Case studies

Deployments, in production.

Selected engagements. Customer identities are redacted under NDA; outcomes are reported with their authorization.

01 / Financial Services

Tier-1 bank consolidates surveillance onto a single platform

Problem

Four legacy rules engines produced overlapping alerts, drove a 6% SAR conversion rate, and required 90+ analysts to maintain.

Approach

Steinn replaced the rules estate with a single adaptive surveillance platform deployed inside the bank's environment, with full evidentiary chain per alert.

Outcomes

Alert volume reduced 62%
SAR conversion up 3.1x
Single audit trail across SWIFT, FedWire, and internal ledgers

02 / Healthcare

Academic medical center deploys sepsis surveillance across 14 hospitals

Problem

Existing early-warning scores produced too many false positives and were silently ignored at the bedside.

Approach

Steinn built a continuous sepsis-risk model trained on the network's own EHR data, served inside the hospital environment with citation back to source notes.

Outcomes

Median time-to-antibiotic reduced 47 minutes
Clinician override rate down to 11%
No PHI left the environment

03 / Climate Science

Global asset manager automates Scope 3 reconciliation

Problem

Annual carbon disclosure across 1,800 portfolio companies took six months of manual reconciliation and rarely met audit standards.

Approach

Steinn deployed an emissions-reconciliation engine across ERP, supplier, and IoT data with auditable lineage and variance explanations.

Outcomes

Reporting cycle compressed from 6 months to 3 weeks
Audit-grade lineage on 100% of disclosed figures
ISSB IFRS S2 aligned

Discuss your environment

We can share more under NDA.

Request Briefing →