Customer story · CRM Architecture & Migration

Validation rules, contact roles, and the ARR field the CRM won't give you

A growth-stage AI company was adding sellers faster than process. LeanScale pushed opportunity-stage and contact-role validation rules into production and designed the amount architecture needed to report ARR separately from total contract value on multi-year prepaid deals.

ProofWhat happened on a real engagement.
AI & Machine LearningSector
Growth-stageStage
3–6 monthsDuration
2Min read

Anonymized. The company is described by sector and stage only — no customer is named, and quotes are attributed by role.

#The challenge

The company was scaling its go-to-market without a revenue operating system underneath it. Opportunity stages had no entry requirements, so deals advanced on assertion; the buying committee was captured inconsistently or not at all; and the amount model conflated annual recurring revenue, total contract value and implementation fees, which made prepaid multi-year commitments impossible to report on cleanly. Top-of-funnel lead stages and the post-sale lifecycle had never been defined at all.

#The approach

Stage gates pushed to production

Built and pushed opportunity-stage validation rules to production — a proposal link required at the late-stage gate, signed-contract enforcement on closed-won, and a conditional revisit trigger on closed-lost so lost deals get a defined follow-up instead of disappearing from the system.

Contact-role governance simple enough to be used

Deployed contact-role validation rules that reduce the buying committee to three roles — champion, economic buyer, signatory — on the reasoning that a short list gets filled in accurately while a long one gets skipped entirely.

Amount and revenue-recognition architecture

Scoped a clean opportunity amount model separating ARR, total contract value and implementation fees, then diagnosed that the CRM's standard amount field is effectively locked to total contract value and recommended a dedicated ARR field plus per-year ARR fields to support prepaid multi-year commitments.

Top-of-funnel lifecycle logic

Mapped lead-stage transition logic, scoring and automation triggers for the top of the funnel, which had no defined stages before.

Post-sale lifecycle scoped with the CS owner

Scoped a customer lifecycle from qualified opportunity through to customer alongside the customer-success lead, so the handoff has defined stages on both sides of it rather than a gap at closed-won.

#Outcomes

Stage validation live in production

Opportunity-stage validation rules were pushed to the production org within the window, moving stage discipline from documentation into enforcement.

Contact-role governance deployed

Contact-role validation rules were built and deployed, enforcing champion, economic buyer and signatory on the opportunity record.

A workable revenue model recommended

The amount architecture recommendation was delivered and the field build began in the following weeks; the unblocking use case was prepaid multi-year commitments, which the standard amount field could not represent.

In their words

What the customer said

“Great progress this week. Just dropped comments on your doc for contact roles, thanks for that + the Loom.”
The method behind it

This ran the CRM Migration playbook

The delivery standard this engagement followed.

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