Accelerate AI for your enterprise with GenAIOps and MLOps

Deploy scalable, secure, and explainable GenAI and ML solutions with HARMAN’s robust AI operations framework.

Why scalable GenAI and ML operations matter

Enterprises are embracing AI to accelerate innovation, yet scaling GenAI and ML introduces challenges such as cost, complexity, and explainability. HARMAN’s GenAIOps and MLOps services are built for organizations operating at scale, including those managing vast data, numerous models, and high-stakes outcomes. From fine-tuning and deployment to governance and monitoring, we streamline the AI lifecycle with responsible, modular, and secure frameworks. With automation, observability, and hybrid readiness, HARMAN enables enterprises to deliver fast, safe, and sustainable AI.

Solutions tailored for enterprise-scale AI

HARMAN helps clients operationalize GenAI and ML with secure, scalable, and explainable solutions that deliver real business impact.

AI solution design

Custom architectures and toolchains that align GenAI solutions with enterprise goals, compliance, and scalability.

Responsible AI and observability

Built-in explainability, bias detection, and real-time tracking to ensure transparency, trust, and compliance.

GenAIOps capability assessment

Workshops and diagnostics to assess readiness, identify gaps, and define a roadmap for scalable, responsible GenAI implementation.

MLOps implementation services

Full-stack ML pipelines with CI/CD, monitoring, and governance to accelerate deployment and minimize risk.

Platforms built for GenAI velocity

HARMAN delivers purpose-built solutions and frameworks across the GenAI stack, from proprietary LLMs to GPT-4o and Claude integration. Our innovation team and pre-built accelerators equip enterprises with the tools to move fast, stay secure, and lead in the AI economy.

LLM Studio

Monitoring & observability

Finetuning private models