👋🏻 Welcome

AI is transforming the business side of your company. The question isn’t whether to adapt — it’s whether you’re going to be the person who shapes how that happens, or the one it happens to.

I’m Diana. I run operations at a remote-first SaaS company, and I’ve spent the last year obsessively studying what AI is doing to the way startups are built, funded, and run. This newsletter is what I wish had existed when I started asking those questions.

What This Newsletter Is About

Operations Optimist is a weekly guide for operators, founders, and business builders who are cautiously optimistic about bringing AI to build better companies.

Grounded in real startup experience, from a €40M VC portfolio to running day-to-day operations at a product-led SaaS company — with honest takes on what’s working, what’s overpromised, and what’s quietly changing everything.

Every issue explores one of four lenses:

AI & the future of startup ops — How AI is reshaping hiring, finance, systems, and the work of running a company
Fundraising in the age of AI — How investors are thinking about AI-native companies, AI-assisted due diligence, and what the new pitch looks like
Building an AI-augmented career — How to stay indispensable, grow faster, and work in a way that actually makes sense right now

The throughline: AI doesn’t replace the need for great operators. It raises the bar for what great looks like.

Who Am I?

I’m Diana Lace Davidova — Head of Operations at Whimsical, based in Europe, Latvia 🇱🇻 🇪🇺

I’ve been on the startup side and the investor side. I helped run operations at Overkill Ventures, a VC fund with a €5M portfolio, where I watched founders win and lose on execution long before product-market fit was a factor. Before that, I was at Microsoft Latvia and an edtech company in the UK, learning how large organizations move slowly and how small ones move recklessly.

Who This Is For

You’ll love this newsletter if you’re:

An operator or BizOps person trying to figure out where AI fits in your actual workflow
A founder or early employee building a company and wondering how lean “lean” can now really be
A finance, people, or revenue person watching your function change in real time
Someone who’s AI-curious— you want to understand it without drowning in jargon

And if you’ve ever wondered whether AI is coming for your job — I’d rather you read this than worry about it alone.

Where to Start

New here? These issues are a good place to begin:

I think I am going through five stages of grief with AI — how I moved my workflows through AI
Freelance economy is being replaced by AI — the first casualty of AI has arrived
The current state of AI in recruitment is not a great candidate experience — on the deficiencies of AI HR (right now)

(More in the archive — dig in.)

Let’s Figure This Out Together

I don’t have all the answers. Nobody does yet. But I’m in the middle of this — running real operations at a real company, testing real tools — and I’d rather think through it out loud with you than pretend I’ve got a definitive take.

If something resonates (or something’s wrong), hit reply. I read everything.

If you know a founder, an operator, or anyone trying to make sense of what AI means for how they work — send this their way.

You’re in the right place, let’s explore together.

— Diana