Anonymized GTM Case Studies

CRM Architecture & Migration

12 case studies

Rebuilding or replacing the system of record — object models, stage architecture, platform migrations and org merges.

Attribution & Lead Lifecycle

12 case studies

Making the funnel legible: lifecycle stages, source and channel taxonomy, first/last touch, and the reporting that sits on top.

Quote-to-Cash & CPQ

12 case studies

How the paper gets made — pricing, bundling, approvals, quotes, order forms, contracts and the handoff to billing.

Lead Routing & Speed-to-Lead

6 case studies

Getting the right record to the right rep fast, and proving it happened.

Data Quality & Enrichment

10 case studies

Deduplication, match keys, enrichment waterfalls, firmographic gap-filling and the governance to keep it clean.

Reporting, Forecasting & Board Metrics

7 case studies

Numbers leadership can defend — metric definitions, executive dashboards, forecast process and board packs.

Outbound & Demand Generation

5 case studies

Sequenced outbound, campaign operations, and the systems that make demand repeatable.

Customer Success, Renewals & Retention

2 case studies

Post-sale operations — health, renewals, expansion motions and the CS system of record.

Territory, ICP & Market Modeling

4 case studies

Who to sell to and who owns them — ICP definition, TAM sizing, tiering and territory design.

AI & Automation in GTM

5 case studies

Where AI actually earns its keep in revenue operations, and where it does not.

Nothing matches those filters.

Method

How these were built — and how they were scrubbed.

Reconstructed from three systems of record, then put through an anonymization pass and an adversarial review whose only job was to try to identify the companies.

1 · Reconstructed from delivery data

Two years of project and task records, customer call transcripts, and shared customer channels. Nothing was written from memory or from a marketing brief.

2 · Scrubbed against a rule set

Company and product names, all personal names, locations, funding, revenue, contract values, investors, named events and precise dates were removed. Record counts were rounded. Industry and stage were deliberately widened.

3 · Attacked, then re-checked

An exhaustive name blocklist was run over every published field, and independent reviewers tried to re-identify each company from the card alone. Anything that narrowed a card to a small set of companies was widened or cut.

4 · Nothing embellished

Every claim traces to something in the source record. Where there was no measured outcome, the case study says what was built and stops. Quotes are verbatim, with only identifying words bracketed out.

Most-used systems across the library: Salesforce, HubSpot, Clay, ZoomInfo, Slack, Gong, Chili Piper, Salesforce CPQ. Third-party platform names are kept deliberately — they're what make a case study reusable — and they identify no one.

CRM Architecture & Migration

Retiring a legacy ERP integration and answering 'what is our active ARR?'

Nine stages, three pipelines, and a stage gate that pushes deals back

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

Re-architecting a segmentation field across two CRMs, and rebuilding every report that depended on it

Stabilizing an overloaded Salesforce org and running a large territory refresh

One stage-gated sales process across two regional teams

Planning an exit from a long-tenured marketing automation platform without freezing marketing

Replatforming a decade-old marketing automation estate: the audit is the project

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

Consolidating two Salesforce orgs into one instance without stopping the business

Rebuilding a sales lifecycle on real conversion data — and enforcing it with stage gates

Merging two Salesforce orgs into one against a contract-expiry deadline

Attribution & Lead Lifecycle

Replacing weekly manual dashboard clean-up with nightly correction flows

Rebuilding lifecycle and attribution under a high-volume self-serve funnel

Un-inverting a funnel and rebuilding attribution across a ~285k-contact database

Rebuilding lifecycle, scoring, attribution and routing on a live CRM

Rebuilding a channel taxonomy and the MQL workflows that were never firing

Scoring intent when nobody fills out a form: a behavioral MQL model and the attribution layer under it

Two scoring models were running at once — and good-fit leads were the casualty

One campaign per lead source: rebuilding attribution and MQL scoring across a split stack

Rebuilding CRM deal architecture and attribution under hypergrowth

When a picklist rename silently broke a dozen pipeline reports

Deciding which system owns the MQL — and making the number defensible

Closing the gap between MQL and pipeline

Quote-to-Cash & CPQ

Moving discount authority out of the quote header: re-architecting bundles and the price waterfall in Salesforce CPQ

Rebuilding quoting from zero in DealHub after a CRM consolidation took the old CPQ away

Rebuilding a CPQ catalog around new tiered packaging — while the pricing model was still being decided

Auditing a Salesforce CPQ Nobody Enjoyed Using — Then Rebuilding the Quote Page Role by Role

Keeping CPQ, contract dates and ARR automation honest in a multi-channel subscription business

Closing the loop between the CRM and the contract lifecycle system: auto-created contracts and standing custom-agreement flagging

Quoting guardrails for a configurable product catalog: compatibility rules, approvals and enablement

A custom CPQ that broke on multi-year and ramped deals — rebuilt on a document platform

CPQ, contract workflow and supply allocation for a sales org built from scratch

Building quote-to-cash and CPQ where quoting was still manual

Retiring a sunsetting CPQ and standing up guided quoting with a four-tier approval matrix

Unblocking a CPQ and deal-desk backlog

Lead Routing & Speed-to-Lead

Rebuilding inbound lead and account routing in native CRM flows — then migrating it back

Two years of holding an inbound routing chain together: scheduler, routing engine and two synced CRMs

Ending silent routing failures by moving inbound leads off custom CRM flows

Turning anonymous self-serve signups into product-qualified pipeline

Splitting systems delay from human delay: a working-hours speed-to-lead SLA

From an empty CRM to enrichment, territories and a live lead-routing engine

Data Quality & Enrichment

The scoring model wasn't broken — 90,000 contacts had no industry

A reusable enrichment table for event leads, and contact data on a re-verification schedule

A repeatable list-import pipeline: normalize, domain-match, waterfall the email, then hand it over

A self-serve hygiene audit, then only the cleanup the customer actually approved

Deduplicating a sprawling CRM and rebuilding the recurring-revenue roll-up

Validating a full contact base, repairing orphaned records, and handing the system back documented

Draining a daily data-quality dashboard by fixing what was creating the exceptions

Turning an inherited enrichment platform into something the marketing team can run

Deduplicating a ~250k-record CRM and rebuilding the market map with an enrichment engine

Stitching one customer identity across a product database, a CRM and two billing systems

Reporting, Forecasting & Board Metrics

Splitting one opportunity object into two, so a two-stage revenue model could be measured

Stopping deals from hiding forever in 'omitted'

Forecasting off an inherited spreadsheet, until the revenue book was rebuilt in the CRM

Rebuilding board-ready pipeline reporting when the numbers on the deck were never the same twice

Making usage-based revenue and multi-year bookings reportable on one spine

Making renewals tell the truth: committed volume, overage and net ARR change on the account

Retiring the spreadsheet: computing marketing's sourced and influenced share natively

Outbound & Demand Generation

Turning public data sources and social monitoring into a scored outbound engine

Moving outbound off a native CRM sequencer and wiring a signal-trigger layer into it

One outbound engine, several ICP segments, continuously enriched

An automated ABM engine: batch enrollment, generated personalization, and the guardrails that stop a bad send

Consolidating two sales-engagement systems into one: 22 cadences rebuilt one-to-one

Customer Success, Renewals & Retention

Folding a second business unit's customer-success operations onto one platform — and rebuilding the health score on the way

Moving a customer book off spreadsheets and automating renewals

Territory, ICP & Market Modeling

Sizing the expansion opportunity, then backtesting the signal that was supposed to find it

Rebuilding an ICP from closed-won signal analysis, then sourcing look-alikes for a new vertical

Giving reps a ranked account list backed by a scored, enriched market

A weighted ICP matrix that turns into fields, tiers and per-rep target lists

AI & Automation in GTM