The Intelligence Engine for Capital Markets
The Intelligence Engine for Capital Markets
Engine AI turns fragmented Capital Markets data into Actionable Intelligence: accurate, explainable insights that drive faster, better-informed decisions.
Engine AI turns fragmented Capital Markets data into Actionable Intelligence: accurate, explainable insights that drive faster, better-informed decisions.
WHAT WE DO
Turning Complex Capital Markets Data into Actionable Intelligence
Turning Complex Capital Markets Data into Actionable Intelligence
Turning Complex Capital Markets Data into Actionable Intelligence
Engine AI’s proprietary Domain Knowledge Engine is purpose-built for Capital Markets, delivering Actionable Intelligence through production-grade, persona-specific workflows. It solves real-world business problems by combining best-in-class industry capabilities with your firm’s expertise, connecting every layer of your data, applying domain-tuned advanced analytics, and delivering insights in the way your teams actually work.
Engine AI’s proprietary Domain Knowledge Engine is purpose-built for Capital Markets, delivering Actionable Intelligence through production-grade, persona-specific workflows. It solves real-world business problems by combining best-in-class industry capabilities with your firm’s expertise, connecting every layer of your data, applying domain-tuned advanced analytics, and delivering insights in the way your teams actually work.
how we do it
Intelligence That Understands Capital Markets and Your Business
Intelligence That Understands Capital Markets and Your Business
Engine AI delivers intelligence personalised across four levels – Industry, Firm, Persona, and User. Every insight is delivered with accuracy, relevance, and full transparency – delivered at the speed and security enterprise users demand.
01 Industry
01 Industry
Powered by our proprietary Knowledge Graph, it captures shared data, analytics, and core workflow patterns, and unifies Structured and Unstructured Data into a single foundation.
02 Firm
02 Firm
Your proprietary data, models, and business rules are embedded, ensuring every insight reflects your organisation’s operating model and methodology.
03 Persona
03 Persona
Configured around how each role operates with persona-specific workflows, optimising how insights are delivered and consumed.
04 User
04 User
Users can build and customise their own workflows using natural language through Vibe Analytics. Individual workflows adapt to each user with each interaction so intelligence becomes more relevant over time.
WHY ENGINE AI
The Enterprise Harness: Unlocking Trillions of Investments
The Enterprise Harness: Unlocking Trillions of Investments
Capital Markets organisations
Capital Markets organisations
Capital Markets organisations
Capital Markets organisations
Capital Markets organisations
have spent
decades investing in
Structured Data
Structured Data
Structured Data
Structured Data
Structured Data
and
the
infrastructure
to
support
it.
More recently,
Foundational Models
Foundational Models
Foundational Models
Foundational Models
Foundational Models
have
unlocked
Unstructured Data
Unstructured Data
Unstructured Data
Unstructured Data
Unstructured Data
driving
a
surge
in
Data,
Analytics,
and
AI tools
across the
front
office.
Yet
despite
trillions
trillions
trillions
trillions
trillions
invested,
most
of
this
value
remains
untapped.
untapped.
untapped.
untapped.
untapped.
Today,
the
constraint
is
no
longer
data,
models,
or
applications -
it is
Actionable Intelligence.
Actionable Intelligence.
Actionable Intelligence.
Actionable Intelligence.
Actionable Intelligence.
Engine AI
is
the
Enterprise Harness
Enterprise Harness
Enterprise Harness
Enterprise Harness
Enterprise Harness
for
Capital
Markets.
We
unlock
value
by
connecting
Structured
and
Unstructured
data
(Dual-Mode AI)
(Dual-Mode AI)
(Dual-Mode AI)
(Dual-Mode AI)
(Dual-Mode AI)
across
any
data
infrastructure,
combining
it
with
an
open analytics environment
open analytics environment
open analytics environment
open analytics environment
open analytics environment
that
applies
AI
on
top
of
existing
Machine Learning
and
Quantitative Models
-
either
through
a
Foundational Model
of
the
client's
choice
or
a
synthesis layer
synthesis layer
synthesis layer
synthesis layer
synthesis layer
that
combines
multiple
models
to
close
performance gaps
performance gaps
performance gaps
performance gaps
performance gaps
This delivers Actionable Intelligence that is:
This delivers Actionable Intelligence that is:
Accurate
Driven by domain-specific Knowledge Graphs and explainable reasoning.
Relevant
Insights are filtered and contextualised for each user’s role, coverage universe, and current focus.
Transparent
Full data lineage and a complete audit trail across every output. No black box.
Governed
Complete oversight of usage, performance, and adoption across the enterprise down to the team and user level.
Fast
Answers across billions of data points delivered in seconds.
Fast
Answers across billions of data points delivered in seconds.
Accurate
Driven by domain-specific Knowledge Graphs and explainable reasoning.
Relevant
Insights are filtered and contextualised for each user’s role, coverage universe, and current focus.
Transparent
Full data lineage and a complete audit trail across every output. No black box.
Governed
Complete oversight of usage, performance, and adoption across the enterprise down to the team and user level.
WHO WE SERVE
Built for Teams Across Capital Markets
Investment & Retail Platforms
Trading Intelligence
WHAT OUR CLIENTS ARE SAYING
Real Business Impact
"What you're doing revolutionises how people interact with Capital Markets participants.
EMEA Head of Financial Services, Hyperscaler
"We looked at everything out there. None of it comes close to the platform feel of what Engine AI has built. There's genuinely nothing comparable."
Head of Innovation, Leading Investment Platform
“It’s like having a decision engine that actually understands our business.”
Senior Executive, Global Bank
"This is the most revolutionary advancement to ever come from Equity Research"
Research Intelligence User, Global Bank
"Paradigm changing technology. Top 3% of tech I’ve ever seen. Anyone who has ever created an application knows how amazing this is."
Head of Data Science, $20bn Hedge Fund
“What we accomplished with you in a couple of months would have taken our team 18 months to deliver on their own, using our current technology partners”
Managing Director, Head of Product – Forbes 100 Company
"I was mega impressed. I asked very hard questions and received superb answers. This thing is getting crazy good, quick."
Research Intelligence User, Global Bank
"I've been presenting to these teams for the last 7 years, and this is the most I've seen any product resonate. Zero negativity. The value of Capital Markets Intelligence was clear, and the story finally hit home."
Head of Sales, Data Technology Company
how we implement
Rapid, Seamless Deployments in Any Environment
Rapid, Seamless Deployments in Any Environment
Live in Under Four Weeks
Engine AI integrates with your existing infrastructure and delivers a production-grade deployment within four weeks so your teams are up and running with intelligence embedded in their workflows from day one.
AI Sovereignty
Engine AI empowers Capital Markets organisations to reduce dependency on Foundational models and better protect their IP. Our harness sits across both open and closed source models, allowing enterprises to route queries to the most suitable model – prioritising accuracy, speed and security – ensuring no single provider sees more than a fraction of a client’s activity. The harness connects every enterprise data asset whether in the cloud or on-prem, so our clients don’t need to compromise their data residency and cyber requirements to adopt AI. Client data is never used to train a model, whilst structured data is never sent to a model.
Build and Configure in Natural Language
Once deployed, teams can evolve tools independently using natural language via Vibe Analytics – creating new dashboards and workflows which they can share with other users to iterate further, scaling work across the Enterprise. Users can also choose any data source and model. What used to require an engineering ticket or hours of work from a data team now takes seconds.
Seamless UI Integration
Dashboards and agents embed directly into your existing architecture and platforms so users have a coherent experience. Theme and design system matching goes beyond the colour scheme to the underlying design principles, so users feel no change in the look and feel of the interfaces.
Enterprise-Grade Security
SOC 2 Type 2 compliant with flexible, enterprise-grade deployment models, including cloud, on-premises, or hybrid environments. Clients retain role-based access controls and every output carries full data lineage with a complete audit trail.
WHAT OUR CLIENTS ARE SAYING
Real Business Impact
"What you're doing revolutionises how people interact with Capital Markets participants.
EMEA Head of Financial Services, Hyperscaler
"We looked at everything out there. None of it comes close to the platform feel of what Engine AI has built. There's genuinely nothing comparable."
Head of Innovation, Leading Investment Platform
“It’s like having a decision engine that actually understands our business.”
Senior Executive, Global Bank
"This is the most revolutionary advancement to ever come from Equity Research"
Research Intelligence User, Global Bank
"Paradigm changing technology. Top 3% of tech I’ve ever seen. Anyone who has ever created an application knows how amazing this is."
Head of Data Science, $20bn Hedge Fund
“What we accomplished with you in a couple of months would have taken our team 18 months to deliver on their own, using our current technology partners”
Managing Director, Head of Product – Forbes 100 Company
"I was mega impressed. I asked very hard questions and received superb answers. This thing is getting crazy good, quick."
Research Intelligence User, Global Bank
"I've been presenting to these teams for the last 7 years, and this is the most I've seen any product resonate. Zero negativity. The value of Capital Markets Intelligence was clear, and the story finally hit home."
Head of Sales, Data Technology Company
WHY ENGINE AI
The Enterprise Harness: Unlocking Trillions of Investments
Capital Markets organisations
Capital Markets organisations
Capital Markets organisations
Capital Markets organisations
Capital Markets organisations
have spent
decades investing in
Structured Data
Structured Data
Structured Data
Structured Data
Structured Data
and
the
infrastructure
to
support
it.
More recently,
Foundational Models
Foundational Models
Foundational Models
Foundational Models
Foundational Models
have
unlocked
Unstructured Data
Unstructured Data
Unstructured Data
Unstructured Data
Unstructured Data
driving
a
surge
in
Data,
Analytics,
and
AI tools
across the
front
office.
This delivers Actionable Intelligence that is:
Accurate
Driven by domain-specific Knowledge Graphs and explainable reasoning.
Relevant
Insights are filtered and contextualised for each user’s role, coverage universe, and current focus.
Transparent
Full data lineage and a complete audit trail across every output. No black box.
Governed
Complete oversight of usage, performance, and adoption across the enterprise down to the team and user level.
Fast
Answers across billions of data points delivered in seconds.
Live in Under Four Weeks
Engine AI integrates with your existing infrastructure and delivers a production-grade deployment within four weeks so your teams are up and running with intelligence embedded in their workflows from day one.
AI Sovereignty
Engine AI empowers Capital Markets organisations to reduce dependency on Foundational models and better protect their IP. Our harness sits across both open and closed source models, allowing enterprises to route queries to the most suitable model – prioritising accuracy, speed and security – ensuring no single provider sees more than a fraction of a client’s activity. The harness connects every enterprise data asset whether in the cloud or on-prem, so our clients don’t need to compromise their data residency and cyber requirements to adopt AI. Client data is never used to train a model, whilst structured data is never sent to a model.
Build and Configure in Natural Language
Once deployed, teams can evolve tools independently using natural language via Vibe Analytics – creating new dashboards and workflows which they can share with other users to iterate further, scaling work across the Enterprise. Users can also choose any data source and model. What used to require an engineering ticket or hours of work from a data team now takes seconds.
Seamless UI Integration
Dashboards and agents embed directly into your existing architecture and platforms so users have a coherent experience. Theme and design system matching goes beyond the colour scheme to the underlying design principles, so users feel no change in the look and feel of the interfaces.
Enterprise-Grade Security
SOC 2 Type 2 compliant with flexible, enterprise-grade deployment models, including cloud, on-premises, or hybrid environments. Clients retain role-based access controls and every output carries full data lineage with a complete audit trail.
Rapid, Seamless Deployments in Any Environment
how we implement
WHO WE SERVE
Built for Teams Across Capital Markets
Investment & Retail Platforms
Trading Intelligence
Boost trader confidence and engagement with native access to institutional-grade data. Trading Intelligence distils thousands of data points into intuitive insights across 3,000+ Equities, 2,000+ ETFs, Crypto, and Global FX. Explainable insights across Fundamentals, Technicals, Flows, and Sentiment are delivered through an AI-native Intelligence Interface – helping users understand markets, identify opportunities, and trade with confidence.
Banks & Research Boutiques
Research Intelligence
Accelerate research adoption across internal teams, including Sales & Trading, Investment Banking, and Wealth & Investment Banking teams, or directly for your clients. Research Intelligence unifies published research and the models that sit behind it, with external data in an Intelligence Interface – giving every user the feeling that they are speaking to the analyst themselves. Research Intelligence keeps coverage current between publications, driving research consumption and monetisation.
Data & Data-Technology Companies
Capital Markets Intelligence
Unlock new revenue streams and drive deeper adoption with existing clients through interactive, explainable intelligence built on your data and technology. Capital Markets Intelligence helps you reach new client segments whilst maximising value from your current customer base. Each deployment is bespoke – designed to help your clients extract more value and differentiate your offerings in an increasingly competitive market.
how we implement
Rapid, Seamless Deployments in Any Environment
Live in Under Four Weeks
Engine AI integrates with your existing infrastructure and delivers a production-grade deployment within four weeks so your teams are up and running with intelligence embedded in their workflows from day one.
AI Sovereignty
Engine AI empowers Capital Markets organisations to reduce dependency on Foundational models and better protect their IP. Our harness sits across both open and closed source models, allowing enterprises to route queries to the most suitable model – prioritising accuracy, speed and security – ensuring no single provider sees more than a fraction of a client’s activity. The harness connects every enterprise data asset whether in the cloud or on-prem, so our clients don’t need to compromise their data residency and cyber requirements to adopt AI. Client data is never used to train a model, whilst structured data is never sent to a model.
Build and Configure in Natural Language
Once deployed, teams can evolve tools independently using natural language via Vibe Analytics – creating new dashboards and workflows which they can share with other users to iterate further, scaling work across the Enterprise. Users can also choose any data source and model. What used to require an engineering ticket or hours of work from a data team now takes seconds.
Seamless UI Integration
Dashboards and agents embed directly into your existing architecture and platforms so users have a coherent experience. Theme and design system matching goes beyond the colour scheme to the underlying design principles, so users feel no change in the look and feel of the interfaces.
Enterprise-Grade Security
SOC 2 Type 2 compliant with flexible, enterprise-grade deployment models, including cloud, on-premises, or hybrid environments. Clients retain role-based access controls and every output carries full data lineage with a complete audit trail.
WHAT OUR CLIENTS ARE SAYING
Real Business Impact
"What you're doing revolutionises how people interact with Capital Markets participants.
EMEA Head of Financial Services, Hyperscaler
"We looked at everything out there. None of it comes close to the platform feel of what Engine AI has built. There's genuinely nothing comparable."
Head of Innovation, Leading Investment Platform
“It’s like having a decision engine that actually understands our business.”
Senior Executive, Global Bank
"This is the most revolutionary advancement to ever come from Equity Research"
Research Intelligence User, Global Bank
"Paradigm changing technology. Top 3% of tech I’ve ever seen. Anyone who has ever created an application knows how amazing this is."
Head of Data Science, $20bn Hedge Fund
“What we accomplished with you in a couple of months would have taken our team 18 months to deliver on their own, using our current technology partners”
Managing Director, Head of Product – Forbes 100 Company
"I was mega impressed. I asked very hard questions and received superb answers. This thing is getting crazy good, quick."
Research Intelligence User, Global Bank
"I've been presenting to these teams for the last 7 years, and this is the most I've seen any product resonate. Zero negativity. The value of Capital Markets Intelligence was clear, and the story finally hit home."
Head of Sales, Data Technology Company
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.
© 2026 Engine AI. All Rights Reserved.
© 2026 Engine AI. All Rights Reserved.
© 2026 Engine AI. All Rights Reserved.