Where Squad earns its keep.

We build cognitive networks for the work that crowds out judgement: research, regulation, documents, risk. Pick your industry to see the workflows we ship and the outcomes we measure.

Industries we build for.

The same workflows, sharpened to your domain.

Industries differ in language and stakes, not in shape. Squad reuses the same engine (knowledge graphs, entity extraction, agentic execution) and tunes it to your evidence, your policies and your reviewers.

Research synthesis

Turn primary sources into structured, cited dossiers in minutes, not days.

Document automation

Extract entities and obligations from messy documents, validated against your rules.

Regulatory mapping

Link every rule and update to the policies, products and controls it touches.

Knowledge discovery

Find precedent across decades of unstructured archives, with provenance preserved.

Risk & exposure tracing

A living knowledge graph of who owns what, what depends on what, and where the concentration sits.

Process automation

Squad follows your real procedures, escalates uncertainty, and leaves an audit trail.

Supply chain management

Trace dependency, lead-time and concentration risk across thousands of suppliers, reasoning over contracts, registries and incident reports.

Fraud detection

Surface entity links, behaviour clusters and quiet anomalies the rules engine misses, with the evidence chain reviewers need to act.

Recommendation systems

Customer, product and real-time recommendations grounded in your taxonomy, your inventory and your business rules. Explainable to the merchandiser, not just the model.

Pattern matching

Find every recurrence of a pattern across documents, events and entities, even when the language, the format and the system have changed underneath.

Digital twin

A queryable digital twin of your organisation: people, processes, assets and decisions, kept in sync with the reality your teams operate in.

Forecasting & scenarios

Build, update and stress-test forecasts across the variables that actually move the business, with the assumptions explicit and the working shown.

Don't see your industry?

The pattern is more transferable than it looks. Tell us the workflow that's eating your team's time and we'll show you the version of Squad that fixes it.