I turn complex data and machine learning into competitive advantage.Get to millions of daily users and £multi-million revenues.From zero to launch. Fast.In an age where data is everything, you need someone like me.
What I've achieved
📈 £10M+ rev
👨🏻 1M+ DAU
🌎 Global scale
📉 1000%+ cost reductions
⚗️ From innovation and MVP to 🏭 Scale
👥 Scaling teams
🎯 Driving strategy
Experienced product and technology leader scaling revenue, users and teams around global digital, data-heavy products.Data products in every sense
High complexity, high scale data products. From industry analytics tools through high scale booking systems to production-grade machine learning and AI, I've seen it all.1M+ DAU
Consumer-scale products for global brands. Data-driven roadmap and experimentation at true internet scale.Real revenue
Building £10MM revenue products from PoC to real scale and profit.
Built global travel platforms bringing in £50M+, spun out businesses to new revenue sources, scaled to global sales. I've built business cases and teams around products as they scale.1000% Cost Reduction at Scale data-led cloud and serverless optimisation cutting hosting spend while improving performance and uptime.
Why people work with me
People work with me because they need:
- the wholistic view, not someone peddling just one idea or one part of the solution
- the experience to build a realistic plan; and to make the hard decisions
- to maximise their chances of successWhen it comes to global digital products, I've seen it.
CLIENTS AND PARTNERS
Cambridge University Press & Assessment | Universal | EMI | Amazon Web Services
Cambridge University | Guildhall School of Music & Drama | Royal Holloway | Judge Business School
...and many more
Coaching and Training
Love Of Finding Out provides product coaching for domain experts in technology and product and disruption coaching for strategy leaders.Find out more about coaching and training at loveoffindingout.com
© Dan Frost, Now
I have more than a decade of experience of building global-scale digital products across many sectors.In all of these projects, I've played the role of the data-heavy global product expert.What does that mean?I provide...- The critical link between the complex data and the user journey.
- Building rapid prototypes and evolving these for global scale.
- Mapping the business and customer needs to the commercial reality.
Customer and partner profilesSectors Education | EdTech | Media | Travel | IoT | Data services | Developer tools | Music & Entertainment | Fintech | SAASCustomer profiles SMEs setting out on their first product to blue chip, household brands who need to know it'll work. Global publishers, universities, music education platforms, and research-led EdTech spin-outsPartnerships & collaborations. I have facilitated collaborations and partnerships with global tech platforms and leading brands, cloud providers, and academic research teams in AI/ML, data, and emerging technologies
Read the case studies below or...
Client profile: Global Education Publisher
Education | Publishing | Product Pivot | Digital | Global
In numbers📈 ~1000+% increase in customer LTV⚗️ 100% increase in product experimentation🎯 Pivot: Reorganise team and budgets around new commercial reality
The context
Publishing is undergoing enormous disruption. This is only likely to accelerate.The company had a major brand asset with commercial promise. The market was based on SEO user acquisition and ad revenue.The market was being disrupted, almost in real time. This was existential. We had to act fast.The Work
We did 3 things immediately:
1. Build a lean product engine;
2. Baseline performance numbers (product and delivery) against new targets
3. Reorganise the roadmap around proven commerical demand and the brand's strengths.What we achieved
Proven demand and increase LTV
We found proven demand for customer LTV in excess of 1000% of the current model. We did this cheaply (small team, rapid build) to build confidence from evidence.Product pivot and team reorganisation. A roadmap to getting us where we wanted to be, not where we were. Up-skilling and tooling for the new reality.
CLIENTS AND PARTNERS
Cambridge University Press & Assessment | Universal | EMI | Amazon Web Services
Cambridge University | Guildhall School of Music & Drama | Royal Holloway | Judge Business School
© Dan Frost, Now
Data-Driven Product Strategy
Aligning market reality, commercial goals and actionable product plans.How we use our data to build the right products, and build them right.
Commercialising AI & ML
From research prototypes to scalable, revenue-generating learning products.Building multi-year ML/data product plans to deliver value now.
Scaling to Global
Architecture and operations for high-volume, high-complexity data in learning contexts.Making sure we're ready for the scale of product, commercial and data complexity which is to come. Be ready.
Innovation leadership
Rapid PoC builds using the latest generative AI and ML techniques. Embedding product thinking into teams.Keep ideas flowing and discussion open while delivering product now. Creating a culture of real innovation, not innovation theatre.
My work sits under what people call "Fractional CPO/CTO".This means I can help you...Build your product I can take on the role of product/technology lead and turn your vision into reality. From the first wireframing, through building a team or sourcing an agency to delivering the product to the market.Scale your product I can take on your legacy products, do a rapid analysis of the commercial, product and technical aspects and work with you to build a roadmap for the next scale of your company. And execute it.Pivot your product I can play the role of a critical friend to see what happens when the market changes and whether you're ready.Be your consultant on tap For many people, just having someone on tap to sense-check ideas, performance benchmarks and plans can be invaluable.
Get in touch to talk and make a plan
© Dan Frost, Now
Everything starts with weighing up options.If you have a digital product plan, let's talk about it. Book a free 30 min call and we can understand how best to get started.On the call we will cover:
- Your plans and ambitions
- Your current reality and the problems you want to solve (and those that you can't)
- The broad options available to youThis call alone helps many people get clarity over their situation.
Book a free 30min call
© Dan Frost, Now
15+ years at the intersection of data, tech and productAfter an education background in Computer Science and Publishing, I led teams building digital products in publishing, public services, finance, tourism and media.Not content with this, I did another degree in maths and economics, and training in machine learning to help me understand and analyse and understand industry disruption.I have since setup innovation teams, built lean product processes and taken on exciting and challenging product problems with many other teams.I’ve led projects with millions of daily transactions, built machine learning products from lab to launch, and delivered product teams and data architectures that power both B2B and B2C products at global scale.This century is all about disruption. The people who succeed with understand the waves of disruption and will build teams who can navigate that.I am the calm person in the room who can analyse the problem in the domain expertise needed, build the team and systems around how we execute.If you have a digital product to build, let's talk.
© Dan Frost, Now
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