CourseForward Deployed Engineer: The Complete Course · Module 2: Speed of Delivery · part 17 of 85
Part 17 · Module 2: Speed of Delivery

Incident: A rushed model, conditions nobody checked

10 min read·13 Oct 2026
Module 2 · Incident file · About 35 minutes

What happened

On 16 January 2013 JPMorgan Chase published the report of its Management Task Force on the 2012 losses in its Chief Investment Office (CIO), the trades the press called the "London Whale". Appendix A of that report tells the story of one risk model. The US Senate Permanent Subcommittee on Investigations reprinted the whole report as Exhibit 98 of its hearing of 15 March 2013 (S. Hrg. 113-96, Volume 1, pages 1086 to 1094), and the quotations below come from that reprint.

ONE VAR MODEL, 2011 TO 2012 Aug 2011 work begins one person 25 Nov submitted limited back-test 16-26 Jan limit exceeded "keep the pressure" 30 Jan approved automate by 31 Jan 10 Apr error fixed "one-off" May sum, not average
From the task force report: one person's model (blue) went through limited checks and a rushed approval (amber, uncertain), then errors surfaced in April and May (red).

The model calculated value at risk (VaR), an estimate of how much a portfolio could lose in one day. A London-based quantitative expert, "the modeler", began a new VaR model in or around August 2011, while keeping his existing duties. He "asked the trader to whom he reported for additional resources", but "did not receive any". He submitted it for approval on 25 November 2011. The bank's Model Review Group "performed only limited back-testing", comparing results over "a subset of trading days during a two-month period".

In January 2012 the CIO exceeded its VaR limit. The new model "was about to come online that would show a substantially reduced VaR". On 23 January the trader wrote to "keep the pressure on our friends in Model Validation". The review group authorised the model on 30 January, for use from 27 January. At the hearing, Senator Levin said the CIO's VaR fell overnight from $132 million to $66 million.

In May reviews found the model's spreadsheet error, described in the next section. By the end of 2012, Senator McCain said at the same hearing, the trading losses "stood at a staggering $6.2 billion". The task force did not blame the model alone. The losses were "the result of a number of acts and omissions, some large and some seemingly small".

The rest of this course is yours to keep

This course is bought on its own, once, and stays readable afterwards, including the parts added to it later.