Case Study
AI-Workbench: Lightweight Platform for Rapid AI App Prototyping
We developed AI-Workbench, a lightweight platform designed to simplify and accelerate the creation of AI applications. Built on top of robust systems like Big Data Platform (BDP) and Virtual Infrastructure Provisioning Platform (VIP), AI-Workbench abstracts the complexity of those platforms while introducing an entirely new capability: building end-to-end AI apps from scratch.
Unlike other platforms that limit customization to just the frontend/backend or treat the model as a black box, AI-Workbench gives users full control over all three core components of an AI application:
Frontend – UI configuration for app title, description, and enable/disable history chat.
Backend – App logic designed via drag-and-drop in LangFlow.
Model – Select from preloaded Ollama models or use fine-tuned custom models.
The platform enables:
Product Owners to launch proof-of-concept (PoC) AI apps without technical barriers
Developers to efficiently integrate and extend AI functionality into existing products
Dec 19, 2025
