AI-first, built on real network engineering.
Milewire applies generative AI, edge inference, and automated decision support to RF and RAN operations, grounded in engineering experience, not built in a vacuum. We're a small team actively seeking teaming and subcontracting partnerships.
Illustrative pipeline concept. Edge/local AI capability is in MVP development, see MileBase below.
Deep RAN engineering experience grounds every AI capability we build, turning RF measurements, alarms, KPIs, runbooks, and operational data into evidence, diagnosis, and decision support for mission-critical environments.
25 years in RF. Two years building AI.
01 · FounderPhillip Smith spent 25+ years running RF and RAN operations across Ericsson, Nokia, and Samsung environments, work most AI vendors have never done firsthand. Over the past two years he's delivered applied AI services to small business clients, AI-built websites, RAG knowledge-base chatbots, and LLM tooling, and in 2026 completed postgraduate certifications in AI/ML and Generative AI from the McCombs School of Business at UT Austin. MileBase, our current wireless-industry prototype, is the direct product of combining both: two decades of knowing what the network data actually means, and hands-on experience building AI systems that act on it.
What we bring
02 · CapabilitiesApplied GenAI & decision support
Edge & Local AI
MVP DEVELOPMENTRF assurance & RAN operations
Operational readiness
Where we fit on your team
03 · TeamingWe're seeking teaming and subcontracting partnerships with primes delivering AI, network modernization, or critical-infrastructure programs. Here's the gap we're built to fill.
Sub-level AI capability for primes needing edge/offline AI or network-domain LLM tooling, gaps many general AI vendors don't cover.
An MVP-stage prototype ready to integrate or pilot under an OTA, SBIR, or small pilot award, not a concept on a slide.
A lean team structure: fast to bring on, low overhead, and responsive turnaround for pilot-scale work.
MileBase, honestly
04 · StatusMileBase is our edge AI prototype, currently in active MVP development. It is not yet a fielded, production capability. We say so here the same way we say so in our capability statement, because a teaming partner deciding whether to bring us in deserves an accurate picture, not an inflated one.
What it is: a real, working prototype for local/offline AI inference and edge data collection in constrained network environments, built on the RF/RAN operational experience described above.
Company snapshot
05 · CompanyLooking for private LTE/5G RF assurance and RAN engineering services specifically?
Visit milewire.io