Agarinto

IntoAI is the Revenue Gap Intelligence platform designed by Agarinto to uncover economic value that never entered a company’s systems. It compares contracts, quotes, emails, WhatsApp conversations, certified email, CRM, ERP and e-invoicing data to identify real events that received no administrative follow-up: an accepted quote never converted into an order, a completed milestone that was not invoiced, a missing document blocking payment, or a forgotten payment promise. Unlike standard collection tools, IntoAI can act before an invoice even exists. It links each alert to supporting evidence, estimates the value involved and recommends the next action, while keeping users in control. The solution is designed for B2B service companies managing projects, contracts and communications across different systems, where revenue may be lost between sales, operations and administration.

IntoTwin is an Agent Simulation & Assurance platform that enables companies to test an AI agent before connecting it to real systems. It reconstructs the operational twin of a specific process from procedures, documents, logs, tickets, rules and APIs. In an isolated environment, it generates thousands of realistic scenarios, including exceptions and adversarial attacks, and observes how the agent decides and acts. It measures accuracy, policy violations, skipped steps, costs and human interventions; every failure can be replayed and corrected. Unlike generic benchmarks, IntoTwin evaluates any model against the organization’s actual process, independently of the technology provider. It then produces a readiness dossier containing evidence, required controls and an integration plan: the decisive step between an impressive demo and production-ready automation.