Financial services use case

Portfolio risk analysis

The operating problem, the system we deploy, and the one metric it should move. Scoped as a specification, not a slogan.

The operating problem

Analysts stitch exposures, covenants and market data into committee commentary every cycle, and the numbers are stale by the time the deck is built.

What we deploy

A risk-analysis assistant that flags concentrations and breaches against policy and drafts the committee commentary with each figure traced to its position.

  • Reads current exposures and covenant terms
  • Flags concentrations and breaches against policy
  • Drafts committee commentary with each figure traced
Outcome target
Target: 35 to 55% less analyst time to prepare the portfolio risk pack.
Time to value
10 to 14 weeks to production
Metric we measure
Hours to produce a committee-ready risk pack per cycle.

Where it goes nextExtend to intra-cycle alerting when an exposure crosses a policy threshold between reports.

Works with the systems you already have
Snowflake
Power BI
Salesforce
Temenos

Your data remains under your control.

How every use case is scoped

The same four questions, every time

Every use case is scoped around the operating problem, the system, the metric, and the time to value. Nothing ships without a number to move and a source it can cite. The first step is the deployment review, where we map the business process to your systems and agree the metric before building.

Next step

Put a number on this use case

Bring the process. We will define the problem, the metric, and the route to production.

See the deployment review

Start a conversation

Tell us what you want to explore, deploy, or teach. We reply within two business days.