AI Consultancy for Capital Markets

Production AI for financial institutions, prop firms and trading desks.

Viking Invest builds artificial intelligence systems for the firms that move markets — financial institutions, proprietary trading firms and front-office trading desks. Twenty years inside financial markets, now applied to AI.

P&L focused
We prioritise where AI moves the bottom line, not the headlines.
Builders, not slideware
We ship production systems — and trade on one ourselves.
Tier-1 pedigree
Senior delivery from former MUFG, RBC, Deutsche Bank and Credit Suisse.
What we do

AI consultancy across the trade lifecycle

For trading desks, risk functions and treasury teams that want AI delivered with the same discipline as a regulatory programme.

AI Strategy for Trading & Risk

We map where AI generates alpha, reduces operational risk or replaces manual work across the trade lifecycle — prioritised by P&L impact, not novelty.

Custom Models for Capital Markets

Bespoke models, agents and decision tools built for your asset class, trading style or regulatory environment — production-ready, not pilot theatre.

Quant Data & Trading Systems

Multi-source price feeds, signal engineering, execution analytics and backtesting infrastructure — the same discipline behind the Viking Invest Trading Platform.

Regulatory & Change Management

Two decades delivering BCBS 248, SR 11‑7, MIFID, Dodd‑Frank and EMIR programmes for Tier-1 investment banks — with the operating models, controls and reporting that go with them.

AI Enablement for Traders & PMs

Workshops and hands-on training for portfolio managers, traders and risk teams — use AI with judgement, not blind faith.

Advisory & Fractional Head of AI

Ongoing technical leadership for trading, treasury and risk functions — architecture reviews, vendor selection and a steady hand on direction.

Built by Viking Invest

The Viking Invest Trading Platform

Designed and built with Claude AI, the Viking Invest Trading Platform helps professional traders anticipate cyclical phases and execute with discipline using automated strategies and risk-management algorithms.

  • Multi-source price feeds across 22 markets
  • Live signal generation with 4/4 confluence scoring
  • Structured trade journaling and risk-management algorithms
  • Backtesting engine running on a year of validated price data
Open the live dashboard
How we work

A clear path from idea to impact

Every engagement follows the same honest rhythm — no surprises, no endless discovery.

1

Discover

We learn your business, audit your data and pinpoint where AI is genuinely worth it.

2

Prototype

A focused proof of concept that tests the riskiest assumption first — fast and cheap to learn.

3

Deploy

We build the production system, integrate it with your stack and document everything.

4

Scale

We measure results, refine the model and help your team take ownership for the long run.

Who we are

Where regulatory expertise meets AI engineering

Viking Invest Ltd was founded in 2011 as a business management consultancy specialising in regulatory initiatives and change management for the financial and banking sector. We bring more than twenty years of senior business analysis and delivery from large transformation programmes at Tier-1 investment banks and blue-chip companies.

More recently we expanded into AI trading — designing and building a live trading platform with Claude AI that helps traders anticipate cyclical phases and execute with discipline. The same engineering rigour and focus on project execution now powers our AI consultancy work.

Our unique Nordic business model underpins both sides of the practice: a high standard of work ethics, an entrepreneurial mindset and a differentiated, expert consultancy service you can hold accountable.

What you can expect

Plain language
Clear explanations of what AI can and cannot do for you.
Measurable outcomes
Every project tied to a metric that matters to your business.
Responsible by default
Privacy, security and human oversight built in from the start.
No lock-in
You own the code, the models and the knowledge we leave behind.
Track record

Two decades inside the world's largest banks

Twenty years of senior business analysis and regulatory delivery across leading global investment banks — the foundation for the work we do today.

Mitsubishi UFJ Royal Bank of Canada Deutsche Bank Credit Suisse UBS Barclays
Regulatory delivery

BCBS 248 · SR 11‑7 · MIFID · Dodd‑Frank · EMIR

Built and delivered intraday liquidity, model risk and recovery & resolution programmes — with practical, hands-on knowledge of the regulations that shape them.

Operating models & systems

TOM design, BRDs and front-to-back delivery

Target Operating Model design and full project lifecycle delivery on Smartstream TLM · CMS · IDLM, Murex, Gloss and LSEG Refinitiv.

Front office & risk

Counterparty risk, PFE and intraday liquidity

Centralised counterparty risk models, PFE work, intraday liquidity controls and regulatory reporting — migrating from spreadsheets to strategic platforms.

Trader accreditationAI Trader CPD · FX, Commodities, Indices
ProcessSix Sigma Green Belt
EducationBSc International Business · Copenhagen Business School
TechnicalPython · Tableau · Bloomberg · Murex
Start a conversation

Let's find where AI moves your P&L

Tell us about the trading desk, risk function or regulatory programme you are looking to improve. We will reply with an honest view of whether — and how — AI can help.