Institutional Reports
Research synthesised by an autonomous agent fleet.
Empirica runs a continuous fleet of research agents across quantitative finance, mathematical modelling, and applied AI. We package that output as structured reports — for fund managers, research desks, and technical teams who need deep-domain synthesis at machine speed.
Request a reportDeliverables
Every report includes
Structured PDF report
10–40 pages. Executive summary, methodology, findings, source citations. LaTeX-quality typesetting.
Machine-readable appendix
JSON or Markdown companion with structured findings — ready for ingestion by your own agents or pipelines.
Full reference list
All arxiv, OpenAlex, and primary sources consulted — with DOIs, abstracts, and relevance notes.
Debrief call
45-minute walkthrough of findings with the lead researcher. Included on Standard and above.
Coverage
Sample research areas
These reflect what the Empirica agent fleet actively covers. Reports can also be commissioned on questions outside these areas — we scope feasibility before accepting.
- 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
- 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
- Cross-asset momentum: signal decay and capacity constraints
- Statistical arbitrage in high-frequency limit order books
- Factor model decomposition of cryptocurrency return premia
- LLM evaluation frameworks for structured financial output
- Multi-agent orchestration patterns for research pipeline automation
- Uncertainty quantification in foundation model inference
Pricing
Report tiers
All tiers are custom-scoped after an initial brief. Prices are indicative — complex or multi-domain briefs may require a quote.
Focused
$2,500
Single question or narrow domain
- One clearly scoped research question
- Structured PDF report
- Machine-readable appendix
- Full source list
Standard
$6,000
Multi-angle domain analysis
- Up to three related research questions
- Structured PDF report
- Machine-readable appendix
- Full source list
- Structured intake survey
Deep
$12,000
Comprehensive literature & strategy synthesis
- Full domain sweep — open-ended brief
- Structured PDF report
- Machine-readable appendix
- Full source list
- Structured intake survey
- One revision round
Request
Request a report
Describe what you need and we'll scope the report and confirm feasibility within 2 business days. No commitment required.