The Three Layers of AI-Driven Engineering Productivity
Most organizations are one layer deep into AI adoption and wondering why AI engineering productivity gains don’t match the promise. The framework for understanding why is actually simple, and one you’ve heard before: you have to slow down to go faster. The trick is to build on success. Gorilla Logic has spent more than 20 […]
AI-Powered Automation Prototype Reduces Carrier Onboarding Time by 95%
The Challenge As part of a larger Carrier State Acceleration initiative, a leading insurance provider sought to streamline its slow, manual carrier onboarding process. Each new integration required weeks of back-and-forth between internal teams and carriers to gather, validate, and structure documentation. The company faced several key challenges: To accelerate growth and improve efficiency, the […]
Automating Legacy System Understanding with AI to Accelerate Modernization Readiness
Client Industry Solution Provided Technologies Used Global Product Company Software & HiTech Legacy System Modernization, AI-Generated System Intelligence Construct™: Chronicle, GPT-4o, Claude, DocuWriter.ai, n8n, Flowise The Need The client relied on a business-critical legacy system written in RPG, but faced mounting challenges that impeded modernization: The Solution To accelerate transformation, Gorilla Logic deployed *Construct™: Chronicle—an […]
Improving Model Readiness and Release Confidence with Repeatable AI Validation Workflows
Client Industry Solution Provided Technologies Used Global Product Company Software & HiTech AI Feature Validation, LLM Testing & Evaluation Construct™:Synthesize, Construct™: Verdict, YAML-based test scripting, LLM-as-a-Judge, visualization dashboards The Need As the client integrated generative AI features into its platform, its QA and product teams faced mounting validation challenges: The Solution To bring clarity, repeatability, […]
Reduced MTTR by 20% with AI-Powered Diagnostics for a Global Automotive Company
Client Industry Solution Provided Technologies Used Global Automotive Manufacturer Auto & Manufacturing AI-powered diagnostics, automated root cause analysis, agentic workflows for SRE support, observability integration Construct™: Diagnose, Kubernetes (GKE), Apache Airflow, Google Gemini, Agno Framework, Prometheus, Google Cloud Platform (GCP), ServiceNow The Challenge A global automotive manufacturer experienced a critical infrastructure outage that brought key services […]