says they are using artificial intelligence. Nobody says on what, at what scale, or with what result. Your management wants to know where your organisation actually stands.
Sector communication on this subject is systematically ahead of practice. A press release about a deployment often describes a pilot on a limited perimeter, and a conference presentation rarely mentions the processes that were abandoned. Building a strategy on that material means comparing your reality to the communication of other organisations, which is a reliable way to reach the wrong conclusion.
The useful question is not who is using artificial intelligence, but which specific uses have proved durable in conditions comparable to yours, and what made them durable. That is where the transferable information lies: the data that had to be available, the process changes that had to be accepted, and the organisational conditions without which the same tool produces nothing.
What the assignment covers
We analyse the uses of artificial intelligence in a sector and, where relevant, in an adjacent sector facing the same constraints. The analysis distinguishes clearly between announced projects, pilots under way, deployments in production and abandoned initiatives. That last category is often the most instructive, and the most difficult to document, because it is rarely communicated.
For each use retained, we document what can be established: the function concerned, the type of data involved, the deployment model, the regulatory constraints that shaped it and the indicators publicly reported, with their conditions. Where an organisation claims a result without a method, we report the claim as a claim rather than converting it into a figure.
The analysis then returns to your own situation. Which of these uses are transferable to your organisation given your data, your processes and your constraints; which require conditions you do not have; and which are already being tried internally without a consolidated view. That comparison is usually more useful to a committee than the sector panorama itself.
How we work on it
- We define the sector perimeter, the functions concerned and the comparable organisations to include.
- We collect public material: annual reports, tenders, regulatory filings, conference material and press.
- We qualify each use by maturity stage, from announcement to production deployment.
- We identify the conditions that made each deployment possible, and those that blocked others.
- We compare the findings with your own situation, uses and constraints.
- We deliver an analysis structured by function rather than by technology.
Where the information comes from
Sources are selected with you at the start of the assignment and reviewed as the subject evolves.
- Annual reports, regulatory filings and public communication of sector organisations
- Public tenders, procurement records and published contracts
- Professional conference material, sector association publications and trade bodies
- Sector regulator publications and supervisory reports on the practices concerned
- Specialised professional press and documented practitioner accounts
Possible deliverables
The format is chosen with you. A single assignment can combine several of them.
- A sector analysis structured by business function
- A maturity table distinguishing announcements, pilots and production deployments
- A note on the conditions that determine whether a use case works
- A positioning comparison between your organisation and comparable ones
- A synthesis for a strategy or investment committee
Who this service is designed for
What this service does not promise
We work from what organisations disclose. Internal results that are never published cannot be documented, and we do not attribute figures to organisations that have not stated them. The analysis describes observable practice, not confidential performance.
How to start
Tell us your sector, the functions you want covered and the organisations you consider comparable. We propose a perimeter and a maturity grid before the analysis begins.