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Use cases · index

AI for the job in front of you.

The same workspaces, threaded into the work you actually run. Pick a role or an industry — each page walks the workflow end to end and links to the workspaces under it.

Not sure where to start? Browse all workspaces, see solutions by industry, or compare askFinz.

Use cases
23
Roles
15
Industries
08
Filter the set below to your role and industry.

By the kind of work

Eight patterns, twenty-three jobs.

Every page in the set is one of these work patterns. If the job is not listed by name, it is almost certainly one of these shapes.

12
Research
04
Analysis
02
Monitoring
02
Planning
01
Diligence
01
Drafting
01
Review
Role
Industry
23 use cases
For analysts

AI for equity research

Build a defensible equity research note in an afternoon — pull 10-K passages, earnings calls and news into one workspace where every figure cites its source.

ResearchNewsSearchStorage
For deal teams

AI for due diligence

Run a consistent diligence pass over every target — the same rubric, the same source breadth, the same length each time, every finding traceable.

ResearchSearchNewsStorage
For strategists

AI for market research

Turn a market question into a sourced brief — reports, filings and multi-source news in one searchable workspace, every claim traced to its origin.

ResearchNewsSearch
For product & strategy

AI for competitive analysis

Track competitors in one workspace — filings, releases and news synthesised into a living battlecard, every claim linked to the source behind it.

ResearchNewsSearch
For analysts

AI for financial analysts

One workspace for the analyst's day — morning briefing, citation-backed notes, watchlist news and a searchable record of everything you've read.

ResearchNewsSearchChatStorage
For consultants

AI for consultants

Research, synthesise and write the deliverable in one workspace — turn a client question into a sourced, defensible brief without the four-tool scramble.

ResearchChatSearchStorage
For researchers

AI for literature reviews

Run a literature review in one workspace — synthesise papers into a sourced summary, search everything you have read, keep every claim cited.

ResearchSearchStorage
For developers

AI coding assistant for developers

Code with AI across the web IDE, your browser and the desktop app — one assistant, your files and history, available wherever you work.

CodeChatextensiondesktop
For clinicians

AI for clinical research

Search registered clinical trials by condition or phase, read them beside the published literature, and file a sourced summary traced to the record.

ResearchSearchStorage
For lawyers

AI for legal research

Search judgments and legislation by the point of law, not just the case name, and draft a memo where every proposition carries its formal citation.

ResearchSearchStorage
For R&D and IP teams

AI for patent search

Search patents by what an invention does across offices worldwide, read prior art beside the literature, and keep a documented trail for every filing.

ResearchSearchStorage
For risk & compliance teams

AI for compliance monitoring

Track regulatory filings, enforcement actions and rule changes in one workspace — deduped news, searchable guidance, and a citation on every finding you file.

ResearchNewsSearchStorage
For public-sector analysts

AI for procurement research

Search public contract notices by what you supply, read the full notice instead of a summary, and track a buyer or category as new notices are published.

ResearchSearchStorage
For product teams

AI for product research

Turn competitor releases, reviews and market coverage into a sourced synthesis, then carry the finding straight into a ticket on your team's board.

ResearchSearchProjects
For content & editorial teams

AI for content research

Research a story before you write it — sweep deduped coverage, pull the supporting data, and draft with a citation on every claim an editor can check.

ResearchNewsSearch
For educators

AI for teaching prep

Turn your own lecture material into quizzes, summaries and flashcards scoped to this week's unit, and research a current example with its source attached.

LearnResearchStorage
For students

AI for student research

Read your course material with per-file summaries, research beyond the reading list, and draft with a citation on every claim ready for your bibliography.

LearnResearchSearch
For docs & platform teams

AI for technical documentation

Draft documentation grounded in what your code actually does, check how similar problems have been answered elsewhere, and keep every revision versioned.

CodeResearchStorage
For accountants

AI for accountants: reconciliation and reporting

A global markets terminal with live prices, company financials, AI forecasts, and alerts for easy market monitoring.

FinanceDataChartsDocs
For founders

AI for founders: research, pitch and diligence

Track your portfolio, forecast prices, and manage projects with real-time insights — all in one place.

DashFinanceProjectsWorkflow
For traders

AI for traders: filings, news and market context

A global markets terminal with live prices, AI forecasts, and portfolio tools.

FinanceChartsNewsData
For students

AI for students: research, revision and citations

Turn your course into AI study tools, a lockdown exam simulator, and a knowledge bank.

LearnResearchDocsKnowledge
For legal teams

AI for lawyers: case law, contracts and drafting

Draft contracts and briefs in hours, not days — with every clause explained and every risk highlighted.

LegalResearchDocsKnowledge

Private access

Your job is probably one of these.

If it is not, tell us what you run and we will say honestly whether the workshop fits today.

What you walk out with

per session
  • One page per job, walked end to end.
  • The real workspaces underneath, each with its live status.
  • The reference collections the work is read against.
  • The questions people actually ask before starting.