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Services

Specialist Data & AI Services for Financial Institutions

Finsight helps financial institutions understand their existing business and data landscape, identify where AI and better-connected context can create value, and turn focused opportunities into working capabilities.

We work around the data, systems and technology you already have.

Start with what exists. Find where value can be created. Build only what is needed.

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Discover

5-Day AI & Context Discovery​

A structured way to understand how AI can create value for your business — before deciding what should be built.

Many organisations want to adopt AI but do not know where to start. This engagement helps them understand how AI can help their business, based on their data, systems, processes and business context.

Over five focused days, Finsight works with business and technology stakeholders to understand the relevant business requirements, data systems, information flows, existing capabilities and business context.

We then identify where important context is fragmented or missing, explore practical business and AI opportunities, and recommend the most useful next step.

Deliverables

  • Business & Requirements View. A structured view of the relevant business areas, stakeholders, workflows, decisions, pain points and requirements.
  • Data & Systems Landscape. A map of the relevant systems, datasets, platforms, interfaces and information flows.
  • Context Gap Map. A view of where business meaning, relationships, events, state or rules are fragmented or missing.
  • Business & AI Opportunity Map. A focused set of practical opportunities emerging from the existing business and data landscape.
  • Recommended Next Steps. A recommended path forward covering priorities, implementation scope, architecture considerations and measurable outcomes.
Deliver

Focused Implementation​

Turn a tangible business case into a working operational capability.

Finsight favours focused implementations over large upfront transformation programmes.

We build only the data connections, business context, logic and application capability required to solve the problem and demonstrate tangible business value.

Each implementation extends a shared context foundation, so new use cases can build on what already exists rather than creating another isolated solution.

Start with one tangible business case. Build only the context it needs. Extend the shared foundation as new use cases prove their value.

Accelerated by AI-Foundry

AI-Foundry is Finsight's reusable implementation framework for developing financial context-driven capabilities faster and more consistently. It supports:

  • ontology and semantic development;
  • compiling semantic models into implementation-ready capabilities;
  • binding context to existing data and systems;
  • business rules and decision logic development;
  • AI and agent coordination;
  • operational tooling and deployment.
Explore AI-Foundry Framework →
Solution accelerator

Client Opportunity Intelligence

Capital Markets

Built for capital-markets institutions, the Client Opportunity Intelligence accelerator identifies sales and client-intelligence opportunities across client data, positions, market information and business context.

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Onsite Engineering

Forward-Deployed Engineering & Advisory​

Finsight works directly alongside business, architecture and engineering teams when specialist expertise is needed to move an evolving problem toward a working solution.

This can range from architecture and modelling through to hands-on implementation.

Capabilities

Financial data architectureContext-layer architectureFinancial ontology and semantic modellingPalantir Ontology and application developmentAI architecture and implementationHands-on engineeringArchitecture and design review

Engagement models

Support can be provided as a focused project, defined sprint, a small number of days per week, or specialist advisory engagement.

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