A natural language interface for your firm's key information
Institutional knowledge in financial services firms tends to be distributed across policy documents, procedure manuals, regulatory frameworks, fund data, client records, and the heads of experienced staff. Finding the right answer quickly means knowing where to look, which takes time even for people who know the firm well.
A knowledge assistant changes that. It gives your team a single, natural language interface to the information that matters, so they can get accurate answers in seconds rather than hunting through shared drives or waiting for a colleague to respond.
We build assistants scoped to a defined knowledge base: your documents, your data, your firm's specific context. The assistant does not guess or hallucinate, it retrieves and synthesises from the sources you have provided, with appropriate access controls to ensure people only see what they should.
Typical applications in financial services
Compliance assistant
Trained on your regulatory framework, internal policies, and procedural documentation. Gives compliance and operations teams instant answers to policy questions without creating a queue at the compliance desk.
Investor relations assistant
Access to fund data, track record, strategy documents, and standard FAQs. Enables IR and client service teams to respond to investor queries faster and more consistently.
Operations assistant
Covers fund procedures, SLAs, escalation paths, and counterparty details. Particularly valuable for onboarding new team members or covering during staff absence.
Research and due diligence assistant
Natural language query over investment memos, manager research, and portfolio data.
What you receive
A configured, deployed knowledge assistant scoped to your knowledge base and access requirements. Integration with your document environment. User testing and team onboarding. Optional maintenance contract covering knowledge base updates and model tuning.
If your team spends time looking for answers that should already be accessible, we should talk.