M360 Agents

Get AI agents that defend your margin in real time.

30+ autonomous agents across your entire revenue lifecycle. From the deal desk to cash collection, every margin risk is caught before it compounds.

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Pricing & Deal Desk

Discount Guardrail Agent

Enforces your discount policies at the point of approval, not after the deal is signed. Flags exceptions in real time so non-standard pricing never bypasses review.

Custom Contract Profitability Agent 

Simulates cost-to-serve against projected revenue before a contract is approved. Your finance team sees the P&L impact of every custom deal before it closes.

Deal Scoring Agent 

Ranks incoming deals by margin potential, strategic fit, and risk, giving your deal desk a prioritized view instead of a queue.

Pricing Optimization Agent  

Analyzes historical win/loss data against pricing tiers to recommend rate card adjustments that protect margin without stalling pipeline. Includes competitive market benchmarking.

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Metering, Usage & Revenue Protection

Usage Normalization Agent

Catches metering anomalies, duplicate events, and complex usage miscalculations before they reach an invoice. Eliminates the billing disputes that consume your AR team's time.

Anomaly & Fraud Detection

Monitors usage and transaction patterns continuously. Surfaces abnormal spikes, suspicious wallet drain, and API abuse early before they become write-offs.

Revenue Leakage Detection

Cross-references contract entitlements with actual metered usage in real time to identify unbilled consumption and undercharged accounts.

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Billing, Invoice & Finance Ops

Invoice Anomaly Detection

Reviews every invoice against contract terms, products in the contract, and usage records. Flags pricing mismatches, unexpected product charges, and cost-vs-revenue variance before the invoice reaches the customer. 

Invoice Reconciliation Agent

Automates the reconciliation between metering, invoicing, wallet balances, and partner settlements (commissions), replacing manual workflows that take days with results in minutes.

Billing Dispute Resolution Agent

Tracks open billing disputes, matches them to root causes in usage or contract data, and recommends resolution paths to accelerate close-out.

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Collections, Payments & Dunning

Smart Dunning Agent

Segments overdue accounts by risk, then automates adaptive follow-up sequences. Your collections team focuses on high-value recovery, not chasing every late payment manually.

Usage Explanation Agent

Generates clear, human-readable answers to customer billing questions such as why a bill spiked, how usage was calculated, or where the wallet spend accelerated. Reduces support escalations and accelerates cash collection.

Payment Risk Scoring Agent

Predicts likelihood of late or missed payments based on account history, contract terms, and behavioral signals, so your team intervenes before accounts go delinquent.

Payment Allocation Agent

Automatically matches incoming payments to open invoices using first-in, first-out allocation, even when remittance data is incomplete or payments are split across multiple accounts.

Escalation Routing Agent

Determines when an overdue account needs legal, executive, or relationship-manager intervention and routes it accordingly with full context attached.

Cash Application Agent

Matches incoming bank deposits to outstanding invoices automatically, so your AR records stay current, DSO drops, and you don't need to add headcount to keep up.

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Wallet, Credit & Risk

Credit Limit Agent

Dynamically adjusts credit exposure per customer based on usage trends, payment behavior, and contract value, reducing bad debt risk without throttling growth accounts.

Wallet Balance Monitoring Agent

Tracks prepaid wallet drawdowns in real time, alerting customers and internal teams before balances hit zero to prevent service disruptions and revenue gaps.

Credit Risk Assessment Agent

Evaluates new and existing accounts against financial health indicators, flagging high-risk customers before they accumulate significant receivables.

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Customer Profitability & Executive Insight

Customer-Level P&L Agent

Calculates real-time margin contribution per customer by combining contract, revenue, and cost-to-serve data. Gives your finance leadership a true picture of account profitability not just top-line revenue.

Revenue Forecasting & Capacity Planning Agent

Connects revenue run-rate with GPU demand forecasting, expansion-vs-churn signals, and infrastructure procurement timelines. Aligns your financial plan with your capacity plan.

Executive Dashboard Agent

Synthesizes cross-agent insights into a single view: margin trends, risk exposure, collection velocity, and forecast accuracy, tailored for CFO and CIO review cadences.

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Governance, Audit & Controls

Policy Compliance Agent

Continuously validates that pricing, discounting, billing, and collection activities conform to your internal policies and regulatory requirements, flagging deviations before they become audit findings.

Audit Trail Agent

Maintains an immutable record of every activity and decision across the platform. Your internal audit team gets on-demand access to full traceability without requesting reports.

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Partner & Marketplace

Partner Settlement Agent

Reconciles partner revenue shares, marketplace fees, and co-sell credits against actual usage and contract terms, closing the gap between what's owed and what's paid.

Marketplace Revenue Agent

Tracks revenue flowing through third-party marketplaces, normalizes it against direct billing, and surfaces margin differences across channels.

HOW IT WORKS

From agent catalog to production

Most AI projects stall between prototype and production. Mbrix closes that gap with three layers that work together from day one.
01

Connects with legacy systems

Agents read live from your ERP, billing platform, usage metering, and CRM. They work with your existing stack.
02

Act on rules you define

Whether it's flagging a margin-eroding discount or reconciling a million-line invoice, every agent follows your policies, your thresholds, your approval chains.
03

Full auditability

Every decision is traceable and explainable. Your compliance and audit teams get the transparency they need without slowing down operations.

Build AI apps and agents for your unique monetization edge cases.

Orchestrate custom workflows. Deploy your own AI agents and full-stack apps. Handle all the quote-to-cash edge cases that no off-the-shelf system understands with Mbrix.