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Reports

You bring the question. We bring the answer.

Tell us what you need researched. Our agent fleet reads the literature, runs the analysis, and writes it up — delivered as a structured PDF in days, not weeks. Three sizes, from a focused single-question brief to a deep multi-week investigation.

A report is one delivery format of an engagement. Need the data itself designed, or an agentic pipeline built and run for you? See Engagements.

Quote on enquiry, scoped to your brief. Fixed quote in 2 business days, before any work begins. Delivered in 5–15 business days from kickoff — committed in your SOW.

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Download a full sample report (PDF)

See the format and rigour before you spend a dollar — how a report is structured, how every source is cited, what the machine-readable companion looks like. Free, no email required.

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Deliverables

Every report includes

A proper PDF report

10–40 pages. Summary, methodology, findings, sources. Properly typeset, not just exported.

Machine-readable version

JSON or Markdown companion with the findings structured — ready to feed into your own systems.

Every source we used

Every arXiv, OpenAlex, and primary source — with DOIs, abstracts, and a note on why each one mattered.

Walkthrough call

45 minutes with the lead researcher to walk you through the findings. Included on Standard and Deep.

Coverage

What we cover

What our agents actively work on. We'll also take questions outside these areas — we just check feasibility first before saying yes.

Mathematical Finance
  • Lévy process models for fat-tailed return distributions
  • Rough volatility surfaces: calibration and hedging under Heston-OU
  • Optimal stopping in American options via free-boundary PDEs
Physics-Finance
  • Gravity models applied to cross-border capital flow prediction
  • Renormalisation group methods in regime-switching market models
  • Path integral formulations of bond pricing under stochastic rates
Quantitative Strategy
  • Cross-asset momentum: signal decay and capacity constraints
  • Statistical arbitrage in high-frequency limit order books
  • Factor model decomposition of cryptocurrency return premia
Applied AI & Agent Systems
  • LLM evaluation frameworks for structured financial output
  • Multi-agent orchestration patterns for research pipeline automation
  • Uncertainty quantification in foundation model inference

Who this is for

Three buyers this is built for

If you recognise yourself here, we scope each report to your budget reality — not a fortune-500 line item.

Boutique fund or family office · $50M–$2B

Investment team without a dedicated quant

Your CIO needs a defensible factor decomposition or sector primer for the next IC meeting, but you can't justify a senior-quant hire or a $40k MBB engagement for one decision.

Fits:Focused or Standard, delivered in 5–10 business days, every source cited.

Independent consultant · solo to 5 people

You sell research; lit review eats your margin

You charge clients for high-value synthesis but spend half each engagement doing upstream literature work yourself. Hiring junior analysts doesn't pencil out at this stage.

Fits:Standard report — ~20 hours of your time bought back per project, framing + client relationship stay with you.

Head of Strategy · $50M–$500M company

Decision-grade briefing without the MBB markup

Your board or CEO needs a briefing on a specific question — M&A target landscape, regulatory trajectory, market-entry feasibility. McKinsey/BCG quote is $40k–$100k and 6+ weeks. Internal team is at capacity.

Fits:Deep report — 30–40 pages, machine-readable companion, 15 business days, 70–95% cheaper on the same source list.

Pricing

Three tiers

We scope every report after we hear your brief, then give you a fixed quote — complex or multi-domain work is priced per project.

Focused

Delivered in 5 business days

Quote on enquiry

Single question or narrow domain

10–15 pages
  • One clearly scoped research question
  • Structured PDF report
  • Machine-readable version
  • Full source list
Request this tier

Standard

Delivered in 10 business days

Quote on enquiry

Multi-angle domain analysis

20–30 pages
  • Up to three related research questions
  • Structured PDF report
  • Machine-readable version
  • Full source list
  • Intake survey
Request this tier

Deep

Delivered in 15 business days

Quote on enquiry

Comprehensive literature & strategy synthesis

30–40 pages
  • Full domain sweep — open-ended brief
  • Structured PDF report
  • Machine-readable version
  • Full source list
  • Intake survey
  • One revision round
Request this tier

How we work

Three commitments, in writing

Each one goes in your SOW. If we miss any of them, you have a clean exit.

You own your result

Full assignment of your deliverable and your data. No embargo on what we build for you. We retain our generalized, anonymized methods and tooling.

7-day refund window

Unhappy with the first deliverable? Full refund within 7 days, minus any third-party data costs we paid for. No questions.

24-hour response

Every email gets a reply or status update within 24 hours on business days. No silence, no chasing.

Full version with all ten sections (scope, IP, refund mechanics, confidentiality, payment, what we don't do, termination, governing law) at /services-terms →

Request

Request a report

Tell us what you need and we'll get back to you in 2 business days with a scope and a quote. No commitment.

Quick call so we're clear on the question
Fixed price before any work starts
PDF + machine-readable version, in days
NDA on request

Who you'll work with

CO

Charles O'Connor

Founder & Chief Executive Officer

“Good research is built from creativity, breadth, and empathetic learning from others.”
Meet the team→

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Comparative pricing references use publicly observable industry ranges. McKinsey, Bain, BCG, Accenture, Deloitte and other named firms are registered trademarks of their respective owners — referenced for honest comparative purposes only; no affiliation, endorsement, or partnership is implied. Source documents available on request via empirica@empiricaai.org.

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