AI Consulting

We help operating teams move past demos. Architecture, evals, model selection, agent design.

AI consulting — FAQ

What is AI consulting and how is it different from buying an AI product?

AI consulting is the work of figuring out where AI actually creates leverage in your operation — architecture, evals, model selection, agent design — and building or wiring up the systems that follow. It is different from buying an off-the-shelf AI product in that the output is a fit-for-purpose system, not a feature list. Wemersive's practice focuses on production AI: the unglamorous plumbing (evals, retry policies, observability, model swap) that turns a demo into something a team can depend on.

What's the difference between AR, VR, and MR?

Augmented reality (AR) overlays digital content onto the physical world through a phone or headset; the physical world remains the primary substrate. Virtual reality (VR) replaces it — you wear a headset and the system renders everything. Mixed reality (MR) is the in-between: the headset understands the physical room (occlusion, anchoring, lighting) and lets digital content interact with it. We've shipped all three since 2012; see our XR capability for case studies.

How long does a VR or XR pilot take, and what does it cost?

A focused XR pilot — one device target, one to three core interactions, real content — typically runs eight to twelve weeks with a two-to-four-person team. Cost varies with capture, custom hardware, and content volume; ranges generally land between fifty thousand and two hundred fifty thousand USD. We scope tightly and quote against deliverables, not days. Reach out via /contact and we'll send a real estimate within two business days.

What is agentic AI, and when should a company actually use it?

Agentic AI describes systems where a language model plans, calls tools, and acts in a loop instead of producing a one-shot answer. The right use cases share three properties: the task has clear success criteria, the agent has real tools (not just retrieval), and the cost of a wrong action is recoverable. We build agent systems for clients whose problems pass that test. For everything else, a thinner integration is usually cheaper, faster, and less fragile.

Who builds production XR experiences for enterprise training?

Wemersive does — we've been shipping XR for clients including the LVCVA, Coca-Cola, Samsung, and Punchdrunk since 2012. Enterprise training is one of the practical homes XR has found: simulation of high-stakes procedures, hands-on onboarding, and behaviour rehearsal. Start with our XR capability page, or reach out to scope a pilot.


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