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Deep Dive Exhibit · ~6 min

TM Forum Open API Intelligence Suite & Spectra AI Copilot

When enterprise JSON payloads become unreadable, transform data contracts into observable, interactive graphs with client-side AI.

01 · Orientation

An exhibit, not an article

Seven layers, each with something to touch. Start anywhere - the path remembers where you are.

You are here: Orientation

Read the exhibit contract, then pick a layer.

You are about to read a telecom payload the way architects wish they could - as a living diagram.

This exhibit walks through a browser-local suite for 23+ TM Forum Open APIs: multi-megabyte JSON payloads become navigable graphs, a laser pointer draws over live topology, schemas validate path by path, and a hybrid AI copilot explains what you are looking at.

Everything runs client-side. That constraint is the whole design: telco payloads carry commercial sensitivity, so nothing may require a server to function.

How to use this exhibit:
  • Inspect each layer of the visualization pipeline
  • Step one payload from raw JSON to presented insight
  • Decide where AI inference should physically run
  • Break the payload, then watch validation and layout respond
{ "product": {"characteristics": [{ "place": {...}},{ "party": {...}},… 2.4 MB more …nested · unreadablelayouttopology reveals structureSTAYS ON THIS MACHINElocal inference · zero transit
Noise resolving into structure
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“A well-architected system makes the right thing easier, and the wrong thing harder.”
— Kuldeep Singh