The Problem:

Physical Network Infrastructure Documentation is Broken

Every year, enterprises spend fortunes planning high-speed networks, yet the documentation supporting them is fundamentally broken.

Today, As-builts are complex, static documents with minimal explaination. They are 100% accurate on Day 1—and immediately start to decay.

When a network goes dark at 2:00 AM, IT engineers are left completely blind, guessing at dependencies while critical infrastructure remains offline.

The market has ignored this. Existing DCIM software focuses strictly on hyper-scale data centers, entirely abandoning the physical cable plants inside hospitals, schools, and manufacturing ecosystems.

The Current Status Quo

• Static Deliverables: As-builts are static complex floorplans that require specialist expertise to interpret.

• Rapid Decay: Documentation is accurate only on Day 1, immediately degrading as changes occur.

• High Maintenance: Every network modification requires expensive RCDD re-engagements or manual updates to complex files.

• The Reality Gap: Final handoffs suffer from naming inconsistencies and mixed-generation hardware that mismatch the original sales pitch.

The Operational Impact

• Decorative Assets: IT teams quickly default to basic spreadsheets, rendering expensive floor plans completely useless.

• Blind Outages: Midnight network failures turn into crises because outdated files leave staff with zero visibility into asset connectivity.

• Compounding Costs: Continuous documentation drift results in recurring consulting fees and deeply frustrated clients.

The Market Gap

• Enterprise Blindspot: Existing DCIM tools exclusively target data centers.

• Unserved Verticals: No specialized software exists for horizontal cable plants in schools, government facilities, or manufacturing plants.

The Solution: Cable Plant IQ

That is why we built Cable Plant IQ: the world's first living infrastructure database powered by a secure, local AI assistant.

We have eliminated onboarding friction entirely—users simply upload their legacy drawings, PDFs, or spreadsheets, and our engine automatically structures a dynamic database without requiring a costly physical re-audit.

From there, your physical environment becomes a completely interactive digital canvas.

Tap an outlet or asset on the floor plan, and its entire history—IP addresses, MACs, testing records, and warranties—appears instantly.

Best of all, it features natural language querying. You can ask it in plain English exactly how ports map to faceplates, and get precise answers in seconds.

Zero-Friction Onboarding

• Instant Ingestion: Upload existing files (Visio, PDF, DXF/DWG, images, Excel/CSV) to automatically build a dynamic, living database.

• No Re-Audit Required: Eliminate the need for costly and time-consuming manual site audits to get started.

Interactive Visibility

• Click-to-Inspect Floor Plan: Tap any network asset to instantly pull up its full data panel, including physical connections, IP/MAC addresses, test certificates, and warranty status.

Natural Language Queries

• Ask in Plain English: Query your infrastructure conversationally (e.g., "What switch port is room 204 faceplate 3 connected to?") and receive precise, instant answers.

Enterprise-Grade Security

• Always Local Execution: Runs entirely on your own local hardware with zero cloud dependency.

• Fully Air-Gapped Capable: Designed to meet the strict security compliance standards of schools, government, and manufacturing facilities.

Success Criteria & Deployment

To deliver this safely to highly regulated sectors like education, healthcare and defense, we engineered a deterministic AI Stack.

Traditional LLMs suffer from dangerous hallucinations, which is unacceptable for critical networking.

Cable Plant IQ completely solves this: we use SQL logic to deterministically resolve the exact network path graph first, and then use a highly optimized, local LLM to translate that path into plain English.

The entire application runs fully air-gapped on standard consumer-grade GPU hardware, meaning zero cloud dependencies, zero external data leaks, and absolute security compliance out of the box.

Under the hood, we map physical assets linearly from campus sites down to individual pins using PostgreSQL and pgvector.

When you look at our actual production dashboard, the abstraction disappears.

Our Cable Runs interface aggregates continuous performance testing status, flashing a diagnostic failure the exact second an endpoint degrades.

We seamlessly cross-reference this with a precise visual Rack View that maps physical U-space hardware directly to logical subnets.

In our IPAM panel, managing network segments—like tracking clinical staff endpoints versus secure medical devices—becomes completely automated.

Cable Plant IQ gives enterprise IT teams an unified, authoritative, and living map of their entire physical reality.