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OPTIME consulting turns technical and business constraints into actionable architecture and engineering plans. We work with customer teams on AI architecture, production readiness, performance and cost assessment, private deployment planning, evaluation strategy, systems architecture, and technical roadmaps.
Engagements can begin with an AI Architecture and Optimization Review, a production-readiness assessment, or a focused systems-architecture engagement. The goal is a controlled plan covering models, applications, data, infrastructure, privacy, performance, evaluation, and operational ownership—not generic digital-transformation advice.Explore AI Systems Engineering +
Consulting opportunities you can leverage
AI Architecture and
Production Readiness
Define the model, application, data, infrastructure, security, evaluation, and operating layers required to move from an AI concept or prototype toward a controlled production system.
Performance and
Cost Assessment
Review token and inference-cost drivers, model selection, memory, latency, throughput, compute utilization, capacity assumptions, and avoidable infrastructure overhead.
Evaluation and
Deployment Planning
Plan model and RAG evaluation, failure-mode testing, data boundaries, private or hybrid deployment, operational ownership, and the technical milestones needed before scale-up.
Troubleshooting
Complex Problems
Analyze difficult architecture, performance, reliability, networking, media, embedded, or infrastructure problems and produce a practical remediation roadmap.
High-level planning and architecture of software
Generally, all software solutions require architectural definition, but large-scale ones need their requirements carefully analyzed and planned to avoid potential long-term problems. The definition of software architecture is a delicate work that requires vast hands-on experience and knowledge of multiple layers of the technology stack. Fortunately, Optime’s team is more than equipped to deal with these challenges. Our specialized knowledge of several core industries puts us in a unique position to provide tailored consulting services when it comes to the definition of software architecture.
Evolving software product management practices
Software architectures have evolved over the last years, as the industry paradigms evolve, the businesses need to follow or otherwise risk being pushed out of the market. One of the main challenges companies face is maintaining and upgrading the large legacy code bases that need to be modified to fit into contemporary workflows. We can help you overhaul your software products, transform them to more modern architectures and make them more maintainable in the long term.
Cases
Broadcast-grade Low Latency Multiviewer
C/C++, Yocto, TypeScript