Deploy pricing model changes in hours

Deploy pricing model changes in hours

Actuaries usually know the right call on day one. With hx, they can review, approve, and release the model change the same day.

By

Callum Jackson

·


If the news moves the market on Monday, have your rates moved with it by Friday?

Most actuarial teams are sitting on good judgment they can’t act on fast enough. A news event hits, such as a CAT event or a sanctions change, or a loss trend shifts, and the call is usually clear on day one. What slows it down is the distance between that call and a live rate.

Where the weeks go

The change itself is usually small. It gets scoped, ticketed, and queued with IT, then re-implemented by someone else, and a developer has to interpret what you asked for. Most of the time goes to waiting on someone else’s queue. Every step between the actuary’s thinking and a live rate adds waiting, and by the time the change is live, the moment has passed.

Pricing teams describe the same pattern. Before moving to hx, AEGIS London relied on external developers for its pricing platform, and delays, errors, and miscommunication were commonplace.

The actuary controls the deployment

With hx, the judgment goes straight to the book, and the actuary stays in control at every step.

  1. You describe the change in plain language.

  2. hx’s agent drafts the change and checks it against the model before sharing it for review. It can also walk through existing code and explain what it does, which matters every time a model changes hands.

  3. You review the exact change and the reasoning behind it, then approve it. You approve it, not the agent, and nothing goes near production without that approval.

  4. The change runs in a test environment kept separate from live, and you can rerun a live portfolio through the updated model and compare the results.

  5. Once released, underwriters price on the latest version automatically.

There is no IT queue and no waiting on a developer to interpret what you asked for. hx also records every change along the way and attaches the reasoning, so the next person who picks up the model inherits a clear history instead of a black box.

From a 9 AM ruling to a live rate

SSay a legal ruling or a CAT event lands at 9 AM. An actuary sees it, describes the change, and reviews the draft. Before close of business, the updated model is built, tested, and ready to deploy. A change cycle that used to span weeks happens the same day, and the rate reflects the market, not last month.

That speed doesn’t cost control. Every step is documented, the reasoning travels with the version, and approval stays with the actuary. When a team can move this fast and keep an audit trail, pricing stops reacting to the market and starts running ahead of it.

Teams on hx already work this way. DUAL‘s pricing team can release small fixes and changes much faster, because underwriters automatically price on the latest model version. At Antares, the team can adjust and refine models themselves without the integrity risk of Excel, and roll them out through the browser instead of emailing spreadsheets around.

The same governed version reaches underwriting

Same-day changes run on hx’s Calculation Engines, where pricing, rating, appetite, and authority logic is versioned and governed. Because that logic is callable from workflows, APIs, and agents, underwriters and every downstream system pick up the same governed version once it is approved.

Callum Jackson

Solutions Engineer

Meet the underwriting workbench for complex risk

Book a Demo

Meet the underwriting workbench for complex risk

Book a Demo