The intelligence node for AV engineering.
Upload your technical documentation library.
Ask any question in plain English.
Get the right answer — with the source citation — in seconds.
The problem
Your team works with 30 to 80 manufacturer ecosystems. Every technical answer lives somewhere in a PDF, a spec sheet, or an installation guide. Finding it is the bottleneck.
Crestron, Extron, Biamp, Shure, QSC, Harman — hundreds of documents across dozens of manufacturers, in inconsistent formats. No single place to search them all.
Your senior engineer carries years of institutional knowledge in their head. When they're busy, on vacation, or leave the company — that knowledge goes with them.
That's how much time the average AV engineer spends digging through PDFs and Googling for technical specs. Multiply that across your team, every project, every year.
How it works
PDFs, Word docs, spec sheets, installation guides, programming manuals, project archives. MuxNode AI ingests and indexes everything — respecting table structures, spec blocks, and technical formatting that generic tools miss.
Natural language. No boolean search operators. No scrolling through 200-page PDFs.
Every response links to the specific document, page, and section. Click "View Source" to see the original passage. Confidence scoring tells you when to verify with the manufacturer. No hallucinations. No guessing. Just grounded, cited answers from your own documentation.
Who it's for
MuxNode AI is purpose-built for commercial AV integration firms — not a generic AI tool repurposed for your industry.
Tired of digging through PDFs to find one specification buried in a 200-page installation guide.
Need technical answers on-site without calling back to the office and waiting for someone to look it up.
Worried about what happens when the most experienced engineer leaves and takes years of knowledge with them.
Where new hires take 6–12 months to become productive because institutional knowledge isn't documented anywhere.
What makes this different
Generic AI doesn't know that "4K60 4:4:4" and "2160p60 full chroma" mean the same thing, or that "Dante" means networked audio — not Italian poetry. MuxNode AI understands AV terminology, protocols, and manufacturer ecosystems.
Every organization gets an isolated, secure knowledge base. Your documentation never leaves your environment. Zero data leakage between customers. Upload manufacturer specs alongside your own project notes and lessons learned.
Every answer traces back to a specific source document. MuxNode AI tells you when it's confident and when it's not — because wrong answers on technical specs aren't just unhelpful, they're dangerous.
Early access
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