APIs and connectors for common systems.
RBAC, SSO, and audit logs.
Designed to handle large volumes.
Operational dashboards and alerts.
Custom rules and templates.
Deploy close to users for performance and compliance.
Dedicated CS for enterprise customers.
Export logs and reports for audits.
Multiple language support where applicable.
SDKs, webhooks, and CLI tools.
Start with a narrow pilot to validate impact.
Assist human agents with suggested replies.
Automate routine reporting and alerts.
Bring context to on-call incidents.
Prepare summaries and outreach content.
Answer common employee questions.
Classify and route expenses for review.
Provide order updates and pre-purchase assistance.
Draft and format recurring content.
Keep tasks, docs, and calendars in sync.
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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.
