The problem this service answers
A competitor announces a capability you do not have. A supplier you depend on is acquired. You need to know what is real behind those movements before you react, and before your board asks.
The landscape of players on this subject is unstable in a specific way: capability is concentrated in a small number of organisations, while the layer of publishers and integrators built on top of them is crowded and shifting. A move at the base of that stack propagates upwards, and a supplier you chose for its product may in practice be reselling a dependency you never assessed.
For your own market, the question is different but connected. When a competitor changes what it offers because of artificial intelligence, the relevant information is not the announcement but what it implies: which processes were changed, which skills were recruited, which suppliers were engaged, and whether the change is defensible or easily reproduced by everyone in the sector within a year.
What the assignment covers
We monitor the players you designate, in the categories that matter for your position: model developers, software publishers embedding those models, integrators and consultancies, specialised entrants, and your direct competitors. For each one we follow product movements, funding and ownership, partnerships, recruitment signals, public commitments and the dependencies that constrain them.
Dependency analysis is a distinctive part of this work. Behind a commercial offer there is usually an infrastructure provider, a model provider and a licence, and the conditions attached to those layers determine what the offer can promise. Making that chain visible often explains a change of positioning better than the communication that accompanied it.
On your competitors, we report observable actions rather than declarations: published references, tenders won, recruitment, contract notices, patents where relevant, and changes to their public offer. Where a claim cannot be substantiated, it is reported as a claim. The purpose is to give your teams a basis for decision, not a collection of press extracts.
How we work on it
- We establish with you the list of players to follow and the reason each one matters.
- We define the signals to track for each category, from product releases to recruitment and funding.
- We monitor public sources continuously and verify every significant movement at source.
- We analyse the dependency chains behind each offer, including licences and infrastructure.
- We report movements with their interpretation and their consequences for your position.
- We update the mapping of the ecosystem as the landscape changes.
Where the information comes from
Sources are selected with you at the start of the assignment and reviewed as the subject evolves.
- Corporate publications, financial filings, registers and ownership records
- Product documentation, licence texts and public service commitments
- Funding announcements, partnership notices and merger and acquisition records
- Recruitment publications, patents and public tender awards
- Specialised professional press, analyst material and conference proceedings
Possible deliverables
The format is chosen with you. A single assignment can combine several of them.
- A mapping of players, positioning and dependencies in your market
- Individual player profiles updated at the agreed frequency
- Immediate alerts on acquisitions, partnerships and significant product moves
- A monthly competitive bulletin with analysis of what changed
- A briefing note prepared ahead of a board or strategy committee
Who this service is designed for
What this service does not promise
We work exclusively from lawful public and open sources. We do not collect confidential information, do not approach employees of the organisations followed and do not use covert methods. What is not observable is reported as unknown.
How to start
Send us the players you want followed and the decisions this monitoring has to support. We propose a perimeter, the signals to track and a reporting rhythm.