Nyquist Nyquist
CLOSED BETA · 2026 Start a 60-day pilot
For quant funds priced out of Aladdin

Give it a ticker. Get back a in minutes.

For the PM who is also the risk desk. A swarm of agents reads the filings, argues the bull and the bear case, and hands you a call with the reasoning shown. Open any step and check the work yourself — it's not a chatbot or a black box.

No signup, no call · a real $120.4M book, live in your browser
Reasoning shown · the why behind the call, not just the verdict
Runs overnight · open each morning to what moved on your watchlist
Built by one founder · full-time, hands on the code · reads on the method ↗
01   The problem

Small funds run their research on tools nobody designed for AI.

The buy-side stack is glue — Jupyter for research, Excel for the last mile, Bloomberg for data, Python for risk. None of it was built for agents; an LLM bolted on top adds a seam instead of closing one. And you can't out-hire it: the fund across the table has twenty analysts on the same names you cover alone.

★ A1 · Glue stack

Stitched, not built.

Jupyter, Excel, Bloomberg, Python — five tools by hand across one pipeline, none designed for agents.

★ B2 · Headcount

You can't out-hire it.

Twenty analysts on the other side, on the same names. Adding headcount at your AUM doesn't pencil out.

★ C3 · Priced for the top

Priced for the top, not for you.

Aladdin and Barra run $500K–$2M/yr with six-month installs. Hebbia and Rogo stop at document Q&A.

The gap, in numbers
Their desk vs yoursOn the same names
:1
Twenty analysts on the names you cover alone.
Just to startAladdin-class tooling
$500K+
$500K–$2M a year, six-month implementations.
Tools, by handOne research pipeline
stitched
Jupyter, Excel, Bloomberg, Python, OMS — nine manual handoffs.
Audit trailWhen a number's wrong
0
No lineage from filing to output when it matters.
The platform thesis

Vertical integration, not a marketplace of tools.

Legacy stack: pricing from one vendor, risk from another, OMS somewhere else, reconciliation at 7am. Nyquist puts it on one data model, one compute layer, one audit log — every new primitive compounds.

01

One data model.

Pricing, risk, stress, scenarios and trading on a single typed model — end-to-end lineage on every value.

One typed model
02

One compute layer.

Options, bonds, swaps and vol surfaces; VaR, Greeks and scenario P&L — all on one engine, no exports.

The engine
03

One audit log.

Every primitive compounds — the rest of the stack can use it the day it ships, with audit on every call.

Replayable
Nyquist · one engine

One model. One compute. One audit.

Reprice the whole book overnight and read what moved, what broke and which hedge got expensive — on the same numbers the agents argue over. Any figure opens to the filing and the tick that produced it.

Pricing
options · bonds · swaps · vol surfaces · curve & surface construction · cross-asset
Risk
VaR · Greeks · factor & scenario P&L · tail risk · extreme-value (GPD) fit
Stress
reverse stress · regime detection · multi-layer contagion · agent-driven scenario layer
Research · Exec
agent swarm · 10-Ks, transcripts & alt-data · backtest · OMS / RFQ
Data
one model of the book · every number opens to its source · every run on record
02   How it works

One ticker in. A debated call out.

Each agent runs on a different investor's playbook and scores the trade on its own. They disagree on purpose. You get the synthesis — a confidence-weighted call with an explicit "here's what would make us wrong," and every step open to inspect.

workspace / research / agent-debate · thesis: long BRENT live · 14:31 EST
Moat-qualityagent · quality
Structural supply tightness. Low CAPEX rotation through 2026 — quality of the moat is rising.
+0.62
Macro-asymmetryagent · macro
Asymmetric setup. USD/CNH softening, OPEC+ posture turning. The tape pays you to be long.
+0.71
Tail-riskagent · convex tail
6-month calls cheap relative to skew. Cheap optionality, finite downside, fat-tailed upside.
+0.34
Synthesis · confidence-weighted
LONG · BRENT
64%confidence
Invalidation OPEC+ output guidance > +500 kbpd, or US shale CAPEX +12% QoQ.
Fig. 01 Research workspace · agent debate · replayable reasoning log. Agents are named for public investing methodologies; not affiliated with or endorsed by any individual. Watch it on a live ticker
03   Proof you can check

A running platform, not a pitch deck.

1night
Ticker to verdict
Ticker in at the close. By the open: a debated call with an explicit invalidation trigger.
1,000+
Analytics tools
Pricing, risk, stress and research on the same book — no exports between them.
$120.4M
Live demo book
21 positions, 4 asset classes — wired in and running in your browser.
0
Black boxes
Every number opens to the filing and the tick that produced it.
04   Start your pilot

See the agent swarm debate on your real data.

The full demo runs in your browser — no calls, no scheduling. A pre-loaded $120.4M book (21 positions, 4 asset classes) is wired in. Watch the agents debate, run stress, and inspect every reasoning step.