Search internal and external sources together,
and produce fully-cited desk research

Desk Research Agent — connects your internal knowledge base, organizational Wiki and external industry intelligence in one workflow, so every conclusion traces back to its source and verbatim

Stop searching in silos — bring internal and external sources into one traceable study

From scattered searches to a structured, cited, reproducible desk-research report

Traditional desk research
Desk Research Agent
Sources
Internal and external siloed, searched separately, hard to combine
Internal KB / Wiki / BI + external intelligence, linked in one workflow
Collection
Manual search, downloading and organizing one by one
Batch URLs ingested in one click, auto-parsed and instantly searchable
Basis for conclusions
Conclusions hard to trace, source forgotten by the end
Every claim carries a source citation and verbatim excerpt
Source quality
No grading, recency hard to judge
Source grading (S/A/B/C) + recency labels + bias-risk flags
Analytical frameworks
Cobbled together from personal experience
Built-in framework library: PESTEL / JTBD / Porter's Five Forces / CDJ and more
Report output
Reports assembled by hand, inconsistent structure
Claim → evidence → So What → Now What, auto-drafted

More than fast — traceable, reproducible conclusions matter more

From collection to finished report, every conclusion traces back to its source

Scattered material, mixed sources
Internal and external material searched in one linked workflow, no more switching back and forth
Conclusions can't cite their source
Every conclusion carries a citation and verbatim, verifiable point by point
Unsure whether a source is trustworthy
Sources graded + dated + flagged for bias risk, item by item
Report structure cobbled together
Built-in frameworks auto-generate a structured report

You're always the decision-maker

1

State the research question

State in plain words what to research and which hypotheses to answer, or just point to the sources

2

You review · you decide

The research framework, sources and key hypotheses are presented item by item; you decide which evidence to trust

3

Take a fully-cited report

Structured as claim, evidence, So What and Now What, with full citations and source grades

Your desk research team

From search to finished report, a full set of traceable desk-research capabilities

Internal & external search
Unified search across internal KB, organizational Wiki and external intelligence
Details

Two-step KB search + Wiki search + external intelligence

Batch ingestion
Batch URLs ingested in one click, searchable after auto-parsing
Details

Batch URLs → knowledge base, async parsing and ingestion

Evidence traceability & citation
Every claim carries a source citation and verbatim excerpt
Details

Claim ↔ evidence ↔ verbatim, traceable point by point

Source grading & recency
Sources labeled by grade, recency and bias risk
Details

S/A/B/C grade + recency (YYYY-MM) + bias risk

Framework library
Built-in frameworks: PESTEL / JTBD / Porter / CDJ and more
Details

Auto-selects a framework by question, suggests output structure

Structured report
Claim → evidence → So What → Now What, auto-drafted
Details

Pre-research / synthesized insight / industry-brief templates