Equities
single names, sectors, index constituents
Market analysis tools and custom AI Research Engineering (FDE) for investment research teams.
A market research and monitoring tool for investment teams. Screen a market, examine an instrument and follow the reasoning behind each conclusion.
Outputs identify live data, existing knowledge and inference.
Agree priorities and each delivery around the research work your team is doing.

Define the inputs, evidence, human review and outputs for market screening, company research and data aggregation.
Distinguish source data, existing knowledge and inference so teams can review the basis for a conclusion.
Connect through agreed APIs and interfaces, with access roles, activity records and controlled write-back aligned to institutional requirements.
Capture research rules, analysis methods and business context as maintainable skills and knowledge assets.
Evaluate proprietary models, open-weight models or local environments against project needs. Validate compatibility and task performance before switching.
Validate workflows against agreed use cases and define documentation, knowledge export and handover arrangements.
The universe is agreed with the investment team before work starts.
single names, sectors, index constituents
cross-asset macro, sovereigns, credit
major pairs, crosses, emerging-market currencies
energy, metals, agriculture
holdings, flows, tracking error
major liquid instruments, within applicable limits
We build research systems. Investment decisions stay with the team. Nothing we build touches order execution.
Read the full approach