Customer story · CRM Architecture & Migration

Building a first real sales system for an AI company selling into enterprise

A fast-growing AI company had added a business tier and was fielding large unsolicited inbound with almost no sales infrastructure. LeanScale designed and built the GTM foundation in HubSpot: three pipelines, a full lifecycle model with automated promotion, and clean rep and executive reporting.

ProofWhat happened on a real engagement.
AI & Machine LearningSector
Growth-stageStage
Under 3 monthsDuration
3Min 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 had added a business and enterprise product and was already fielding significant unsolicited inbound from large enterprise buyers, including parent organisations whose subsidiaries each buy separately. It had almost nothing to catch that demand with. HubSpot was live but effectively out of the box: one generic pipeline, no stage discipline, no lifecycle or product-qualified-lead model, no reporting, and a senior commercial executive personally triaging inbound leads through a homegrown internal app. With a sales team still to hire against an annual revenue plan, the foundation had to go up fast.

#The approach

Interactive growth model to pressure-test the plan

Built a live, interactive growth-model app pre-loaded with the company's own numbers and market benchmarks (baseline, stretch and conservative scenarios) and ran it in a working session to pressure-test the plan. The plan-versus-capacity view surfaced under-resourcing on both account executives and customer success.

CRM audit before touching anything

Read-only connection plus a data-quality baseline of the existing portal: subscription and seat entitlements, marketing-contact usage, the single active workflow in the account, and super-admin access.

GTM lifecycle design, signed off before build

Designed three pipelines (new business, expansion, renewals) with per-pipeline deal types, deal stages carrying entry/exit gating and required fields, product-qualified/marketing-qualified/sales-accepted lifecycle lanes, lead statuses, and company-type and channel segmentation — reviewed and signed off in a weekly sprint rather than discovered during the build.

Built directly in production

Shipped the schema and automation in the live portal: the three pipelines, a seven-stage lifecycle (lead to product-qualified to marketing-qualified to sales-accepted to sales-qualified to opportunity to customer) with promotion workflows, lead-status transition workflows, a closed-lost split with loss-reason capture and nurture routing, stage gating, trial fields, company-type and channel fields, an ACV backfill, and internal-contact tagging so employees stop polluting the funnel.

Rep and executive cockpits plus inbound routing

Scoped clean rep and executive dashboards, a redesigned website contact-sales form (enforce corporate email, drop a low-value seats field), and chat-based inbound lead alerts with round-robin routing to replace an executive triaging inbound by hand.

Product signal to PQL

Scoped the product-signal-to-PQL pipeline out of the data warehouse so product-qualified leads route to the right motion instead of sitting in product analytics, plus lead-to-account matching in Clay and penetration reporting across parent-and-subsidiary account hierarchies.

#Outcomes

Three GTM pipelines live

New business, expansion and renewals pipelines with per-pipeline deal types built directly in production.

Seven-stage lifecycle stood up

The full lifecycle from lead through product-qualified, marketing-qualified, sales-accepted, sales-qualified and opportunity to customer, with automated promotion workflows.

One week from kickoff to design sign-off

The full GTM lifecycle was designed and approved in the first weekly sprint, one week after kickoff.

Five of six core build tickets shipped

Deal-type conditional visibility, the seven-stage lifecycle plus promotion workflows, lead-status workflows, the closed-lost split with nurture routing, and new-business stage gating with trial wiring were all confirmed built in production; the sixth (a company-to-contact copy-down workflow) was still in progress at review.

Growth model delivered and used

The interactive scenario model was shared live and used to pressure-test the revenue plan, surfacing under-resourcing on AEs and CSMs. The plan is the company's own goal, not a delivered result.

In their words

What the customer said

“A lot of the value I'm hoping from you guys is a clean cockpit for the rep and a clean cockpit for me.”
The method behind it

This ran the CRM Migration playbook

The delivery standard this engagement followed.

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