Organizations
Explain the issue you have observed and the decision it affects. Include relevant markets or systems when known.
Tell us what you have noticed in AI answers or the decision you need to make, the organization or market involved, and how you expect to use the findings. A short outline is enough to start a useful conversation.
Explain the issue you have observed and the decision it affects. Include relevant markets or systems when known.
Describe the client question, your role and the evidence you need. A confidential client can remain unnamed.
Share the editorial question, your publication and intended format.
Begin with an outline. Please keep passwords, sensitive personal information and confidential third-party documents out of the initial form.
You can also write to contact@aaikernel.com. For privacy or data-protection requests, write to privacy@aaikernel.com.
Enquiry intake collects only the information needed to assess the question a person submits. It does not ask for unnecessary sensitive detail.
We review your question and assess the available evidence, relevant scope and most useful research approach. If the work is a good fit, we discuss a proposal covering deliverables, timing, confidentiality, access, rights of use and commercial terms.
You do not need a finished research brief. Describe the situation and the decision, and we can develop the question together.
For republication or syndication of existing Observatory material, start with the publisher’s Press guidance. Contact AAI Kernel for a new investigation, deeper source research or data licensing.
An initial outline begins a scope discussion; it does not settle the engagement. The commissioning guide explains the decisions about evidence, output and responsibilities that follow. If the work needs restricted records, the access and handling guidance identifies what to agree before transferring them. Existing Observatory publications remain subject to the publisher’s own permissions.