Miracle's AI Agents reconcile contracts against operational and financial data to recover 2-8% of spend lost to leakage and overpayment, finding millions of savings in under 2 weeks
Miracle deploys AI Agents across the operational core of the enterprise to find and recover money lost between what was agreed and what actually happened. Miracles AI Agents read complex agreements, connect them to operational and financial data, and flag leakage, overpayments, and missed revenue with clear evidence, ready for recovery.
Early results include 7 percent of network spend identified as overage at a telco, USD 1.5 to 3 million in savings at a media agency, and 5.6 percent leakage at a leading CPG company. Core use cases include vendor and network spend reconciliation in telco, royalty and distribution rights recovery in media, and retailer trade deduction and chargeback recovery in CPG. Every deployment is tailored to your contracts, data, and systems.
Miracle runs natively on your AWS data and can operate standalone or integrate directly with your ERP, billing, and procurement systems. Miracle operates via custom pricing. Please reach out to sam.roth@onmiracle.com for a private offer.
Highlights
2-8% of spend recovered - AI Agents custom built on your contracts, business rules, and operational data
$1.5-3M average preventable loss found in the first 30 days, with every finding traceable to source evidence
100% of transactions checked continuously, not a sampled audit, with enterprise grade security on AWS
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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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12-month enterprise subscription to Miracle AI Agents, including scoping, configuration on your contracts and data, continuous monitoring, and recovery cases. Miracle operates via custom pricing - reach out to sam.roth@onmiracle.com for a private offer.
This listing offers one option: Miracle Enterprise, a 12-month subscription billed in units. Pricing is custom, so there is no fixed per-unit rate shown. You contact the vendor at the listed email for a private offer tailored to your contracts and data. The subscription covers scoping, configuration on your data, continuous monitoring, and recovery cases. Because pricing is negotiated, the final amount depends on the scope agreed with the vendor rather than a published tier or usage meter.
Top-of-mind questions for buyers
What does one unit of the Miracle Enterprise subscription actually cover?
A unit represents your 12-month enterprise subscription scope. It covers scoping, configuration on your own contracts and data, continuous monitoring of operational and financial activity, and recovery cases. The subscription learns your business rules and runs AI agents across contracts, invoices, and settlements to identify and recover missed value.
What work does the subscription include before the agents start monitoring?
The subscription includes an initial scoping phase and configuration on your specific contracts and data. The AI agents first learn your enterprise knowledge, contracts, policies, and business rules. After that setup, they monitor operational and financial activity continuously and build recovery cases with evidence attached.
What enterprise systems does the subscription connect to for monitoring?
The subscription works across three data areas. It reads contracts and policies, such as service agreements, rate cards, and amendments. It takes in operational data, including delivery records, usage, and logs. It also reviews financial data like invoices, billings, and accounts receivable or payable.
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