Use cases

Data work, by industry

Exspace helps domain experts explore, query, and analyse their data — without waiting on developers or wrestling with spreadsheets. See how teams in your sector put it to work.

Finance

Finance & Trading

From portfolio risk to regulatory reporting — analysts get answers without waiting on engineering.

Portfolio risk reporting

Query positions and exposures in plain English; dashboards stay live as markets move.

Trade reconciliation

Match trades across systems without weekly engineering requests.

Regulatory reporting

Build auditable reports from warehouse data with role-based visibility.

Operations

Operations & Supply Chain

Ops teams explore demand, suppliers, and production metrics — no spreadsheet maze required.

Inventory forecasting

Explore demand patterns and adjust assumptions in the workspace, not a spreadsheet maze.

Supplier performance

Track delivery, quality, and cost metrics in one collaborative view.

Production dashboards

Ops leads get self-serve metrics without a BI backlog.

Sales

Sales & Marketing

Campaign results, customer segments, and pipeline data — explored and shared in one place.

Campaign performance

Compare channels and cohorts; ask follow-up questions without exporting to Excel.

Customer segmentation

Slice CRM and product data to find high-value segments.

Pipeline reporting

Revenue teams build reports that update as the underlying data changes.

Healthcare

Healthcare & Life Sciences

Researchers and ops teams query sensitive data with guardrails — not ad-hoc SQL tickets.

Clinical trial exploration

Researchers query trial datasets with guardrails, not ad-hoc SQL tickets.

Patient outcome tracking

Track outcomes across cohorts while sensitive fields stay masked.

Operational efficiency

Hospital ops teams monitor capacity and throughput metrics self-serve.

Research

Research & Academia

Import results, explore hypotheses, and collaborate — from the browser, with an AI guide.

Survey & experiment analysis

Import results, explore hypotheses, and share notebooks with collaborators.

Meta-analysis workflows

Combine datasets from multiple studies in one workspace.

Teaching & learning

Students start in the browser with a familiar grid and an AI guide.

See it in your context

Walk through the workspace and how it fits your team's workflow — we'd love to hear about the problems you're solving.

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