Central Banks & Public Finance
Policy and monetary series analysed under a sovereign mandate, on infrastructure the institution answers for itself.
SolutionsFinance
Your alpha is the product. Stop renting it out.
Every prompt sent to a public model is a disclosure. For an institution whose advantage is proprietary research, that is not a privacy question. It is a competitive one. Barie keeps the reasoning, and the edge it produces, inside the firm.
Finance
Research deskIn your VPC
Thesis: EMEA freight repricing, Q3
Positions readin the book
Surveillance runin the book
Research synthesisedin the book
External model callnever made
the edge stays inside the firm0 B out
Across the institution
Built for the desks that carry the risk.
Banking & capital markets
Surveillance, exposure and research run against the book itself: no strategy disclosed to a model somebody else operates.
On the desks
The reconciliation nobody has time to finish.
Quarter close, surveillance and credit review all fail in the same way. The numbers live in systems that were never designed to agree with each other, the reconciliation falls to whoever is free, and the deadline arrives before the answer does.
- Exposure and quarter close. Positions reconciled across ledger, trading and collateral systems, with every variance traced to the source row that caused it, so the argument is about the break, not about whose spreadsheet is right.
- Compliance surveillance. Communications and trade activity reviewed against policy at full volume, without either being shipped to a vendor to be read.
- Research synthesis. Internal research, filings and market data drawn together into a view an analyst can act on, while the thesis stays inside the firm.
Q3 counterparty exposure reconciliation
Result
Positions reconciled across the core ledger, two trading systems and the collateral book.
Findings
- 142 variances flagged, each traced to a source row
- 4 breaches of internal concentration limits
- Draft memo written back to the risk workspace
Model never saw a counterparty name outside your VPC0 B egress
A worked example, under compliance
Research analysed without a single disclosure.
Compliance had ruled that every prompt was a disclosure, so analysts went back to doing it by hand. Here is what it looks like when the reasoning moved onto the firm’s own compute.
Investment Institution: Proprietary Research
Challenge
The firm’s edge is its proprietary research, yet every prompt to a public model is a disclosure, and potentially trains a model a competitor can rent tomorrow. Compliance capped AI use, and analysts fell back to manual work.
Solution
Barie keeps the reasoning inside the firm, on compute the firm owns. Analysts run deep research and scenario models across internal data and the live web, cited and defensible, with zero customer data egress, turning AI from a leak risk into an owned advantage.
Why it satisfies the examiner
Examinable by design, not reconstructed later.
An examiner does not ask whether the answer was good. They ask what it was based on, who asked for it, and whether you can show them. Reconstructing that after the fact is the expensive part. Barie records it as it happens.
Examinable on demand
Every retrieval, decision and write is recorded and replayable, in a form you can export to an examiner rather than screenshot from a dashboard.
Information barriers hold
A run carries the identity of the person who started it, so a wall between desks is still a wall when an agent is the one doing the reading.
Your thesis stays proprietary
The reasoning runs on machines the firm owns, so the research behind your edge never becomes an input to a model a competitor can subscribe to next quarter.
The execution and audit model is documented on the Platform page.
Own your intelligence.
Bring the reconciliation that always runs late, and watch it close inside your own tenancy.