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Three departments share one job: bringing in customers and keeping them. Marketing attracts, sales converts, customer operations retains. They're the revenue engine of most companies — and a rich source of FDE projects, because all three run on data moving between systems.
Picture a funnel: strangers enter at the top, paying loyal customers come out the bottom. Three teams own consecutive stretches of it:
Strangers -> [Marketing] -> Leads -> [Sales] -> Customers -> [Customer Ops] -> Repeat buyers
Each team hands its output to the next. Marketing hands leads to sales; sales hands closed customers to customer operations. Those handoffs — and the data that must travel with them — are where most problems (and most FDE work) live.
Marketing operations is the machinery behind attracting attention: planning campaigns, sending them out, and measuring what worked.
The core workflow — a campaign:
Key metrics: cost per lead, conversion rate per channel, email open/click rates.
Where it hurts: marketing teams drown in manual reporting — pulling numbers from five platforms into one weekly spreadsheet. Lead data also frequently fails to reach sales cleanly, which both teams blame on each other.
Sales operations supports the sales team's pipeline: the ordered stages a prospect passes through on the way to becoming a customer.
The core workflow — the pipeline:
Lead qualified -> Discovery call -> Proposal sent -> Negotiation -> Won / Lost
Every deal sits in one stage, and the whole pipeline is tracked in a CRM. Sales ops keeps that data clean, forecasts revenue from it, and removes friction from the reps' day.
Key metrics: win rate, average deal size, sales cycle length (days from first contact to close), pipeline value.
Where it hurts: reps hate data entry, so the CRM is often stale or incomplete — forecasts built on it wobble. Reps also re-type the same prospect information into proposals, quotes, and emails by hand.
Note: when a sales leader says "our CRM is useless," the tool is rarely the problem. The problem is a workflow where updating the CRM costs the rep time they'd rather spend selling. Fix the workflow, and the CRM fixes itself.
Customer operations (support + success) takes over after the sale: answering questions, solving problems, and keeping customers renewing.
The core workflow — a support ticket:
Key metrics: first-response time, resolution time, tickets per agent, churn rate, NPS (Net Promoter Score — "how likely are you to recommend us?").
Where it hurts: agents answer the same 20 questions all day, copy-paste answers from a document, and re-enter customer details because the helpdesk doesn't talk to the order system.
The funnel's seams are its weakest points. Three classic breaks:
| Handoff | Typical break | Consequence |
|---|---|---|
| Marketing → Sales | Leads arrive without context, or never arrive | Sales ignores leads; marketing's work is wasted |
| Sales → Customer Ops | Deal details stay in the rep's head or email | Onboarding starts blind, customer repeats themselves |
| Customer Ops → everyone | Complaint patterns never flow back | Product and marketing keep making the same mistakes |
Best Practice: when you interview any of the three teams, always ask "what happens right before you get your work, and right after you finish it?" The answers map the handoffs — and usually surface the biggest pain in the building.
Each team lives in specific software; FDE projects usually connect them:
| Team | Typical systems |
|---|---|
| Marketing | Email platforms (Mailchimp, HubSpot), ad platforms, analytics |
| Sales | CRM (Salesforce, HubSpot, Pipedrive), quoting/proposal tools |
| Customer Ops | Helpdesk (Zendesk, Freshdesk), knowledge base, chat tools |
| All three | Spreadsheets — the unofficial glue between everything above |
The patterns repeat across customers:
Common Mistake: building a new tool when the fix is a connection. Teams rarely need another dashboard or app — they need their existing systems to stop losing data at the seams.
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4 questions · Pass with 70%+
1In the revenue funnel, what is the correct order of ownership?
2Which KPI dominates customer operations?
3Which KPI dominates customer operations?
4Most FDE wins in the revenue engine come from:
Technology
Forward Deployed Engineer
Lesson group
Business & Domain Understanding
Progress
43% complete