Intelligent systems, from silicon to cloud
NeuraNumera helps organizations design, build and operate intelligent systems, from devices in the field to applications in the cloud. We bring hands-on expertise in AI/ML, software and enterprise architecture, and embedded systems & IoT.
Two practices, one engineering standard
AI Services & Software Consulting
Applied AI, software and enterprise architecture, and cloud engineering for teams that need systems that work in production.
Embedded Systems & IoT Consulting
Firmware, hardware and device-to-cloud engineering for connected products, from prototype to field deployment.
What we do
Three service areas, delivered by engineers who have built and operated these systems.
AI/ML Solutions
LLM applications, AI agents and production ML pipelines, grounded in a clear AI strategy.
Learn moreSoftware & Enterprise Architecture
Solution and enterprise architecture, Salesforce architecture, full-stack delivery and AWS cloud.
Learn moreEmbedded Systems & IoT
Device firmware, PCB design, connected-device prototyping, device-to-cloud integration and edge AI.
Learn moreHow we work
Senior, hands-on consulting focused on outcomes you can measure and systems your team can own.
Discover
Understand the problem, constraints and success criteria before choosing technology.
Architect
Design the system with explicit trade-offs, documented decisions and a phased plan.
Build
Deliver working software, firmware and hardware with testing and CI/CD as standard.
Operate
Hand over with runbooks, monitoring and knowledge transfer so your team owns the result.
Frequently
asked questions
Projects in three areas: AI/ML solutions (LLM applications, AI agents, ML pipelines, AI strategy), software and enterprise architecture (including Salesforce and AWS), and embedded systems & IoT development (firmware, PCB design, prototyping, device-to-cloud and edge AI).
With a short discovery conversation to understand the problem, constraints and timeline. From there we propose a scoped first phase, often an assessment or a prototype, with clear deliverables.
Both. We can deliver architecture and strategy work, build critical components ourselves, or work alongside your team to raise its capability.
Yes. We adapt to your repositories, cloud accounts, ticketing and review processes, and leave documentation your team can own.
We are comfortable working under NDA, and engagement terms define IP ownership up front. Case studies on this site are anonymized.
Have a project in mind?
Tell us about the problem you are solving. We will reply with next steps, not a sales script.