All work
Agentic Trust logo
Product Operations · 2026

SaaS users finish onboarding without waiting on support

An embedded product agent completes setup tasks inside the UI, reducing time-to-value and support load for recurring configuration work.

Customer onboarding time reduced by 60%+
Timeline
Ongoing
Industry
Product Operations
Year
2026

The outcome

Complex SaaS products lose customers in the gap between purchase and first value. The desired outcome is simple: users should complete setup and reach value without waiting on a support rep, a CSM, or a long onboarding call.

Agentic Trust gives the product an autonomous setup layer. A user describes the result they want, and the agent completes the product steps required to get there while staying inside the existing UI.

What used to happen

Support teams and CSMs repeatedly walk users through the same configuration paths: find the right setting, enter the right values, check that the change worked, and recover when the user gets stuck.

That is product-operations labor. The agent takes over the repeatable path so the customer can move from intent to completed setup without opening a ticket.

What the system owns

  • Understand the user's setup goal.
  • Identify the product actions required to complete it.
  • Fill forms, configure settings, and move through multi-step product paths.
  • Preview and explain actions before they matter.
  • Hand back to the user when permission, policy, or judgment is required.

What changes for the business

The product becomes easier to adopt without adding more onboarding headcount. Time-to-first-value drops, common setup tickets fall, and customer-facing teams spend more time on strategic accounts instead of repetitive configuration help.

What stays human

Product teams still own policy, permissions, and the paths the agent is allowed to complete. Humans handle novel edge cases, sensitive account changes, and experience design. The autonomous path handles the repeated setup work.


Agentic Trust is built and shipped by the same team behind cardon. If you want this kind of outcome built inside your product, that is what cardon is for.

Start with the work

Tell us what work should run without a human.

Bring the process, the systems it touches, and the outcome the business needs completed. We'll help draw the line between automation, judgment, and handover.