For RAN, protocol, integration & test teams

Stop hunting through
thousands of pages of 3GPP.

A retrieval AI assistant over 3GPP specifications and your internal standards — it returns clause-level, cited answers in seconds, grounded only in the specs. Cut spec-search time, standardize answers across the team, and onboard junior engineers faster.

// Grounded in standards — every answer cites the clause. No hallucinated requirements.

The problem

Specs are the bottleneck, not the work

Telecom engineering runs on dense, cross-referenced standards — and finding the right clause eats hours that should go to design and debugging.

🔎
SLOW SPEC SEARCH

Hours lost paging through PDFs

A single feature spans multiple specs and releases. Engineers Ctrl-F across thousands of pages, chase cross-references, and still miss the governing clause.

🧩
INCONSISTENT ANSWERS

Every engineer interprets differently

The same question gets different answers across the team and across releases — with no shared, cited source of truth.

🎓
SLOW ONBOARDING

Juniors take months to get productive

New engineers can’t navigate the spec corpus yet, so seniors lose time answering the same protocol questions over and over.

⚠️
RISKY GUESSWORK

General LLMs invent requirements

Open chatbots confidently fabricate clause numbers and behavior. In standards work, a wrong citation is worse than no answer.

See it in action

Ask in plain language. Get a cited clause.

Illustrative examples of the question style and grounded, citation-backed responses.

> Explain SCG failure in EN-DC

Returns the SCG failure information procedure, trigger conditions, and the UE’s reporting behavior — summarized in plain language.

cites: TS 37.340 · TS 38.331

> Show the Xn handover flow

Walks the Xn-based handover message sequence step by step, with the role of source and target gNB at each stage.

cites: TS 38.300 · TS 38.423

> What is SS-RSRP and how is it measured?

Defines SS-RSRP, the measurement reference, and where the requirement is specified — with the exact clause.

cites: TS 38.215 · TS 38.133

> Conditions for RRC re-establishment?

Lists the triggers and the procedure, grounded in the controlling spec rather than a paraphrase from the open web.

cites: TS 38.331

Want it pointed at your release set and internal standards? Book a demo.

How it works

Retrieval-grounded, not guesswork

The assistant only answers from the specs you load — and shows its sources.

01 · INDEX

Ingest the corpus

We index the 3GPP releases you work with, plus your internal standards and design rules.

02 · ASK

Query in plain language

Engineers ask natural-language questions — no exact clause numbers required.

03 · RETRIEVE

Ground in the clause

Relevant passages are retrieved and the answer is generated strictly from them — with citations.

04 · VERIFY

Click through to source

Every answer links to the governing clause so the engineer can confirm, not just trust.

What changes

From hours of searching to seconds of answers

Seconds
to a cited answer instead of hours paging through specs
One source
of truth — the whole team works from the same cited clauses
Faster ramp
junior engineers self-serve protocol questions and learn from citations
Built for

The teams who live in the specs

📡

RAN & protocol engineers

Resolve behavior, timers, and procedures across releases without losing the thread.

🧪

Test & integration teams

Pin down the exact requirement behind a test case or a field issue, fast.

🏭

Vendors & operators

Give every engineer a consistent, cited reference across sites and teams.

Trust & deployment

Grounded, private, and deployable your way

📚

Cited, not invented

Every answer is grounded in retrieved spec passages with clause-level citations — never open-web guesswork.

🔒

Your data stays yours

Internal standards and queries are kept private, with a zero data-retention posture and NDA in place.

🏢

On-prem / VPC option

For sensitive corpora, the assistant can be deployed in your own environment rather than a shared cloud.

🔗

Your corpus, your releases

Pointed at the exact 3GPP releases and internal documents your team works with — not a generic index.

🧭

Knows its limits

When the specs don’t cover a question, it says so rather than fabricating a clause.

🛠️

We build & tune it

We handle ingestion, tuning on your query patterns, and ongoing updates as releases change.

FAQ

The questions engineering leads ask first

How is this different from asking a general AI chatbot?

General chatbots paraphrase from the open web and routinely invent clause numbers and behavior. This assistant retrieves from the actual specs you load and answers only from them, with citations you can click through to verify.

Which specs and releases are covered?

We index the 3GPP releases your team works with, and can add your internal standards, design rules, and test documentation to the same corpus.

Can we run it on-premise or in our own cloud?

Yes. For sensitive corpora it can be deployed in your own VPC or on-prem environment instead of a shared cloud.

How do you handle confidentiality of internal documents?

Internal documents and queries are kept private with a zero data-retention posture and an NDA. Your corpus is not used to train shared models.

What happens when the answer isn’t in the specs?

It tells you it can’t find a grounded answer rather than guessing — which, in standards work, is the safe behavior.

Give your engineers a cited answer in seconds.

Book a technical demo and we’ll run your real spec questions against your release set — and show the citations.

Book a technical demo