Field notes
RevOps, in plain English
Notes on the things that quietly break revenue — a messy CRM, a forecast you can’t trust, leads that vanish, the line between automation and AI. Written for the person living it, not the category.
New field notes twice a month. We don’t do newsletters — follow RevOps XL on LinkedIn instead.
CRM & Data Published by Alexandra-Emily Kokova · 15 July 2026
Your scale-up doesn’t have a lead problem. It has a plumbing problem.
More software doesn’t clean a messy pipeline — it adds another door for the mess. A Keep, Consolidate, Kill audit for the Franken-stack quietly leaking your margin.
3 min readRead article ↗Sales & Pipeline Published by Alexandra-Emily Kokova · 1 July 2026
Nordics, DACH, NA: your regional teams will never agree on a ‘qualified lead’
A global forecast built from three local definitions of ‘qualified’ is an expensive work of fiction. Cross-border RevOps is a change-management problem, not a technical one.
3 min readRead article ↗Marketing Ops Published by Alexandra-Emily Kokova · 15 June 2026
The ‘key person’ risk: hiring fractional RevOps without a system you can’t run
The real fear of a fractional RevOps lead isn’t the rate — it’s the space station they build, hand you, and leave. How a build-to-hand-over model removes it.
3 min readRead article ↗AI & Automation Published by Alexandra-Emily Kokova · 1 June 2026
How to signal that you use AI and AI agents — the EU and US rules, done right
Both regimes want the same thing: people should know when a machine is talking to them, labeling their content, or deciding about them. Here’s how to do it — and what it costs when you don’t.
8 min readRead article ↗CRM & Data Published by Alexandra-Emily Kokova · 15 May 2026
Your marketing campaigns won’t work if sales don’t use the CRM
No logged activity, no timeline. No timeline, no campaign that actually fits the person you’re sending it to.
6 min readRead article ↗Customer Success Published by Alexandra-Emily Kokova · 1 May 2026
Real personalization is solving your customer’s customer’s problem
Everyone gathers data on a buyer and mirrors it back, waiting for the conversion. In B2B — especially enterprise — success comes from solving the pains of your customer’s customers. Do that and their success is guaranteed. Success is universal.
3 min readRead article ↗AI & Automation Published by Alexandra-Emily Kokova · 15 April 2026
Not everything needs a model
AI is extraordinary where it makes a difference — and a quiet liability where it just replaces a human doing something well. Human-first beats machine-first. Here’s why.
2 min readRead article ↗AI & Automation Published by Alexandra-Emily Kokova · 1 April 2026
Train your agents on real conversations, not AI-generated data
A model learns the pattern from what actually happened — real deals, real emails, real objections, unsummarised. Feed it synthetic data and you teach it to sound right, not be right.
3 min readRead article ↗Marketing Ops Published by Alexandra-Emily Kokova · 15 March 2026
Your marketing stack is a security problem. Here’s the protocol.
Enforced 2FA, tight access, a real onboarding and offboarding. Not IT’s afterthought — RevOps’ job. Your data’s integrity and your customers’ trust run through it.
3 min readRead article ↗AI & Automation Published by Alexandra-Emily Kokova · 1 March 2026
Automation isn’t AI. Knowing the difference is worth real money.
One follows rules you can write down. The other makes the calls a rule can’t. Mix them up and you’ll pay a model to do a spreadsheet’s job.
3 min readRead article ↗CRM & Data Published by Alexandra-Emily Kokova · 15 February 2026
The line from clean data to a higher NPS
Data hygiene sounds like a back-office chore. It’s actually the first domino in whether your customers feel known — and whether they stay.
3 min readRead article ↗Marketing Ops Published by Alexandra-Emily Kokova · 1 February 2026
What marketing operations actually does (and who it answers to)
It’s the plumbing under marketing. You don’t notice it until a lead goes missing, a number won’t reconcile, or the CEO asks which campaign actually worked.
3 min readRead article ↗Sales & Pipeline Published by Alexandra-Emily Kokova · 15 January 2026
Leads are falling through the cracks. Here’s where they go.
Leads don’t disappear. They land in four specific places. Find them, and “we need more leads” usually turns into “we were losing half of them.”
3 min readRead article ↗Sales & Pipeline Published by Alexandra-Emily Kokova · 1 January 2026
Why your B2B sales forecast is always wrong
It’s not your reps. It’s that the forecast is built on hope, and hope isn’t a data source. Three causes, and the fix.
3 min readRead article ↗CRM & Data Published by Alexandra-Emily Kokova · 15 December 2025
How to clean up a messy HubSpot CRM
Everyone starts by merging duplicates. That’s why the duplicates come back. Here’s the order that actually holds.
3 min readRead article ↗
How these are written: I or one of my colleagues logs the ideas, arguments and points of view here — all of them our own, drawn from real work. An AI model then stitches them into prose. The thinking is human; the assembly is not. We’d rather tell you that than pretend otherwise.