Deciding where AI is useful
Which work in the organization AI should take on, which it should not, and what it would really cost to run, measured against how the work is done today.
Advisory
Senior advisory for consequential AI decisions.
When leaders have to decide where AI belongs, whether a proposal holds up, or how to brief a board, Eldris provides independent analysis and a deliverable they can act on: an assessment, a decision memo, an executive briefing, or oversight of the delivery that follows.
Client situations
Where clients bring us in.
Each begins the same way. Something important is about to be decided, funded, defended, or explained.
Assessing a proposal or a vendor
An independent test of the claims, the economics, and the risks behind an AI proposal, a vendor's pitch, or an investment case, before anyone signs.
Preparing leaders or a board
Briefing directors and executives so they can question an AI plan with confidence, and weigh the answers they get.
Policy and governance
Clarifying what an organization's own AI policy should require, and what a bill, rule, or agency proposal would actually do inside a working enterprise.
Overseeing delivery
Senior oversight of an AI implementation across technical teams, vendors, and markets, so the work stays tied to the decision it was meant to serve.
What clients receive
A defined question, and a deliverable that answers it.
- A scoped assessment The question agreed at the start, the evidence gathered, and a clear view of what holds up, what is weak, and what should change.
- A brief or decision memo A written recommendation the people deciding can read in one sitting and act on.
- Assumptions and evidence, stated What the conclusion rests on, where the evidence is thin, and what would change the answer.
- Executive and board education Briefings and working sessions for the people who have to own the decision and explain it.
- Delivery oversight, if wanted Senior involvement once the decision is made, through to the work it sets in motion.
Find the weaknesses before the board, the regulator, or the journalist does.
How Eldris works
Senior-led, team-backed, and independent.
Dr. Jeffrey Allan leads each engagement: the client relationship, the interviews, the analysis, and the conclusion. Behind him, the Eldris team builds the record the work needs: operating and financial analysis, counterarguments, regional and cross-cultural context, and technical validation by people who build AI software.
Our assessment follows the evidence. We make assumptions and limitations explicit, including when the analysis does not support the preferred direction. Clients buy honest analysis, not a predetermined favorable answer.
Where the analysis does support a position, we can help leaders present it to a board, to investors, or to policymakers, and support policy and counsel teams with technical and operational analysis. Eldris does not give legal advice, act as legal representation, certify systems, or guarantee outcomes.
Delivery
Who does the work, said plainly.
Some delivery Eldris does itself, some it oversees while a partner carries it, and some it does not do. Each engagement states which is which before it starts.
Analysis and our own software
Assessments, decision memos, briefings, and delivery oversight. For OOMU, paid setup, workflow design, and training for the teams using it, and deployment of OOMU Control.
Larger system builds
Where a decision leads to building or integrating systems beyond OOMU, an implementation partner can carry the delivery while Eldris provides architecture and senior oversight.
Legal work and guarantees
Legal advice and representation, certification or audit attestation, and promised results. We will say so early, and suggest who is better placed.
How an engagement runs
Six stages, usually in weeks rather than quarters.
Define the question
Agree on the actual question, who has to be satisfied, the deadline, and what a useful answer would change.
Gather the evidence
Interview the people who own the decision, collect the operating and financial record, and separate what is known from what is assumed.
Test it
Argue the other side properly, model the failure cases, and check the technical claims against how these systems behave in use.
Reach a view
A clear position on what is defensible, what is weak, and what should change before the decision goes further.
Write it up
The memo or brief, the assumptions and risks behind it, any board material, and the questions leadership should expect.
Present it
Walk the people deciding through the conclusion, take their questions, and stay involved through delivery if that was agreed.
For counsel and advisors
Bringing Eldris into a client matter.
Law firms, government relations and public affairs firms, consultancies, and transaction advisors bring Eldris in as a specialist on a specific matter. We work to your framing, inside your engagement, and provide the technical and operational analysis. The legal judgment stays with counsel.
Your client stays your client. We do not solicit the relationship, we do not publish client work, and we do not trade on client names.
What decision is in front of you?
A short description is enough to start. Tell us what is being decided and roughly when, and we will come back with how we would approach it.