Autonomous 5G Network Slicing, RAN Energy Optimization & Optical Fault Localization
Elesium's telecom AI architecture executes sub-10ms control loops for autonomous 5G network slicing, Open RAN radio unit energy throttling, and optical time-domain reflectometry (OTDR) fault localization under strict DoT Trusted Telecom Portal and TRAI quality-of-service mandates.
Statutory & Regulatory Compliance Matrix
Governing Authorities: DoT, TRAI & Trusted Telecom Portal
Department of Telecommunications (DoT) Trusted Telecom Portal (TTP) Mandate, TRAI Quality of Service (QoS) Regulations, and Indian Telegraph Right of Way Rules.
Deterministic Multi-Agent Architecture
With the rollout of commercial 5G Standalone (SA) networks and massive densification of cellular base stations, telecommunications service providers face soaring electricity bills, complex multi-vendor Open RAN deployments, and strict TRAI quality-of-service requirements. Manual network operations centers (NOCs) cannot keep pace with dynamic micro-slice provisioning and millisecond packet drops.
Elesium develops carrier-grade, containerized xApps and rApps that run on Open RAN Near-Real-Time and Non-Real-Time RAN Intelligent Controllers (Near-RT RIC / Non-RT RIC). Operating over standardized O-RAN E2 and A1 interfaces, our agents dynamically adjust antenna beamforming weights, carrier aggregation matrices, and power amplifier states in sub-10ms cycles.
During off-peak traffic periods, our Radio Unit Energy Agent triggers micro-sleep modes on idle power amplifiers, slashing base station electricity consumption by up to 18.4% without degrading coverage. In fiber backhaul networks, our Optical Fault Agent ingests high-frequency OTDR trace data, isolating cable cuts and macro-bending losses with sub-50-meter geographic precision to dispatch field restoration crews immediately.
Enterprise Production Capabilities
Autonomous 5G Dynamic Network Slicing
Real-time resource allocation and QoS guarantee for mission-critical enterprise URLLC and eMBB network slices.
Open RAN Power Amplifier Energy Throttling
Micro-second sleep scheduling of cellular radio units based on predictive cell-level traffic volume forecasts.
Optical Fiber Fault Localization
Instantaneous analysis of OTDR backscatter traces, pinpointing fiber breaks to within 50 meters on GIS maps.
Predictive Cell Tower Maintenance
Telemetry analysis of tower battery backups, diesel generators, and RF VSWR ratios to prevent site outages.
Telecom & Infrastructure Production Architectures
Verified production-ready sovereign AI solutions in the Telecom & Infrastructure thematic cluster.
Sub-second Cdr Billing Reconciliation Agents for Telecom Operators — Zero-leakage Real-time Mediation & Rating →
Deploy an enterprise sub-second CDR billing reconciliation agents for telecom operators with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Autonomous Optical Network Fault Isolation Software for Dark Fiber Carriers — Real-time Telemetry & Instant Circuit Rerouting →
Deploy an enterprise autonomous optical network fault isolation software for dark fiber carriers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Deterministic Interconnect Settlement Engines for Mobile Network Operators — Sub-200ms Roaming & Carrier Dispute Elimination →
Deploy an enterprise deterministic interconnect settlement engines for mobile network operators with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Predictive Cell Tower Energy Optimization Agents for Telecom Infrastructure Firms — Autonomous Diesel & Grid Load Balancing →
Deploy an enterprise predictive cell tower energy optimization agents for telecom infrastructure firms with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Telecom Churn Prediction State Machines for Enterprise Broadband Providers — Proactive Sla Intervention & Retention Automation →
Deploy an enterprise telecom churn prediction state machines for enterprise broadband providers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Telecom Fiber Optical Backhaul Capacity Forecasting State Machines for Network Planners — DWDM Wavelength Traffic Modeling & Congestion Mitigation →
Deploy an enterprise telecom fiber optical backhaul capacity forecasting state machines for network planners with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Radio Access Network Ran Sleep Mode Power Optimization Agents for Telco Towers — Dynamic 5g Sector Power Shedding with Zero Call Drop Degradation →
Deploy an enterprise radio access network ran sleep mode power optimization agents for telco towers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Subsea Fiber Cable Optical Time Domain Reflectometry OTDR Fault Localization Software for Submarine Cable Operators — Coherent OTDR Sub-meter Spatial Resolution & Transoceanic Fiber Break Distance Pinpointing →
Deploy an enterprise subsea fiber cable optical time domain reflectometry otdr fault localization software for submarine cable operators with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Erbium Doped Fiber Amplifier EDFA Gain Flatness and Amplified Spontaneous Emission Software for DWDM Network Engineers — Dynamic Gain Equalization Filter Optimization & Sub-0.5db Spectral Tilt Correction →
Deploy an enterprise erbium doped fiber amplifier edfa gain flatness and amplified spontaneous emission software for dwdm network engineers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Coherent Optical Transponder Chromatic Dispersion and PMD Compensation Software for Subsea Link Engineers — Real-time DSP Adaptive Equalization & Sub-picosecond Differential Group Delay Dgd →
Deploy an enterprise coherent optical transponder chromatic dispersion and pmd compensation software for subsea link engineers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Reconfigurable Optical Add Drop Multiplexer ROADM Wavelength Routing Telemetry Software for Optical Backbone Architects — Colorless-directionless-contentionless Cdc Grid Wavelength Switching & Attenuation Profiling →
Deploy an enterprise reconfigurable optical add drop multiplexer roadm wavelength routing telemetry software for optical backbone architects with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Subsea Branching Unit High Voltage Constant Current Power Feeding Telemetry Software for Cable Station Directors — Subsea Power Feed Equipment Pfe Ground Return Shunt & Sub-second Earth Fault Triage →
Deploy an enterprise subsea branching unit high voltage constant current power feeding telemetry software for cable station directors with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Optical Signal to Noise Ratio OSNR Degradation and Nonlinear Kerr Effect Software for Transoceanic Fiber Engineers — Self-phase Modulation Spm & Cross-phase Modulation Xpm Non-linear Phase Noise Inversion →
Deploy an enterprise optical signal to noise ratio osnr degradation and nonlinear kerr effect software for transoceanic fiber engineers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Fiber Polarization Mode Dispersion PMD Dgd Differential Group Delay Telemetry Software for High Bit Rate Transport Leads — First and Second Order PMD Vector Tracking & Instantaneous SOP State-of-polarization Drift →
Deploy an enterprise fiber polarization mode dispersion pmd dgd differential group delay telemetry software for high bit rate transport leads with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Subsea Optical Repeater Optical Supervisory Channel Osc Telemetry Decoding Software for Wet Plant Monitoring Teams — Out-of-band Osc Command Telemetry & Laser Diode Pump Bias Current Anomaly Isolation →
Deploy an enterprise subsea optical repeater optical supervisory channel osc telemetry decoding software for wet plant monitoring teams with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Optical Spectrum Analyzer Osa Channel Power Tilt Equalization Software for Submarine DWDM Terminal Stations — C+l Band Real-time Channel Power Leveling & Variable Optical Attenuator Voa Closed-loop →
Deploy an enterprise optical spectrum analyzer osa channel power tilt equalization software for submarine dwdm terminal stations with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Forward Error Correction FEC Uncorrectable Block Count BER Telemetry Software for High Throughput Optical Transceivers — Pre-fec Bit Error Rate Q-factor Inversion & Predictive Optical Margin Exhaustion Alarms →
Deploy an enterprise forward error correction fec uncorrectable block count ber telemetry software for high throughput optical transceivers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Subsea Fiber Acoustic Sensing DAS Maritime Anchor Drag Threat Detection Software for Subsea Infrastructure Protectors — Distributed Acoustic Sensing Rayleigh Backscatter Phase Demodulation & Vessel AIS Cross-tracking →
Deploy an enterprise subsea fiber acoustic sensing das maritime anchor drag threat detection software for subsea infrastructure protectors with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Subsea Cable Jointing Box Hydrostatic Seal Pressure Telemetry Software for Marine Offshore Repair Engineers — 600-bar Hydrostatic Seal Sensor Monitoring & Subsea Water Ingress Resistance Telemetry →
Deploy an enterprise subsea cable jointing box hydrostatic seal pressure telemetry software for marine offshore repair engineers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Coherent 64 QAM Constellation Error Vector Magnitude EVM Degradation Software for Subsea DSP Engineers — I/q Imbalance Extraction & Sub-percent EVM Laser Phase Noise Carrier Recovery →
Deploy an enterprise coherent 64 qam constellation error vector magnitude evm degradation software for subsea dsp engineers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Space Division Multiplexing Multicore Fiber Inter Core Crosstalk Telemetry Software for Next Gen Subsea Cables — Coupled-mode Inter-core Crosstalk Sub-db Isolation & Multi-input Multi-output Mimo DSP →
Deploy an enterprise space division multiplexing multicore fiber inter core crosstalk telemetry software for next gen subsea cables with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Ramon and Brillouin Distributed Fiber Temperature and Strain Monitoring Software for Buried Submarine Cables — Spontaneous Brillouin Frequency Shift Botda & Seabed Burial Depth Thermometry →
Deploy an enterprise ramon and brillouin distributed fiber temperature and strain monitoring software for buried submarine cables with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Subsea Optical Power Budget and Span Margin Automated Recalculation Software for Consortium Capacity Managers — Automated Fiber Degradation Margin Modeling & Multi-owner Spectral Slot Allocation →
Deploy an enterprise subsea optical power budget and span margin automated recalculation software for consortium capacity managers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Air-gapped Private VPC Llama-3 70b Inference Node Deployment Telemetry for Indian Data Fiduciaries — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise air-gapped private vpc llama-3 70b inference node deployment telemetry for indian data fiduciaries with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Triton Vllm Pagedattention Kv-cache Allocation and Sub-20ms Ttft Optimization Telemetry — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise triton vllm pagedattention kv-cache allocation and sub-20ms ttft optimization telemetry with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Cross-region Wan Latency Jitter Packet Smoothing Telemetry for Distributed Agent Consensus — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise cross-region wan latency jitter packet smoothing telemetry for distributed agent consensus with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Sub-50ms Finality State Commitment Telemetry for Sovereign Private Multi-agent Clusters — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise sub-50ms finality state commitment telemetry for sovereign private multi-agent clusters with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Private VPC Air-gapped Clinical LLM Deployment Telemetry for Hospital Trusts — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise private vpc air-gapped clinical llm deployment telemetry for hospital trusts with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Disaggregated Pre-fill and Decode Pod Orchestrators for Enterprise Vllm Clusters — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise disaggregated pre-fill and decode pod orchestrators for enterprise vllm clusters with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Pre-fill Compute Saturation Decoupling Controllers for Deepseek-r1 Reasoning Swarms — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise pre-fill compute saturation decoupling controllers for deepseek-r1 reasoning swarms with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Heterogeneous Gpu Cluster Pre-fill Node Allocators for 405b Llama Deployments — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise heterogeneous gpu cluster pre-fill node allocators for 405b llama deployments with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Cross-node Kv Paged Attention Memory Routing Daemons for Distributed Agent Swarms — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise cross-node kv paged attention memory routing daemons for distributed agent swarms with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Rdma Roce-v2 Direct Memory Kv Cache Transfer Engines for Disaggregated Pods — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise rdma roce-v2 direct memory kv cache transfer engines for disaggregated pods with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Radix Tree Kv Prefix Cache Sharing Synchronizers Across Heterogeneous Gpu Nodes — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise radix tree kv prefix cache sharing synchronizers across heterogeneous gpu nodes with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Dynamic Kv Memory Pool Rebalancing Daemons for Multi-node Vllm Deployments — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise dynamic kv memory pool rebalancing daemons for multi-node vllm deployments with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Hierarchical Hbm to Host Ram Kv Cache Tiered Storage Allocators for Ctos — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise hierarchical hbm to host ram kv cache tiered storage allocators for ctos with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Lossless Kv Cache Quantization and Dequantization Stream Overlays for Enterprise AI — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise lossless kv cache quantization and dequantization stream overlays for enterprise ai with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Heterogeneous H100 Pre-fill and L40s Decode Pairing Architects for Enterprise AI — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise heterogeneous h100 pre-fill and l40s decode pairing architects for enterprise ai with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Enterprise Disaggregated Pre-fill Architecture Auditors for Fortune 500 CTO Offices — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise enterprise disaggregated pre-fill architecture auditors for fortune 500 cto offices with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →DMA Transfer Packet Fragmentation Mitigators for Pcie Bus Congestion Avoidance — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise dma transfer packet fragmentation mitigators for pcie bus congestion avoidance with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Dynamic DMA Bandwidth Throttling Controllers to Prevent Gpu Kernel Execution Stalls — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise dynamic dma bandwidth throttling controllers to prevent gpu kernel execution stalls with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →Asynchronous Host Page-locking Daemons for On-demand Non-contiguous Kv Transfers — Deterministic Architecture & Operational Guardrails →
Deploy an enterprise asynchronous host page-locking daemons for on-demand non-contiguous kv transfers with sub-200ms latency, private VPC deployment, and DPDP Act 2023 compliance. Schedule technical audit.
View Architecture Blueprint →
Engagement Tiers & Institutional Pricing
| Tier | Investment (INR) | USD Equiv. | Timeline | Deliverables |
|---|---|---|---|---|
| Pilot Sprint | ₹1,50,000 – ₹3,50,000 | $2,000 – $4,500 | 14 days | Single-process deterministic agent, private cloud staging, production validation |
| Enterprise Suite Most Deployed | ₹6,00,000 – ₹15,00,000 | $7,500 – $18,000 | 30–45 days | 3-agent triad, LangGraph StateGraph, ERP integration, zero-data-retention VPC |
| AI Engineering Pod | ₹4,50,000 / month | $5,500 / month | 12-month retainer | 3 AI engineers + 1 principal architect, continuous fine-tuning, 1-hour critical SLA |
Frequently Asked Questions
- How does Elesium comply with India's Trusted Telecom Portal (TTP) guidelines?
- All software binaries are compiled from verified source code within sovereign Indian infrastructure, carrying cryptographic provenance certificates that meet all National Security Directive on Telecommunication requirements.
- Can the agents interface with legacy 4G LTE EPC and 5G Standalone core networks simultaneously?
- Yes. Our architecture supports hybrid 3GPP Release 15/16/17 standards, interfacing with both 4G Diameter interfaces and 5G Service-Based Architecture (SBA) HTTP/2 REST APIs.
- What is the computational overhead of deploying your xApps on a Near-RT RIC?
- Our xApps are compiled in optimized C++ and Rust runtimes, consuming less than 2% CPU overhead and executing complete inference cycles in under 8 milliseconds.
- How does the system prevent network oscillation during dynamic slicing changes?
- State transitions incorporate hysteresis dampeners and deterministic rate-of-change throttles that prevent ping-pong resource reallocations across competing enterprise slices.
- What protocols are used for optical fiber network monitoring?
- We interface with DWDM and GPON optical transport equipment via standard telemetry streams including gNMI, NETCONF, and SNMP v3.
Deploy a Scoped Telecom & Infrastructure Pilot in 14 Days
30-minute private architecture review with Principal AI Systems Architect Chaman Shah. We evaluate legacy interfaces, data residency requirements, and model your 90-day cash-flow ROI SLA.
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