We find where AI actually pays off in your business and product, build it with your team, and leave them able to run it.
Part-time, ongoing · a limited number of companies at a time
You don't need an AI strategy deck. You need the first thing that works - and then the next one.
Three places where AI earns its keep - and where most companies only ever cover one.
Automate the repetitive work across sales, operations, support and internal IT. AI agents, workflows and internal tools that save hours every week - and that you own, instead of renting another SaaS.
AI features designed around what your customers actually need. Shipped through proper product discovery - not because a competitor announced something.
Hands-on AI training on your own work, so your people can use, run and extend what we build - long after we step back. You're never dependent on us.
Built with what you already run
Short cycles, working software, real users. The same product discipline we use to build software products - applied to AI in your company.
We talk to the people doing the work and look at how your business and product actually run. Then we pick the opportunity with the best payoff for the effort.
We build the first solution - small, testable, in short iterations. You see working software, not slides. Your team is involved from day one.
We put it in front of real users and measure what changes - hours saved, requests resolved without a human, time to resolution, satisfaction. Your team gets specs and runbooks they can follow without us in the room. Then we pick the next opportunity.
A ranked list of where AI can help your business and product - with effort, expected payoff and risks for each. It's yours to keep, and it's what we build from.
You work directly with us - no account managers, no juniors learning on your budget. We first worked together in 2018, at a US SaaS startup Miloš co-founded. Since 2021, SaaS Life has trained teams in banking and insurance in Agile, Design Thinking and product management. Now we bring the same hands-on approach to AI.
Product, Engineering & AI
Over a decade as a software developer, co-founder and CTO of a US SaaS startup, then 4+ years as VP of Product at a global software company - where he's now VP of Forward Deployed Engineering, leading engineers who work directly with customers to build what they actually need.
Operations & Client Success
Connects clients, teams and delivery so things actually work. Over a decade in customer success and operations - from global enterprise tech to a fast-growing US SaaS startup.
An ongoing, part-time engagement - like having an AI lead on your team without a full-time hire.
Part-time, ongoing involvement. Think of it as having an AI lead on your team, without a full-time hire. We agree on scope, availability and fee before we start.
We build. Workflows, integrations, internal tools and product features - alongside your developers if you have them, or on our own if you don't.
That's the most common starting point. Tell us your goals and what's slowing you down - finding the right first step is the first part of the work. Sometimes the honest answer is a simpler process, not AI. We'll tell you.
No. We can build on our own, or work with your existing developers and leave them with everything they need to maintain it.
A few conversations up front with the people doing the work, then short check-ins and testing as we build. We agree on it during the first step.
A monthly fee based on scope and involvement, agreed before we start. Get in touch and we'll give you a clear number after our first conversation.
Before anything is built, we decide together what systems AI can access, where a human approves, and how customer data is handled. Access goes through your identity provider - SSO, groups, least privilege - and agents are tested against real cases before they go live. Security is part of the design, not an afterthought.
The partnership is deliberately small. For a defined, larger piece of work - a service desk rollout, a Microsoft 365 migration, an automation program - we also take on scoped projects with their own timeline and team. Tell us what you need.
We review real results, improve what's live and pick the next opportunity. Your team is trained to run what we've built, so you can continue with us - or without us.
You don't need a project brief to start. Tell us a bit about your company and what you'd like AI to help with - we'll get back to you personally.
Part-time, ongoing · a limited number of companies at a time