Vic.ai Suite

Adaptive Ops AI is an AI-powered platform used within finance ops workflows. It helps teams automate repetitive steps, surface insights, and coordinate actions across tools using agent-based patterns when deployed with proper governance.

Workday Adaptive Planning is an enterprise-grade platform commonly used in agent-driven workflows. It integrates with existing systems and is typically deployed with governance, monitoring, and phased rollouts to ensure reliability and compliance.

Airbase is an AI layer on top of finance operations, invoices, and spend workflows. It is designed for organisations that want agents to work inside real workflows rather than standalone demos. With Airbase, teams can connect existing systems, define guardrails, and give the agent clear responsibilities so it behaves consistently over time. The agent helps route approvals, categorise expenses, and answer finance questions by integrating with AP, expense, and ERP systems. In practice, Airbase is most effective when it is rolled out gradually, starting with a narrow set of use cases and clear success metrics, then expanded as trust and understanding grow.