Multivendor AI Platform
Smarter Networks.
Configuration Integrity. Driveless Geolocation.
AI for Optimization, Consistency & Geolocation
AI for Optimization, Consistency & Geolocation
Xmart AI unifies closed-loop optimization, multi-vendor consistency checks and driveless geolocation into a single workflow — turning raw data into reliable actions that reflect real network performance.
Meet the Xmart AI Suite
AI-native modules engineered for multivendor environments, focused on accuracy, repeatability, and safe change management.
Xmart Optimization
Closed-loop optimization that fuses geolocation and traces to accelerate Root Cause Analysis (RCA) and produce parameter recommendations under policy constraints.
- Multi-source ingestion: drive/walk logs, traces, KPIs/PM counters, alarm streams
- Anomaly detection & feature engineering for L1–L3 event sequences
- RCA graph: correlates symptoms → causes → actions (explainable)
- Parameter recommendations with “what‑if” simulation and roll‑back plans
- Policy engine: guardrails, change windows, canary & phased rollout
- APIs & webhooks for NOC/OSS integration and ticket automation
Xmart Consistency
Baseline governance for multivendor networks. Detects drift between the planned configuration and live network, validates schemas and dependencies, and applies zero‑touch or supervised remediation with full auditability.
- Baseline vs live diff: policy violations, missing/extra params, version skew
- Schema/semantic validation and dependency checks across layers
- Intent‑based remediation: zero‑touch or approval workflow (RBAC)
- Vendor‑agnostic adapters (Ericsson, Nokia, Huawei, ZTE, others)
- Change control: audit logs, roll‑back points, compliance evidence
- Real‑time monitoring for user‑initiated changes and drift trends
Xmart Driveless
Geolocation analytics that minimize field campaigns. Combines probabilistic models, RF fingerprinting and traffic/event signals to estimate location (including floor‑level) and classify indoor/outdoor usage with confidence scoring.
- Per‑floor geolocation and indoor/outdoor classification
- Inputs: traffic events, control‑plane signals, network counters, optional probes
- Confidence‑aware heatmaps and KPIs for planning & optimization
- Use‑case templates: hotspots, coverage holes, interference patterns
- Campaign reduction: targeted drive tests and continuous validation
- Exports: tiles/GeoJSON/CSV for GIS and planning toolchains
Why leading teams choose Xmart AI
Lower field costs with driveless intelligence
Faster RCA and parameter tuning with AI
Always-on configuration integrity
Clear insights for both engineering & leadership
Cloud-native, no desktop post-processing
Flexible deployments and integrations
Ready to see it live?
Request a demo or start a pilot to validate AI-driven optimization, consistency and driveless geolocation.
Frequently Asked Questions
How do AI recommendations stay safe?
Recommendations are validated against guardrails and policy rules. Dry‑runs, staged rollout and automatic roll‑back ensure network stability.
Can it perform full network consistency checks?
Yes. Xmart AI runs baseline vs. live audits across multi‑vendor domains, flags drift, and applies zero‑touch or supervised remediation with full audit logs.
Is driveless geolocation accurate enough?
In dense urban deployments, floor‑level accuracy is achievable. Confidence scores are provided so planners know when additional validation is required.
What OSS/BSS systems can it connect to?
Adapters for major OSS/EMS/NMS, ticketing systems, GIS, and planning platforms. Data ingestion covers traces, KPIs, alarms, counters and probes.
Is it cloud‑only?
No. Xmart AI is containerized and runs on‑prem, private cloud or managed SaaS with regional residency, depending on operator requirements.
How is sensitive data protected?
End‑to‑end encryption, role‑based access (RBAC), tenant isolation, and immutable logs. Supports SSO/IdP (SAML/OIDC) for enterprise integration.
Still have questions?
Use Cases That Deliver Value
- Urban Site Initial Tuning
Optimize new 4G/5G sites in dense cities using counters and driveless geolocation. Apply tilt/PCI/neighbor plans before limited validation campaigns.
- Network Consistency Checks
Continuous multi‑vendor audits detect misalignments post‑integration or feature activation, reducing outages caused by configuration drift.
- Feature Readiness & Guardrails
Validate baselines for EN‑DC, DSS, VoNR or carrier aggregation. Roll out features with policy guardrails and monitoring, limiting drive tests to edge cases.
- Hotspot Capacity Steering
Use floor‑level heatmaps to identify demand clusters. Recommend load balancing, handover and scheduler changes to improve QoE.
- Indoor Coverage Programs
Locate buildings with poor indoor performance. Plan small cells or DAS and confirm improvements with targeted walk tests only.
- Incident Triage & RCA
Correlate KPIs, alarms and traces to pinpoint interference, parameter errors or neighbor gaps. Provide engineers with actionable fixes and rollback plans.