Lab

An ROI calculator is useful only if the assumptions are visible.

This experimental route is now a static explanation of the cost and benefit factors that typically support the conversation.

Lab

What should be measured

Time saved, risk reduced, handoff quality, and maintainability.

Use the model as a conversation starter.
Do not treat the lab as the primary offer.
Keep the visit path simple.

Factors

The assumptions matter more than the final number.

Time saved

Replace repeated manual work with a more controlled workflow.

Risk reduced

Use guardrails and verification to lower the cost of bad outputs.

Handoff improved

Keep the path into CRM and follow-up clearer.

Supportability

Prefer a setup the team can maintain instead of a fragile one-off script.

Use the estimate to decide whether to continue

The right role of this page is to support the buying conversation, not replace it.

Higher signal workflows are usually worth more.
Supportability matters as much as raw output.
The main route should still win if the fit is real.
The calculator should stay transparent about assumptions.

Next step

If the estimate is useful, move back to the core route.

The lab now supports the decision instead of becoming a second funnel.