Use cases

Four fields. One platform you can prove.

Research firms, consultancies, universities, and government agencies use Bricolage to do research-heavy work faster, without trading away the rigor their reputation depends on.

Research Firms & Analysts

Turn research output into publishable assets, faster

Research firms spend most of a project on synthesis, verification, and citation hygiene. Bricolage runs those phases autonomously, compressing weeks of work into an overnight run, without lowering methodological standards.

OvernightWeeks of synthesis, delivered by morning
Research Firms & Analysts
Workflow 01

Competitive intelligence at quarterly pace

ChallengeQuarterly competitor landscape reports tie up several analysts for a couple of weeks of synthesis.
ActionBricolage agents query authoritative sources across the open web and the peer-reviewed literature, cross-reference claims, score confidence, and produce a verified synthesis with full source provenance, autonomously.
OutcomeBoard-ready competitive landscape report with an interactive data annex.
Delivered overnight, every claim source-traced
Workflow 02

Systematic literature review for client reports

ChallengeAcademic-grade literature reviews for client work take weeks and need specialist researchers.
ActionAutomated literature ingestion, claim triangulation, and evidence-chain generation across academic databases, grey literature, and primary sources.
OutcomeStructured review with confidence scoring and a citation audit trail, ready for client delivery.
Confidence-scored, with a full citation audit trail
See research plansRecommended: Starter to Professional
Source provenance on every claim
Confidence scoring visible to reviewers
Audit-ready PDF and DOCX export
Privacy-first data handling
Strategy & Consulting

From client brief to deliverable in days, not weeks

Strategy and advisory firms win on speed and credibility. Bricolage automates the research-to-insight pipeline so consultants spend their time on judgment, not assembly.

Brief to deckA finished, defensible deliverable in a single run
Strategy & Consulting
Workflow 01

Market-entry analysis for a new mandate

ChallengeA client needs a market-entry analysis in days. Manual research would take weeks.
ActionBricolage pulls market sizing, the regulatory landscape, competitive positioning, and risk factors from authoritative sources, then synthesizes them into a structured narrative with evidence chains.
OutcomeFull market-entry brief with executive summary, competitive matrix, and risk register.
Board-ready brief, delivered overnight
Workflow 02

Due-diligence research package

ChallengeDue diligence has to be comprehensive and defensible, but deal timelines are compressed.
ActionAutomated sourcing of financial filings, news, regulatory history, and comparable transactions, with every claim linked back to its primary source.
OutcomeDue-diligence package with a verifiable audit trail suitable for legal review.
A signed, verifiable audit trail on every claim
See consulting plansRecommended: Professional to Enterprise
Client-ready formatting on export
Defensible evidence chains
Multi-format output (deck, brief, spreadsheet)
Shared research standards across the team
Universities & Labs

Research-grade rigor at institutional scale

Universities and labs need methodological soundness, reproducibility, and compliance, without slowing publication. Bricolage builds those guarantees into the workflow.

ReproducibleMethodology and provenance logged on every study
Universities & Labs
Workflow 01

Systematic review for grant-funded research

ChallengeGrant applications need comprehensive literature reviews that demonstrate methodological rigor.
ActionAutomated corpus ingestion, PICO framework application, evidence grading, and gap identification across academic databases, with reproducible methodology documentation.
OutcomePeer-review-ready systematic review with PRISMA-compliant documentation.
Reproducible methodology with a full provenance log
Workflow 02

Cross-institutional research synthesis

ChallengeMulti-institution studies need coordinated synthesis with consistent standards.
ActionShared research standards applied across every contributing lab, with a centralized evidence repository, conflict resolution, and consensus scoring.
OutcomeUnified synthesis with a per-institution contribution audit trail and methodology alignment report.
Consistent standards across every contributing institution
See academic plansRecommended: Starter to Professional
Reproducible research methodology
PRISMA-compliant documentation export
Peer-review-ready citation formatting
IRB audit support documentation
Government & Regulated

Policy research that survives scrutiny

Government agencies and regulators operate under freedom-of-information obligations, public accountability, and legislative timelines. Bricolage builds compliance into the research act, not the clean-up phase.

FOIA-readyA verifiable audit chain on every workflow, by default
Government & Regulated
Workflow 01

Policy impact analysis under a legislative deadline

ChallengeCompressed legislative timelines demand policy research that holds up to public and parliamentary scrutiny.
ActionBricolage agents synthesize legislative history, comparative policy analysis, stakeholder impact modeling, and the evidence base, with a verifiable chain of custody on every source.
OutcomePolicy brief with a FOIA-ready documentation package and methodology disclosure.
Verifiable audit chain suitable for public release
Workflow 02

Regulatory evidence review

ChallengeRegulatory consultations need evidence synthesis that is defensible, transparent, and free of undisclosed conflicts.
ActionAutomated evidence grading, source-independence verification, and conflict-of-interest flagging, with every synthesis step logged with a timestamp and methodology note.
OutcomeEvidence review with full independence verification and a consultation-grade disclosure package.
Consultation-grade transparency and traceability
Contact the enterprise teamRecommended: Enterprise
FOIA-ready documentation by default
Verifiable audit chains
Chain of custody on all sources
Custom data-residency options
Hours/days
Autonomous research per run
Cited
Every claim traced to its source
Verifiable
Signed, independent audit trail
4 sectors
Research, consulting, academia, government

Bring us your hardest research problem.

Point Bricolage at a real brief. It researches for hours. You get board-ready work you can prove.