We are a consultancy specialised in capital markets, with more than 25 years deploying technology in the sector. That track record is the basis of our AI practice: we know what can be automated, what has to stay inside the perimeter and how to take it to production with governance.
What we do
Two ways of working with us: we take on the whole project, or we place our specialists inside your team.
We take on the consulting and the delivery end to end with our own team: a single owner of the outcome, from start to finish. And where AI does not yet reach, the engineering of always.
We embed markets and AI specialists into your teams, under your direction and your processes. Capacity and judgement with no ramp-up curve.
Do you come from financial products, regulation or specialist platforms? Both models are also two ways to work with us.
→ Join aiRossWhy us
In banking and capital markets you also have to settle where the data may live, who answers to the supervisor and what the system withstands when it is attacked. We have spent more than 25 years in the core of the business.
The differentiator
Human-in-the-loop, data minimisation, traceability and explainability, from the first stroke. A dedicated team of specialists keeps track of the regulatory landscape that applies at any given moment, from MiFIR and EMIR to DORA and the AI Act.
Offensive and defensive security from day one with SilentForce as specialist partner. Every solution enters production already tested against a real attack.
Investment decision, pricing, execution and position management, with market data and valuation engines. Limits and risk control before the trade.
Matching, front-back reconciliation and collateral management, with straight-through processing end to end.
Settlement, corporate actions and fails under CSDR, integrated with CCPs, depositories and custodians.
Data processing, reconciliation and UTI pairing, client reporting and a testing factory for regulatory releases.
Banks · Asset managers · Hedge funds · Broker-dealers · Insurers · Depositories and custodians · Market infrastructures
How we work with you
One point of contact and one owner of the outcome.
It fits the client's real problem and their day-to-day operation.
It runs inside the perimeter and under the bank's data policy.
In 6–8 weeks, a real case up and running with governance from the start. The decision is made on evidence.
A case, not a demoTurnkey, with defined scope and schedule, adapted to the client's workflow.
A project of monthsA recurring service that keeps the system current: no obsolescence, fine-tuning and continuous training.
Impact measured continuouslyThe economic model
The same level of rigour as a large generalist consultancy, without its structural burden.
Enterprise API in the EU region, zero retention and no training on client data. For public or low-sensitivity data.
Dedicated tenant in the bank’s own cloud, private endpoints and no internet egress. Auditable under DORA.
On-premise or European sovereign cloud. Inference runs next to the core.
A frontier model orchestrates the process without ever seeing the hot data.
Use cases
The break queue sorts itself and the close stops being a race against the clock.
Verification goes from days to minutes, with evidence and an audit trail ready for review.
In production and in real use, with an independent impact audit. The same pattern transfers to a bank.
Today it is an asset of the bank, with unlimited history, no licences and a full audit trail. It is already being replicated in another geography of the group.
Let's talk
We listen, identify the candidate case, assess data sensitivity and put metrics, scope and deployment model in writing before a line of code is moved.
Hi, I'm airosso — the aiRoss assistant.
How can I help? You can ask me about our active openings, cases, sectors, or how to start a pilot.
If you want to apply for a position, drag your CV (PDF or Word) into the chat and I'll guide you.
