Case-study scenarios
Representative engineering engagements, designed around real constraints.
Twenty scenario-based case studies showing how Lavaflows would approach embedded validation, enterprise agents, and custom machine learning without inventing client results.
Featured · Jul 29, 2026
Robotic Endurance Rig for Physical HMI Validation
A representative validation architecture for exercising physical controls, observing independent product responses, and preserving evidence across long unattended campaigns.
Jul 28, 2026
State-Aware Power-Cycle Validation for a Connected Device
A scenario-based design for proving boot, shutdown, brownout, and recovery behaviour without confusing electrical activity with product readiness.
Jul 26, 2026
Multi-Protocol Device-Control Gateway for a Shared Test Bench
A scenario-based gateway that gives test authors one coherent control surface across relays, serial devices, instruments, buses, and network APIs.
Jul 25, 2026
Hardware-in-the-Loop Regression for a Safety-Relevant Controller
A representative HIL programme that turns simulated plant behaviour, real controller I/O, and fault injection into reviewable regression evidence.
Jul 24, 2026
Retrofitting Testability into an Existing Embedded Product
A scenario-based path for adding observability, controllability, deterministic reset, and diagnostic hooks without redesigning the whole product.
Jul 23, 2026
Distributed Bench Fleet with a Correlated Evidence Pipeline
A representative architecture for scheduling tests across heterogeneous benches while preserving identity, health, configuration, and evidence.
Jul 22, 2026
Separating Product Defects from Test-Rig Failures
A scenario-based diagnostic layer that classifies failures using independent observations instead of treating every red test as a product defect.