Stop Asking 'What's Our AI Strategy?' Start Building Your Intelligence Strategy

Structured Data, Domain Knowledge, and the Future of Enterprise AI in Capital Markets

AI

Authored by

Yasmina Irsheid

VP Strategy & Growth Operations

Audience

Business

Read Time

3m

The Wrong Question

Walk into any financial services boardroom and you will hear it: "What's our AI strategy?" 
Consultants get hired. Budgets get allocated. PowerPoint decks multiply. 
It is about as useful as asking "What's our electricity strategy?" 
AI itself is table stakes. What separates firms is intelligence that actually understands their domain. The question that matters: 

"What business problems are we trying to solve? And how can intelligence built for Capital Markets solve these problems?"  

What CEOs Are Actually Seeing 

Teneo's survey of 350+ public company CEOs tells the story. Less than half of AI projects deliver more return than cost. Yet 68% plan to increase spending in 2026. 
That is not irrational. It is leadership realising generic AI was never the answer. Domain intelligence is.

The Predictable Journey

Here is how most firms learn that lesson: 
1. AI becomes table stakes. 
2. Hire talent, deploy generic platforms. 
3. Pilots disappoint - outputs lack context. 
4. Pivot to domain intelligence. 

Instead of asking "What's our AI strategy?", Engine AI customers skip directly to step 4: 

"What intelligence do our decision-makers need to move faster with confidence?" 

Engine AI's Edge: Domain Intelligence First 
This is where Engine AI comes in. We never chased generic AI. We built intelligence purpose-built for Capital Markets from day one. 
We start with the domain - combining industry knowledge with your firm's expertise - and build up from there. Personalised across industry, firm, team and user levels. It gets sharper with every interaction. 

How Engine AI Delivers It 


  1. Data: Connected & Contextual 
    Our Domain Knowledge Engine unifies structured and unstructured data, internal and external, enriched with market logic and your firm's rules. Data is understood, not just aggregated. 

  2. Analytics: Precision Intelligence 
    Domain-tuned machine learning and LLMs deliver transparent insights grounded in Capital Markets reality. No guesswork. 

  3. Workflows: Actionable Intelligence 
    Persona-specific delivery gets the right insight to portfolio managers, analysts, investment bankers or risk teams in their format. 


Your Move 

The winners will not have clever PowerPoints about AI. 
They will have domain intelligence that understands Capital Markets and their business. 

Engine AI built that edge first. 
What is your play?  

Turn Complexity into Clarity & Action

Book a call with our team to explore how Engine AI can transform your data into actionable insights that drive decisions - in weeks, not months.

Turn Complexity into Clarity & Action

Book a call with our team to explore how Engine AI can transform your data into actionable insights that drive decisions - in weeks, not months.

Turn Complexity into Clarity & Action

Book a call with our team to explore how Engine AI can transform your data into actionable insights that drive decisions - in weeks, not months.

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© 2026 Engine AI. All Rights Reserved.

London

22a St James's Square
London SW1Y 4JH
United Kingdom

Lisbon

Av. Duque de Loulé 12
1050-093 Lisbon
Portugal

Get in Touch

© 2026 Engine AI. All Rights Reserved.

London

22a St James's Square
London SW1Y 4JH
United Kingdom

Lisbon

Av. Duque de Loulé 12
1050-093 Lisbon
Portugal

Get in Touch

© 2026 Engine AI. All Rights Reserved.