One
Strategic advisory
Founder-led work on consequential AI decisions: independent review, decision assurance, and expert advocacy for boards, counsel, investors, and policymakers.
About Eldris
An applied AI firm built around judgment.
Eldris works across strategic advisory, product, and applied R&D. The advisory practice is led personally by Dr. Jeffrey Allan.
Dr. Jeffrey Allan
Founder
Dr. Allan's doctorate and his current work are both about the same thing: what happens when AI meets a real organization. Behind that sits more than twenty years in multinational enterprise and technology across the United States and Asia, including strategic roles inside Fortune 500 companies, where he learned that the hard part of any technology decision is rarely the technology.
He has been an operator and a founder as well as an advisor. He co-founded two startups and saw both through to exit, raised more than $30 million, worked through an IPO, and served as a venture partner. That experience is why he reads a business case the way an investor does rather than the way a vendor does.
He has spent much of his career representing organizational interests before government, working across roughly three dozen states and at the federal level. He knows how a technical position holds up when a committee, an agency, or a journalist starts pulling on it.
On the academic side, he leads a university center on responsible technology and AI, and his doctoral research focuses on applied AI in the multinational enterprise. He is the author of two bestselling AI books for Wiley, AI in Business For Dummies and Writing AI Prompts For Dummies, and speaks regularly on enterprise and policy audiences' terms rather than the industry's.
He founded Eldris and builds OOMU, the company's agentic AI platform. He is also a U.S. Marine Corps veteran, which is probably where the habit of arguing the other side first comes from.
- 20+ years in multinational enterprise and technology, United States and Asia
- Strategic roles inside Fortune 500 organizations
- Two co-founded startups, two exits, $30M+ raised, IPO and venture experience
- Government relations across roughly three dozen states and at the federal level
- PhD, applied AI in the multinational enterprise
- Director of a university center on responsible technology and AI
- Author of two bestselling AI books, AI in Business For Dummies and Writing AI Prompts For Dummies (Wiley)
- Founder of Eldris and builder of OOMU
Senior-led. Team-backed.
The judgment is one person's. The record is not.
Dr. Jeffrey Allan leads the judgment, the executive interaction, and every consequential presentation. Eldris assembles the research, business, engineering, policy, and regional expertise needed to build the record behind the opinion.
Depending on the matter, that means quantitative and operating-model analysis, counterargument development, company and government dossiers, international and regional research, cross-cultural interpretation, and technical validation of claims by engineers who build AI systems every day.
Clients get a senior opinion. They also get the work that makes it hold up under questioning.
What Eldris is
Three businesses, in one order.
Two
OOMU
Our agentic AI platform. It is the proof that Eldris builds serious AI systems rather than only commenting on them, and a product path when a client problem genuinely fits it.
Three
Implementation and partners
Where a matter reveals real work to be done, Eldris provides architecture and strategic oversight while implementation partners carry the delivery.
How we work
Four commitments we will not trade away.
Independence
A client buys the analysis. If a decision does not hold up, they hear it from us privately and early enough to do something about it.
Plain language
If a position cannot be explained to a director or a legislator in their own words, it is not finished.
Senior involvement
The person who forms the opinion is the person in the room when it is challenged.
Discretion
Matters are confidential by default. We do not publish client work or trade on client names.
The name
A fire that guards.
Eldris comes from Scandinavian roots: eld, fire, and ris, guardian. A protective fire gives light and warmth to the people gathered around it, and it keeps watch on everything beyond it. That is the standard we hold our work to.
What decision has to hold up?
Eldris
Senior AI judgment for decisions that matter.