Reference cases
10 synthetic cases across 5 industries · ratings are expert readings, not tool output
Financial servicesHealthcareAerospace and defenseFortune 500 enterpriseGeneric business
| Case | Organization | Industry | Headline dimension | Score | Rating | Actions |
|---|---|---|---|---|---|---|
| S01 | Harborline BankCoastline CX Assist (contact-centre copilot) | Financial services | 3.1 Embeddings | 5.6 | MEDIUM | Open |
| S02 | Kestrel SecuritiesSurveilIQ (trading-surveillance alert triage) | Financial services | 1.3 Model update / versioning control | 7.1 | HIGH | Open |
| S03 | Cedar Valley HealthScribeWell (ambient clinical documentation) | Healthcare | 5.1 Human review processes | 4.7 | MEDIUM | Open |
| S04 | Lakeshore Academic Medical CenterAtlas Cloud AI platform (hosted fine-tuning) | Healthcare | 2.3 Fine-tuning / training data | 3.4 | LOW | Open |
| S05 | Altimar Aerospace SystemsVantage Engineering Assistant (Vantage Model Co.) | Aerospace and defense | 1.2 Model weight custody / control | 5.0 | MEDIUM | Open |
| S06 | Skyward Airlines MROAeroMind Maintenance Agent | Aerospace and defense | 4.3 Tool/plugin execution environment | 8.1 | HIGH | Open |
| S07 | Brightwater Consumer BrandsOrbit CRM (Orbit Insights AI feature) | Fortune 500 enterprise | 7.2 Third-party model providers embedded in a procured product (silent AI feature addition) | 7.1 | HIGH | Open |
| S08 | Northwind Consumer GoodsNimbus Agents (enterprise AI agent platform) | Fortune 500 enterprise | 2.4 Tool-call parameters and results (agentic-specific) | 6.6 | MEDIUM | Open |
| S09 | Halden & Marsh LLPGateKeep AI Gateway | Generic business | 6.1 Centralized control plane / admin console | 7.4 | HIGH | Open |
| S10 | Meridian Logistics GroupRouteHelp (internally built assistant from open-source components) | Generic business | 7.4 Open source components in the pipeline | 6.1 | MEDIUM | Open |