Enterprises are moving past dashboards that only show data. Agentic AI apps complete multi-step work inside your systems—with guardrails, audit logs, and human approval.
What changed
Classic SaaS sold seats and screens. Teams still copied data between tools. Agentic apps (often called GaaS—Generation as a Service) use tools, RAG over your documents, and role-based agents to draft, file, notify, and escalate.
What production looks like
- Auth and RLS on every data path
- Agents registered on Google ADK / Vertex—not a chat toy in a sidebar
- Dynamic UI in chat when the agent needs a form, MCQ, or approval
- Client portal visibility for builds and releases (alterai.os)
Who should switch now
If your ops team lives in five tabs and Slack threads, an agentic workflow often pays back faster than another BI license. Start with one high-volume loop (lead triage, invoice exceptions, support handoff).
Frequently asked questions
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