Agentic financial research

Ship rigorous investment research faster with a financial research copilot

From literature and markets data to hypotheses and write-ups — keep the full loop grounded in sources, reproducible, and ready for review. Built for teams that prioritize evidence over narrative drift.

Start in workspace Run ingestion

Latency-to-insight: Threads, tools, artifacts
Control plane: Uploads → jobs → lineage
Surface: Math · tables · code

Live sessionEvidence guardrailsPortfolio QA

# reproducibility bundlerun.spec = { seeds: [42, 1337], data: "ingest/v2" }assert leakage_score < 1e-3

α′Hypothesis depth

QABias & leakage

R²Explainability

Capability stack

Everything your desk needs to move from idea to institutional-quality output

FR Copilot pairs conversational reasoning with a serious ingestion and job layer — so work stays traceable when the storyline gets complex.

Investment-grade reasoning

Work through valuation questions, constraints, documentation-heavy workflows, and data quality issues with assistance that respects math, code, and reviewer expectations.

⎇

Ingestion control plane

Pipe documents and datasets into structured runs with visible status — fewer handoffs between research desks and platform teams.

⌁

Defensible outputs

Anchor responses in artifacts, preserve methodological notes, and keep a clear trail from prompt to result for partners and oversight.

Operating rhythm

A disciplined loop for modern research teams

Bring the same standards you apply to diligence and attribution — shaped, tested, and communicated with audit-friendly structure.

The hardest part isn’t the model — it’s the chain of evidence. FR Copilot is built so every step can be inspected, replayed, and handed to risk.
Desk-ready by design

Capture hypotheses with explicit assumptions and guardrails.
Ground answers in uploaded sources, tables, and derived artifacts.
Route heavy lifts through ingestion jobs with monitorable progress.
Stay mobile-friendly for partners on the road — without sacrificing density.

Open the workspaceJump in to continue a thread, or head to ingestion to queue your next document batch.

Queue ingestion Launch workspace