For AI-native hedge funds

Every quant fund is mining the same public data. The alpha is in what you can't scrape.

Nomais is primary research as a service for AI-native and systematic hedge funds — an expert-network alternative with no analysts to hire. We find the practitioners who know, conduct structured AI-driven interviews to your framework, and deliver pipeline-ready transcripts fast — faster than a traditional EN — with no annual contract.

The problem

The primary-research gap in systematic strategies

Your team built systems to process satellite imagery, parse SEC filings, and extract sentiment from earnings calls. All public. All accessible to every fund running similar strategies.

But there's an entire layer of signal that doesn't exist online: what a supply chain director is seeing on the ground right now. What procurement decisions a manufacturer is about to make. What practitioners think will happen next quarter.

That's primary research. Fundamental funds get it by having analysts pick up the phone. You don't have that function — and the traditional process doesn't fit your workflow anyway.

Crowded analytics dashboards representing saturated public-data signals

The solution

Primary research as a service

You define a research angle — the questions you want answered, the type of practitioner who'd know.

We find that person. Across industries, across geographies. Not from a pre-existing pool — sourced specifically for your question.

AI conducts a 45–60 minute structured interview. It follows your framework, probes dynamically, and tracks whether your questions have been covered.

You receive a full transcript organized by your question structure, a coverage score, and the recording. No annual contract. No analysts to hire. No one on your team spent a minute on it.

Need a single expert call for a thesis? See our expert calls for hedge funds. Building AI? We also source domain experts for AI training.

Structured data output organized by research question framework

How it works

From research angle to structured intelligence

Step 01

Tell us what to learn

Chat with your associate agent — no form. Describe your research angle in plain language; we shape it into a structured brief.

nomais.io · research angle
I'm your research associate. What signal do you want to capture?
Supply-chain lead times this quarter — improving, and why?
Understood. Who would credibly speak to that — procurement leaders in industrial manufacturing?
Yes. I want it structured for the pipeline, comparable across experts.
I'll source 3–5 procurement directors and design a consistent question framework across calls.

Step 02

We find and engage experts

We actively seek out the practitioners who'd know — wherever they are — and reach out directly. Sourced specifically for your question, not matched from a pool.

nomais.io · sourcing
Vetted expert profiles · fast
Dr. L. Chen
Procurement Director · industrial
Match 94%
M. Okafor
Logistics Manager · freight
Match 91%
S. Rivera
Component Buyer · electronics
Match 88%

Step 03

AI conducts the interview

A 45–60 minute structured conversation, dynamically probing based on your framework and real-time coverage tracking. Multi-language capable.

nomais.io · interview
Live
Structured transcript
Nomais AI
Are lead times improving this quarter?
Procurement Director
They slipped ~12% — bottleneck moved to ocean freight.
Coverage92%

Step 04

You receive structured output

Full transcript organized by your question framework, a per-topic coverage score, and the complete recording. Pipeline-ready.

nomais.io · delivery
Coverage report
Overall coverage92%
Lead times92%
Bottlenecks88%
Outlook76%
Risk factors81%

What changes

What changes when primary research is accessible

 Before — ad-hoc expert callsWith Nomais
Barrier to startHire analysts, or sign an annual EN contract$0 — submit an angle
Who does the workYour analyst — which you don't haveNo one on your team
Output formatUnstructured notes from memoryStructured transcript, coverage-scored
Time to first signalWeeks to source and scheduleDays, not weeks
Cost riskPay regardless of qualityPay only for delivered results

In practice

How funds use this

Supply chain signal extraction

Channel check

Supply chain signal extraction

Interview 5 procurement managers across the supply chain in parallel. Get 5 structured transcripts in a week.

Technology adoption check

Validation

Technology adoption check

Your model flagged unusual enterprise spend. We interview IT buyers to validate real adoption vs. accounting noise.

Primary research without the lock-in

No contract

Primary research without the lock-in

No annual EN contract, no minimum spend. Submit a single angle and get structured intelligence back — accessible to any fund, any size.

Cross-expert signal comparison

Comparative

Cross-expert signal comparison

Run the same angle across multiple experts and compare where they agree — and where they don't.

Questions

Frequently asked questions

What is primary research vs secondary research?
Primary research is information collected first-hand from people who know — interviews, surveys, and channel checks. Secondary research is synthesis of existing public sources like filings, broker notes, and reports. Nomais delivers primary research as structured, pipeline-ready data.
What is primary research as a service?
Primary research as a service is an on-demand model where a specialist team sources the right practitioners, runs structured interviews, and delivers findings as data — instead of you hiring analysts or signing an annual expert-network contract. Nomais delivers pipeline-ready transcripts fast — faster than a traditional EN — pay per result.
How does the AI interview work?
Nomais AI conducts a 45–60 minute structured conversation with domain practitioners, dynamically adjusting follow-up questions based on a client-defined research framework and real-time coverage tracking.
What format is the delivered output?
Each delivery includes a full transcript organized by the client's question framework, a per-topic coverage score, and the complete audio recording. Output is structured for direct integration into research pipelines.
What if the interview doesn't cover the research angle?
Clients pay only for interviews that meet agreed coverage thresholds. Interviews that fail to cover the defined research angle are not charged.
How fast is delivery?
First structured interviews are typically delivered within days of submitting a research angle — faster than a traditional expert network.

You give us a research angle. We deliver structured intelligence.

Pay only if it covers what you asked for. First results fast.