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Business Assurance Agent Suite
Continuous, Connected Assurance Across the Revenue Lifecycle
Subex Business Assurance Agents connect risk, controls, data, exceptions, investigations and reporting in one continuous, agent-executed, human-supervised assurance cycle.
Proof Points
Exponential Controls Coverage Uplift
From 2,500 rating samples to 25 million rated CDRs per day in one deployment.
60% reduction in Detection-to-Resolution cycle time
From findings waiting in analyst queues to agents continuously investigating, correlating evidence and recommending next actions.
30% improvement in initial investigation/triage efficiency
From raw discrepancies requiring further analyst work to cases delivered with supporting evidence.
Overview
Telecom business assurance now extends beyond voice, data, charging and billing. New products, dynamic offers, partner ecosystems and interconnected OSS/BSS processes create risks that move across systems, often remaining invisible until revenue, margins or customer experience are affected.
Subex Business Assurance Agents work alongside existing RA and BA systems to connect risk assessment, control design, data validation, exception monitoring, root-cause analysis, investigation and reporting. Each specialized agent addresses part of the assurance workflow while operating as one connected squad, helping teams move from periodic monitoring to continuous, governed assurance.
Why Business Assurance Needs to Evolve
Risk Is Increasingly Driven by Change
Leakage can emerge as products, network configurations, partner arrangements and processes change – propagating across systems and data flows before becoming financially visible.
Control Findings Are Growing Faster Than Teams Can Respond
Automated controls can identify large volumes of discrepancies continuously, but assurance teams still need to investigate, prioritise and act on the findings that matter most.
Dynamic Offers Outpace Assurance
Rapid product changes and automated actions can exceed traditional control design capacity.
Evidence Remains Fragmented
Analysts must connect the dots across data, reports, controls and cases distributed across complex, disconnected OSS/BSS environments.
Leakage Root Causes Extend Beyond Assurance
Assurance teams can identify where discrepancies occur, but determining the underlying business or operational cause often requires tracing cross-system dependencies and coordinating multiple stakeholders.
Accountability Expectations Are Rising
Teams must explain decisions, controls, approvals and remediation with defensible evidence consistently.
Meet the Subex Business Assurance Agent Suite
Risk Analyzer Agent Squad
Scores product, campaign, process and revenue risks, helping teams prioritize assurance through risk heat maps.
Controls Recommender Squad
Maps identified risks to preventive and detective controls, highlights gaps and strengthens the control library.
Data Quality Agent Squad
Validates data shadowing, mappings, rules and consistency across network, mediation and OSS/BSS environments.
Exceptions Management Agent Squad
Monitors exceptions across billing, charging, provisioning, collections and partner settlement processes.
Root Cause Analysis Agent Squad
Correlates cross-system events and patterns to identify likely causes and recommend corrective actions.
Investigation Agent Squad
Creates cases, gathers supporting evidence, orchestrates workflows and tracks remediation through closure.
Reporting and Insights Agent Squad
Converts controls, data integrity findings, exceptions and cases into role-based, executive-ready intelligence.
Why Choose Subex Business Assurance Agents
Telecom-Domain Assurance Intelligence
Purpose-built agents understand telecom products, charging, billing, partners, collections and revenue processes.
Connected Agentic Assurance Cycle
Specialized agents collaborate across risk, controls, data, exceptions, investigation, RCA and reporting.
Human Supervision by Design
Analysts review, approve, override and refine agent recommendations before consequential actions proceed.
Works Alongside Existing RA/BA Systems
Adds intelligence and orchestration around current assurance data, controls, reports and workflows.
Evidence-Backed, Explainable Outcomes
Every recommendation connects supporting evidence, reasoning, control context and accountable next actions.
Scales One Workflow at a Time
Start with one high-value workflow, validate outcomes, then expand across the revenue lifecycle.
Where Business Assurance Agents Unlock Value
Billing Assurance
Validate rating, explore re-rating alternatives, examine bill cycles and identify high-volume anomalies.
Product and Campaign Assurance
Assess offer logic, eligibility, discounts, configurations and downstream revenue impact before exposure grows.
Data Quality and Lineage
Validate data movement, mappings and rules across network, mediation, billing, CRM and partner layers.
Customer and Debt Assurance
Apply behavioural segmentation, bad-debt propensity and recovery likelihood to prioritize collection actions.
Partner and Predictive Assurance
Surface settlement variances, disputes, SLA exposure and emerging margin risks earlier.
Natural-Language BA Analytics
Enable business users to query assurance data, controls, playbooks and dashboards using everyday language.
Business Benefits
Earlier Leakage Detection
Identify discrepancies sooner, before revenue, margin or customer impact compounds across processes.
Lower Cost to Assure
Expand assurance coverage without requiring specialist headcount to grow at the same rate.
Faster Root-Cause Resolution
Correlate evidence across systems to identify likely causes and corrective actions sooner.
Trusted Data and Governance
Strengthen data integrity, auditability and confidence across controls, reporting and decisions enterprise-wide.
Protected Revenue and Margins
Assure products, campaigns, billing, partners, collections and customer journeys more consistently enterprise-wide.
Executive Visibility
Convert operational findings into role-based dashboards, digests and decision-ready executive intelligence faster.
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Frequently Asked Questions
What are Subex Business Assurance Agents?
Subex Business Assurance Agents are specialized AI agents that support different stages of the assurance lifecycle. They assess risks, recommend controls, validate data, monitor exceptions, investigate findings, perform root-cause analysis and generate decision-ready reports.
Which agents are included in the suite?
How do the agents work together?
Do Subex Business Assurance Agents replace existing RA or BA systems?
Do the agents replace business assurance analysts?
Which assurance use cases can the agents support?
How are agent recommendations explained?
How does agentic assurance differ from traditional automation?
How can a CSP begin adopting Business Assurance Agents?
What business outcomes can CSPs expect?
Start with One High-Value Assurance Workflow
Prove the outcome. Scale intelligent, governed and human-supervised assurance across the revenue lifecycle.