Telecom operational intelligence · Built for engineers

Multivendor telecom intelligence,
grounded in your operations.

QueryVerse is a curated, RAG-grounded operational intelligence platform for RAN, Core, Integration, and NOC engineers. Answers your engineers can act on — with citations, not hallucinations.

Curated multivendor knowledge · Tenant-isolated · Audit-logged

Procedures, not paragraphs

Every answer follows a 5-section workflow: Pre-requisites → Configuration → Parameters → Activation → Validation. Backed by curated vendor SOPs.

Multivendor by design

Samsung, Nokia, Ericsson, Huawei, Mavenir. Curated mappings let a single query answer across vendor stacks.

Explainable & source-cited

Every claim links to a source chunk with vendor, document, and page. [Inferred] labels for anything beyond the curated KB — never blackbox.

Built for telecom workflows

RAN optimization
Core optimization (5GC / EPC / IMS)
Network integration
Managed services / NOC
Deployment & commissioning
RCA & troubleshooting

What makes a QueryVerse answer different

Generic AI chatbot

"To configure the cell, you should adjust parameters as required and monitor performance. Tune the configuration based on network requirements and make further adjustments as necessary."

QueryVerse

Configuration steps [Source 2: Samsung-NR-Commissioning-v3.1.pdf, p.42]
1. Set PCI in 0–1007 avoiding Tier-1/2 collision [Source 2]
2. NR-ARFCN per n78 plan: 620 000–653 333 [Inferred — Standard Samsung NR RF Practice]
3. SSB power offset −3 dB; RS power per cell-radius bucket [Source 5: Samsung-RF-Params.xlsx]

Tenant-isolated

Per-customer FAISS indices, per-customer Azure prefixes, per-customer audit trail. No cross-operator data leakage.

Audit-logged

Every upload, query, impersonation, and admin action is recorded. Compliance-ready event log out of the box.

Cost-controlled

Margin Monitor + per-tenant cost ceilings prevent runaway LLM bills. Strict daily limits, no surprise overages.

By curators, for engineers.

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