Reply has released a new set of Prebuilt AI Apps, production-ready agentic applications designed to accelerate enterprise AI adoption. The ready-to-use solutions combine process knowledge, curated datasets, domain ontologies and agentic workflows to deliver immediate operational value. The applications address key enterprise areas including credit evaluation, compliance assessment, manufacturing intelligence, HR processes, procurement and content production. They can be customised and integrated with existing enterprise systems whilst maintaining governance controls. Reply's Prebuilt AI Apps aim to help organisations transition from AI experimentation to scalable deployment by providing structured starting points that reduce initial complexity. The solutions automate recurring activities, improve decision-making through structured context and enhance user experience via conversational interfaces. The applications support industries including banking, critical infrastructure and manufacturing.

Reply has launched Model Factory, an industrial production line for building generative AI models grounded in corporate knowledge. The platform enables organisations to train AI models using their internal documentation, software repositories, business data and domain expertise within secure vaults. The factory industrialises data preparation, training, evaluation and deployment through a controlled lifecycle. Its training layer includes pre-training for domain awareness, supervised fine-tuning for specific tasks, reinforcement learning for policy alignment, and distillation for efficient deployment. Each model is released as a versioned enterprise asset with quality controls and EU AI Act compliance. Reply CEO Tatiana Rizzante said proprietary models will become key strategic differentiators, allowing companies to transform distinctive assets into governed AI models that remain under their control whilst enabling continuous improvement and specialisation.

Hermes Reply has launched Brick Cognitive, an agentic operating system designed to bring artificial intelligence to industrial operations. The platform extends Reply's Brick Reply MES/MOM system, enabling factory systems to interpret events, correlate data and guide decisions across production, quality, maintenance and planning. Brick Cognitive uses a semantic knowledge graph to connect data from disparate systems including MES, ERP, IIoT and planning tools. AI agents can analyse performance deviations, correlate non-conformities, reconstruct traceability and identify downtime patterns, moving manufacturers from fragmented operations to coordinated decision-making. The system operates as an open cognitive layer above existing factory infrastructure and includes prebuilt solutions for quality investigation, KPI analysis and production flow optimisation. It supports progressive adoption across multiple sites and domains.