Case Studies

Sovereign AI, in production.

How regulated and knowledge intensive enterprises put their data to work with Eigen Networks, without it ever leaving their perimeter.

Request a benchmark
Insurance

Insurance claims: from a claim to a decision your experts can verify

Eigen brings policy rules, claim evidence, calculations and source references into one coordinated workflow and prepares a decision a claims handler can review. Built and tested on nine controlled motor claim scenarios, with the economics modeled against frontier APIs. We are now looking for an insurer to benchmark one bounded claims workflow on historical cases.

9 controlled claim scenarios12 claims tools in the benchmark66% lower AI cost than GPT-6 Astra, modeled
Financial services

A tier one European bank automates knowledge work with zero data egress

A major European bank deployed the Eigen platform on premise to put decades of internal policy and research to work, without a single byte leaving its perimeter.

Zero Data egress4x Faster analyst turnaroundOn premise Deployment
Healthcare

A hospital group puts clinical knowledge to work while patient data stays in house

A hospital group used a sovereign agentic network to help clinicians find answers in its own guidelines, with patient data never leaving its walls.

In house Patient data residency70% Search time savedNone External exposure
Public sector

An air gapped agentic deployment for a government agency

A national agency ran the Eigen platform in a fully air gapped environment, delivering autonomous document workflows with no outbound connectivity at all.

Air gapped Connectivity60% Manual handling cutNone Outbound data
Manufacturing

A global manufacturer automates operations across existing systems

A global manufacturer used a sovereign agentic network to automate multi step operational workflows that span its existing internal systems.

12 Systems connected55% Process time savedPrivate cloud Deployment
Legal

A law firm runs sovereign research agents on its own documents

An international law firm answers complex research questions through auditable, sovereign agents, grounded entirely in its own privileged documents.

Full Auditability3x Research hours savedNone Client data exposure