Industries
Who We Serve
We work across financial services and other regulated industries — bringing deep sector expertise to every AI engagement.
01
Wealth Management
Enable RMs to serve more clients with higher-quality, scalable AI support.
Wealth managers face increasing pressure to grow AUM while maintaining personalised service. We build AI systems that augment relationship managers — surfacing client insights, automating pre- and post-meeting preparation, and ensuring every output is compliant and client-ready.
Use Cases
- RM productivity assistant with client insights
- Client prioritisation by AUM opportunity and attrition risk
- Portfolio suitability monitoring and drift alerts
- Proposal and report generation from structured data
- CIO guidance synthesis for advisor-ready briefings
- Audit and compliance documentation
02
Private Banking
Hyper-personalised service for HNW and UHNW clients at scale.
Private banks need to scale intimacy without sacrificing quality. Our AI solutions help relationship teams manage more complex client relationships, accelerate compliance-heavy workflows, and deliver consistently exceptional service across a growing book.
Use Cases
- Hyper-personalised service delivery at scale
- KYC and onboarding automation
- Discretionary portfolio intelligence and rebalancing signals
- Alternative investment research synthesis
- Client communication drafting in brand voice
- MiFID II suitability reports and regulatory filings
03
Corporate Banking
Accelerate credit, compliance, and relationship workflows.
Corporate banking operations are document-heavy, regulation-dense, and relationship-critical. We build AI pipelines that accelerate underwriting, automate compliance tasks, and give relationship managers a 360-degree view of every client and portfolio.
Use Cases
- Credit underwriting acceleration and memo generation
- KYB, UBO analysis, and onboarding automation
- Liquidity and treasury analysis
- Trade finance document processing and discrepancy detection
- Covenant monitoring and early warning signals
- Fraud and financial crime detection
04
Capital Markets & Investment Banking
Intelligence and automation for deal teams and research desks.
Deal teams and research desks need to move faster than the market. We build systems that synthesise information, generate investment content, and surface deal opportunities — with full source attribution and auditability for compliance.
Use Cases
- ECM/DCM deal intelligence and issuer screening
- Investment memo and pitch deck generation
- Real-time market event alerts
- Research synthesis from sell-side research and filings
- Deal scoring and opportunity ranking
- Compliance and audit trail for AI-generated content
05
Asset Management
Data-driven portfolio intelligence from alpha discovery to reporting.
Asset managers are embedding AI across the full investment lifecycle. We build systems for factor research, risk monitoring, and automated client reporting — calibrated for institutional-grade governance and regulatory obligations.
Use Cases
- AI-powered portfolio construction and backtesting
- Factor research and signal generation
- Risk management and drawdown control
- Investment research automation from earnings and filings
- Fund commentary and investor report generation
- ESG data integration and portfolio scoring
06
Insurance
Faster claims, smarter underwriting, automated compliance.
Insurance workflows are rich with unstructured documents and complex decisioning logic. We build AI systems that accelerate claims processing, detect fraud early, and produce compliant documentation — without sacrificing transparency or auditability.
Use Cases
- Claims triage and automated adjudication
- Fraud detection across claims history and behavioural signals
- AI-assisted underwriting and risk scoring
- Policy servicing automation via conversational AI
- Medical document summarisation
- Regulatory reporting and audit trail generation
07
Retail Banking & FinTech
Customer-facing AI that scales with your book.
Retail banks and fintechs compete on customer experience and operational speed. We help build the AI infrastructure behind fraud prevention, intelligent onboarding, next-best-offer engines, and personalised customer engagement at scale.
Use Cases
- Customer service chatbots and virtual assistants
- Fraud detection and AML compliance automation
- AI-assisted credit decisioning
- Customer onboarding and KYC automation
- Predictive customer retention
- Personalised product recommendations
Don't see your industry?
We work across regulated industries beyond financial services. Get in touch and we'll explore where AI can make the biggest difference for your organisation.
Talk to Us