FDE Case Studies
Real-world AI deployment case studies with problem context, approach, and outcomes.
Morgan StanleyFinancial Services
Morgan Stanley: Evals Before Scale
Morgan Stanley: Evals Before Scale
Evaluation DesignRAGDomain Expert Collaboration
Lowe’sRetail
Lowe’s: Building an Associate Copilot from the Store Floor
Lowe’s: Building an Associate Copilot from the Store Floor
Field DiscoveryWorkflow DesignVoice UX
UndisclosedEnterprise AI
Production Inference Optimization: From PoC to a Measurable Serving Stack
Production Inference Optimization
ProfilingInference OptimizationCapacity Planning
TIMEMedia
TIME: Shipping a Guardrailed Multimodal Experience in Two Months
TIME: Shipping a Guardrailed Multimodal Experience
Multimodal Product DeliveryRed TeamingGuardrails
BNYFinancial Services
BNY: Governance as an Agent Platform Capability
BNY: Governance as an Agent Platform Capability
AI GovernanceAgent PlatformAccess Control
Cox AutomotiveAutomotive
Cox Automotive: Model Selection Around Business Workflows
Cox Automotive: Model Selection Around Business Workflows
Model EvaluationModel RoutingData Grounding
Delight.ai / SendbirdCustomer Support Software
Delight.ai: Turning Production Failures into Regression Tests
Delight.ai: Turning Production Failures into Regression Tests
Production DebuggingRegression TestingModel Routing
CarlyleInvestment Management
Carlyle: Evaluating a Multi-Agent Due-Diligence Workflow
Carlyle: Evaluating a Multi-Agent Due-Diligence Workflow
Agent EvaluationTrace GradingDataset Design
JacobsWater and Industrial Operations
Jacobs: Connecting Operational Data to Energy Decisions
Jacobs: Connecting Operational Data to Energy Decisions
Data IntegrationOntologyOperational Optimization
Public-sector disaster responseGovernment and Emergency Response
Disaster Response: Integrating Critical Data in Seven Weeks
Disaster Response: Integrating Critical Data in Seven Weeks
Rapid Data IntegrationIdentity ResolutionField Delivery
AirbusAviation
Airbus Skywise: A Shared Data Layer for Aviation Operations
Airbus Skywise: A Shared Data Layer for Aviation Operations
Data PlatformCross-Organization IntegrationOntology
UndisclosedEnterprise AI
Evaluating and Rolling Out a New Model in One Week
Evaluating and Rolling Out a New Model in One Week
Model EvaluationRelease PlanningCanary Deployment