Case Studies

AI Automation Case Studies Built Around Real Operations

We document the systems we build: CRM cleanup, lead capture, outbound workflows, content operations, and AI-assisted automation. No inflated claims, no vague transformation language.

CRM data model and outbound properties

n8n workflow automation and guardrails

AI-assisted prospecting and draft generation

SEO, AEO, GEO, and social content engine

Human approval gates before risky actions

Internal Build

How We Built an AI-Assisted Revenue Operations Engine for Emergent Logic

A practical look at how we connected HubSpot, Google Sheets, n8n, Gmail drafts, prospecting workflows, SEO/AEO/GEO content planning, social queues, and backlink operations into one guarded growth system.

Contact-first CRM model with outbound stages, approval gates, and automation status

Prospect intake and enrichment workflows using Google Sheets, Apify, HubSpot, and n8n

Draft-only BDR workflow with blocked-domain checks, pain-point requirements, and no live send by default

SEO/AEO/GEO content engine with service-led blog clusters and internal links

Social creative queue with reusable graphics, captions, and channel-specific post variants

Best for

Founders who want AI automation without losing control

CRM implementation

Outbound systems

Lead capture workflows

Content operations

Human-in-the-loop automation

Representative Implementation

Safe HubSpot CRM Cleanup and Workflow Rebuild

A method-based case study showing how we would audit, clean, and rebuild a messy HubSpot portal without blindly deleting records, triggering old workflows, or breaking sales follow-up.

Audit contacts, companies, lifecycle stages, owners, workflows, lists, and reports first

Stage cleanup work in controlled batches instead of risky one-shot bulk updates

Protect active workflows before changing records or lifecycle fields

Rebuild lead routing, follow-up tasks, and reporting after the data model is reliable

Best for

Teams with a live HubSpot portal that feels risky to clean

CRM cleanup

HubSpot workflow repair

Lifecycle stage cleanup

Lead routing rebuilds

Reporting foundation fixes

Representative Implementation

Website Leads to CRM Follow-Up System

A practical case study showing how a website inquiry should move into CRM with source tracking, owner assignment, follow-up tasks, and reporting instead of disappearing in a shared inbox.

Capture inquiry context beyond name, email, and phone

Create or update CRM records with source and campaign data

Assign ownership and next follow-up automatically

Track whether the lead was contacted, qualified, or still waiting

Best for

Businesses getting inquiries but losing momentum after the form

Lead capture websites

Website form to CRM routing

Speed-to-lead workflows

Follow-up task automation

Source and response reporting

Representative Implementation

Salesforce Cleanup Before Automation

A cleanup-first Salesforce case study showing how we would audit objects, fields, ownership, reports, permissions, and existing automation before building more Flow logic.

Audit objects, fields, duplicates, ownership, and report definitions first

Map existing Flows, legacy rules, validation rules, and integrations

Clean revenue-facing records and values before building new automation

Use sandbox-first changes and documented handoff where practical

Best for

Teams asking for Salesforce automation on top of a messy org

Salesforce cleanup

Flow readiness

Ownership and routing cleanup

Reporting foundation fixes

Admin handoff documentation

Representative Implementation

Immigration Consultation Intake Automation

A vertical-specific case study showing how consultation requests from forms, calls, WhatsApp, email, and referrals can move into one CRM intake workflow with ownership and follow-up visibility.

Map forms, phone, WhatsApp, email, referrals, and social messages

Separate new consultations from active client document requests

Track service interest, source, owner, stage, and next follow-up

Use automation for routing and reminders, not legal advice

Best for

Immigration firms managing consultation inquiries across too many channels

Consultation intake

CRM follow-up

WhatsApp and email routing

Booked consultation tracking

Lead source reporting

Representative Implementation

Real Estate Lead Routing and Long-Cycle Nurture

A vertical-specific case study showing how buyer, seller, valuation, referral, open house, and past-client leads can move through CRM ownership, follow-up tasks, and nurture views.

Separate buyer, seller, valuation, referral, and open house leads

Track source, timeline, owner, segment, and next follow-up

Route high-intent seller requests faster than low-context inquiries

Keep long-cycle buyers and past clients visible without generic automation

Best for

Real estate teams with warm leads spread across forms, portals, referrals, and inboxes

Buyer and seller routing

Valuation request follow-up

Referral tracking

Long-cycle nurture views

CRM source reporting

Representative Implementation

Property Management Rental Inquiry Routing

A vertical-specific case study showing how owner inquiries, rental evaluations, referrals, tenant questions, and website leads can be separated into clean CRM routing and follow-up views.

Separate owner leads from tenant support, vendors, and general inquiries

Track source, property context, owner, stage, and next follow-up

Route rental evaluation and referral inquiries faster than low-context messages

Keep proposal follow-up and stale owner opportunities visible

Best for

Property management teams with owner leads spread across forms, referrals, calls, and inboxes

Owner inquiry routing

Rental evaluation follow-up

Referral tracking

CRM source reporting

Proposal follow-up visibility

Want a system like this for your business?

We can start with one workflow: website leads into CRM, CRM cleanup, outbound draft generation, or follow-up automation.