Multi-agent intelligence
Specialist agents coordinate billing, network, sales, support, email, and knowledge tasks.
Explore capabilityUnify customer support, bill intelligence, network diagnostics, plan recommendations, ticket operations, and enterprise knowledge in one production-grade AI workspace.
I’m checking the symptoms against your regional network status. The connection is operational, but the pattern suggests local congestion.
Designed as a real enterprise product, not a collection of disconnected demos.
Specialist agents coordinate billing, network, sales, support, email, and knowledge tasks.
Explore capabilityIndex telecom documents in ChromaDB and answer from retrieved evidence with transparent citations.
Explore capabilityExtract charges, taxes, roaming, usage, anomalies, recommendations, and estimated savings from PDF bills.
Explore capabilityCombine customer symptoms with simulated telemetry, guided diagnostics, escalation, and automatic ticket creation.
Explore capabilityTrack prompt versions, latency, tokens, estimated cost, hallucination signals, quality, and user ratings.
Explore capabilityJWT rotation, RBAC, CSRF protection, audit records, validation, rate limits, and isolated model credentials.
Explore capabilityTeleMind does more than generate text. It selects a specialist, gathers evidence, structures the workflow, and records the result for operational follow-through.
Chat, speak, upload a bill, or search company knowledge.
LangGraph selects the right specialist and preserves workflow state.
RAG, diagnostics, structured extraction, and business APIs provide grounded context.
Results stream to the UI and persist with agent, citation, latency, and quality metadata.
“TeleMind turns a complex AI architecture into a calm, credible operator experience.
“The integrated prompt telemetry and citations make the AI behavior explainable to engineering and support teams.
“Bill analysis, network triage, and ticket generation finally feel like one workflow rather than three separate tools.
The complete repository includes every service required to run TeleMind with local AI behavior. Connect production model, email, storage, observability, and deployment services as your environment requires.
Frontend, gateway, AI runtime, MongoDB, ChromaDB, Docker, NGINX, tests, and documentation.