Stack censusRisk & analytics stack · 2026
Format16 questions, one per screen
TimeThree to five minutes
16 questions · three to five minutes · reported in aggregate

What do funds and banks actually work in?

Everyone quotes the same handful of vendor names. Nobody publishes what a real risk and analytics week looks like — which tool the work happens in, what it costs, where it stalls.

Aggregated · segment by segment, never resold
Follow-up is your call · we talk product only if you ask
Direct influence · answers shape what we build next
Only the first two are required · everything after is skippable
01   Why we’re asking

Institutional tooling is described by the people selling it.

We build analytics infrastructure for regulated institutions that were never the target customer for a $500K platform. To build the right thing we need the unglamorous truth: which tools, how much Excel, whose budget, which step of the month eats the most hours. Vendor case studies don’t tell us that. You do.

A1 · The gap

No honest baseline.

Vendor seat counts are public. What happens between the risk system and the committee pack is not — and that’s the part software gets wrong.

B2 · The bias

Written for the top 100.

Most published research on risk workflow samples the largest institutions. Firms under a few billion get modelled as small versions of them. They aren’t.

C3 · The output

Published, not filed away.

One report, segment by segment, no firm identifiable: what firms your size pay, what they run, where they’re stuck. It goes to everyone who answered before anyone else sees it.

02   Who’s answering

Asset managers, hedge funds, banks, insurers, treasuries.

The invite list spans asset managers, hedge funds, private credit funds, banks, broker-dealers, insurers, pension funds and corporate treasuries — across North America, Europe, the Gulf and Asia.

The mix is deliberate. The same question lands differently at a $2B credit fund and a $200B bank: one may run its risk in Python and a spreadsheet, the other in a platform bought a decade ago, and an average of the two describes neither. So the findings are cut by institution type, by role and by size — never flattened into one industry number.

A segment is published only once enough firms inside it have answered. Below that threshold it is merged into the nearest one or left out, and no cut is reported that could point at a single respondent.

03   What we ask about

Sixteen questions. One open box.

One question per screen, nearly all multiple choice. The first two — what kind of institution you are in, and what you do there — are required, because without them your answers belong to no segment at all; everything after is skippable. Here’s the whole thing up front — nothing appears later that isn’t on this list.

01–03Who you areType of institution, your role, and rough size — AUM or total assets, whichever fits.
04–05The stack you runBloomberg, MSCI, Aladdin, SimCorp, Murex, in-house Python — and how much still lives in Excel.
06–07What hurtsYour three biggest problems with the current stack, and one line on the single most painful workflow.
08–09EconomicsAnnual spend on risk and analytics software, and how a new platform would realistically get adopted.
10PrioritiesWhich capabilities matter most — VaR, stress testing, xVA, ALM, lineage. Up to three.
11–12AI readinessHow comfortable your team would be with agents in the workflow, and what governance you’d require first.
13–15EvaluationEarly access, design partnership, preferred pilot area. Say no to the first and the other two never appear — fourteen questions instead of sixteen.
16BlockersWhat would stop adoption. Last question — after it comes a review screen and an optional yes/no on whether we contact you at all.
Fair things to ask
01 Can I answer for only part of it?
Almost. Two questions are required — the kind of institution and your role — because without them your answers land in no segment, and the numbers stop meaning anything. Everything after that is skippable, and the button reads “Skip” until you pick something. Partial responses still count — segments are reported per question, so a half-finished survey is genuinely useful.
02 We can’t disclose AUM or software spend.
Both are ranges with a “prefer not to say” option, and the size question adapts to whether you report AUM or total assets. Nothing in the published report distinguishes one firm from another inside a segment.
03 What happens after I submit?
Your answers go into the aggregate and the report is published to respondents first. If you ticked the box, you get a note about early access or a pilot within a few working days — one call, no deck. If you didn’t, the report is the only thing you will hear from us.
04   The survey

Sixteen questions. Four minutes.

Progress saves in this browser
Only the first two are required
Review screen before sending
Firm question 01 / 16 saved
19 choose · next · back

That’s it — thank you.

Your answers are in the dataset and they change what gets built next quarter. If you asked for follow-up, someone writes to you within a few working days.

Next · report published to respondents first
Questions · contact@nyquist.pro
05   Your data

Answers are aggregated. Nothing is resold.

01We ask who you are, and it stays with usThe last step asks for your name, company and work email, after you’ve reviewed your answers. We need them to send you the report, and we may come back to you on something you wrote. They are stored with your response and read by us — by nobody else.
02Reported in aggregate onlyNo firm name, AUM or total-assets figure, spend range or stack appears in the published report or anywhere else. Segments too small to anonymise are merged or dropped.
03Never sold or sharedResponses are not passed to third parties, vendors or data brokers. Inside Nyquist it is the same rule: only people who ticked the box are ever contacted about the product.
04Follow-up only if you ask for itNo pricing on this page, and nothing automated. Your contact details are required for one thing: sending you the report. Whether we ever talk to you about the product is a separate box at the last step — leave it unticked and the report is all you get from us.
05Removable on requestWrite to contact@nyquist.pro and your response is deleted from the dataset before publication.