By Micky Irons, founder of Mickai.
Sovereign AI for wealth and asset management
Wealth and asset management runs on two things that public cloud AI cannot honour at once: client confidentiality and provable control. A private bank holds special category data, cross border mandates, and suitability records that regulators expect to be reconstructable years later. The prevailing answer, send the data to a hosted model and trust the provider, is exactly the answer a regulated firm cannot give. We built the alternative, and it runs today.
We run about fifty specialist models, twenty five domain and twenty five operational, with cross model routing under a deterministic arbiter, so outputs are reproducible. We run them on the customer's own hardware, on premises and air gapped, with zero data egress and no public cloud round trip. For a firm whose regulator asks where client data went and who saw it, the honest answer becomes simple. It never left the building.
Why the public cloud cannot serve this market
This is not a preference. It is law and supervisory expectation. Around 0.85 million UK businesses, roughly fifteen percent, and about five million across the EU legally cannot send data to public cloud AI. In wealth and asset management the constraints stack. PRA model risk expectations under SS1/23 require model governance, validation, and an audit trail that a black box hosted service does not provide. UK GDPR special category data covers the client information private banks routinely process. The EU AI Act classifies creditworthiness and several advisory functions as high risk. The NIS Regulations, ITAR and EAR for cross border defence linked wealth, and the US CLOUD Act, under which a US provider can be compelled to disclose data wherever it sits, complete the picture. Each one narrows what a hosted model may lawfully touch. Together they close the door.
The market reflects this. Sovereign AI is roughly forty billion US dollars in 2025, rising to about one hundred and forty eight billion by 2032. The growth is not sentiment. It is regulated demand meeting a supply that could not previously be built.
The audit trail regulators can verify without trusting us
Wealth management lives or dies on the record. Suitability, best execution, conflicts, and AML decisions must be defensible long after the people involved have moved on. We built the Open Audit Record for exactly this. Every consequential action is signed under post quantum cryptography (FIPS 204 ML-DSA-65, with ML-KEM-768) and hash chained into a tamper evident, append only ledger. Anyone can verify it offline, for decades, without trusting the vendor. A supervisor, an auditor, or a court does not have to take our word. The record proves itself. We also offer this as OAR-as-a-Service, so the capability can sit under systems a firm already runs.
Post quantum matters here more than in most sectors. Client relationships and the records that document them span decades. A signature that is sound today but breakable by a future quantum computer is not an audit trail, it is a liability with a delay on it. We signed the record against that horizon from the start.
The studios a wealth firm actually uses
We ship capability as studios. The names are drawn from Greek myth, the functions are serious and specific to a regulated desk.
Nemesis runs fraud and AML screening across transactions and onboarding, keeping the analysis inside the firm's own perimeter.
Tyche handles underwriting and risk assessment for lending secured against managed portfolios.
Plutus supports finance and FP&A, including fee reconciliation and management reporting.
Prometheus produces forecasting for portfolio and liquidity planning.
Nomos and Astraea cover compliance and legal, mapping decisions to the obligations above.
Pythia delivers business intelligence, and Aletheia provides independent audit over the firm's own activity.
Iris and Vinis handle client service and voice, so relationship managers keep continuity without exporting conversations to a third party.
Trust Agent is the perimeter that holds all of this inside the customer's walls, and the Agentic Marketing Team supports regulated client communications where every claim has to be defensible. Because these studios share one substrate and one arbiter, a decision made in underwriting and a disclosure made in compliance draw on the same reproducible models and land in the same verifiable record.
Built, filed, and attested across nodes
For firms operating across multiple offices or jurisdictions, Pantheon, our post quantum Layer 1, is on testnet and provides multi node attestation across fielded units with no central server. Each unit can attest to the others without a coordinating cloud, which suits a group that must keep German, Swiss, and UK operations legally distinct while sharing a common integrity standard.
The intellectual position is documented. We hold 104 filed UK patent applications, roughly 2,340 claims, across 13 invention families, owned by Mickai LTD, named inventor Mickarle Sean Junior Wagstaff-Irons. These are filed, not granted. Filing establishes priority and a prior art moat, which is what matters when the underlying methods, sovereign routing, the deterministic arbiter, and the verifiable ledger, are the assets. Mickai LTD is a UK company, Companies House number 17166618, with Birmingham manufacturing secured. Micky Irons is founder and CEO.
An ally to the platforms, not a rival
Our thesis is a dual buyer one. We sell sovereign AI directly to regulated firms the public cloud cannot lawfully reach, and we license the patented stack to the platforms that want to reach them. Internal analysis maps 196 companies and 311 patent to company pairs as potential licensees, including Microsoft, AWS, NVIDIA, Google, Adobe, and IBM. That is potential licensee sizing, not a signed book and not an infringement claim. A large platform that adds a sovereign, on premises, verifiable layer instantly serves the regulated wealth market it cannot serve today. We are an ally to the AI majors, not a competitor to them.
For a wealth or asset manager, the calculation is direct. The advisory, screening, and reporting work that compliance currently constrains can be done with modern models, on the firm's own hardware, with a record a regulator can verify without trusting anyone. That is the capability, and the market for it is already measured in tens of billions and rising.
Our pre-seed round is opening soon, and we welcome inquiries from interested partners by email at micky@mickai.co.uk or on LinkedIn.
Does client data ever leave our systems?
No. We run on your own hardware, on premises and air gapped, with zero data egress and no public cloud round trip. There is no hosted inference step and no provider that could be compelled to disclose your data under a foreign statute.
How does an auditor verify the record?
Every consequential action is signed under post quantum cryptography and hash chained into an append only ledger. An auditor verifies the chain offline, without any live connection to us and without trusting us, and the signatures remain sound against future quantum attack.
Is this a concept or is it running now?
It is built and live today. The models, the studios, and the Open Audit Record run on customer hardware now. Pantheon, the multi node attestation layer, is on testnet, and the patent estate, 104 filed applications across 13 families, is on file.
Written by Micky Irons, founder of Mickai. Originally published at https://mickai.co.uk/articles/wealth-asset-management. More from Mickai at mickai.co.uk.
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