Building a Data Strategy for Your Startup Before You Need a Data Team
Most startups wait too long to think about data strategy. A practical guide to building data foundations before you can afford data engineers.
Practical insights on tech leadership, fractional CPTO work, and scaling startups. From the trenches.
Most startups wait too long to think about data strategy. A practical guide to building data foundations before you can afford data engineers.
Series A changes everything. You go from 2-3 developers to needing a real team structure. A practical guide to first hires, team topologies, reporting structures, and whether you need a VP Engineering.
HealthTech is not just tech in healthcare. Clinical safety, patient data, and regulatory burden make it fundamentally different. A practical guide for non-technical founders navigating MHRA, NHS Digital, DTAC, and the gap between private healthcare and NHS.
Most successful AI products are built by non-technical founders with the right advisors. A practical guide to the three phases of AI product development, common mistakes, and when you need human oversight.
Typical business KPIs do not work for engineering. Learn the five metrics that actually matter, how to set targets without micromanaging, and when KPIs become counterproductive.
The rewrite is the most expensive decision a startup can make. A practical framework for knowing when refactoring is enough, when a rewrite is genuinely necessary, and how to do it without killing your company.
Most seed-stage founders either build too much or too little. A practical framework for scoping your MVP that protects runway, validates assumptions, and gives investors confidence you know what you are doing.
You do not need to code to run effective technical interviews. A practical guide for non-technical founders on structuring interviews, what to listen for, and how to avoid the most common hiring mistakes.
Every startup claims to use AI now. Most investors and founders cannot tell the difference between genuine machine learning and marketing theatre. Here is how to evaluate AI claims without needing a PhD.
Technical debt is not inherently bad. It is a tool. The problem is when founders do not know they are accumulating it, or do not have a plan to manage it. A practical framework for non-technical founders.
The warning signs that non-technical founders miss when hiring their first engineer. CV red flags, interview red flags, reference check red flags, and trial project red flags, with practical frameworks you can use without technical expertise.
A practical guide to running a technical audit of your startup. What to assess, what red flags look like, how long it takes, and what to do with the findings. Written for non-technical founders.
Your CTO or technical co-founder has left, and you are staring at a codebase you do not understand. Here is a practical guide to the first 48 hours, your interim options, and how to avoid the mistakes that make a bad situation worse.
The tech stack decision paralyses non-technical founders. But most of the time, the specific technology matters far less than you think. A practical framework for making technology choices that serve your business, not your developer preferences.
AI coding tools are genuinely transformative for non-technical founders. But there is a gap between a working prototype and production-ready software. Here is when you need human technical oversight.
Most founders get the build vs buy decision wrong because they focus on upfront cost instead of total cost of ownership. A practical five-question framework for making better technology decisions.
Building technology in FCA-regulated, healthcare, or compliance-heavy environments demands a different kind of CTO. Here is what technical leadership looks like when regulators are watching.
You do not need to read code to know whether your engineering team is healthy. 7 signals of a healthy team, 5 red flags, and a practical monthly health check framework for non-technical founders.
Most startup roadmaps are feature lists, not strategy. A practical three-layer framework for non-technical founders to build a technology roadmap that connects business goals to technical delivery.
CTO and VP of Engineering are fundamentally different roles. Most founders confuse them, costing 6-12 months. Learn which one your startup actually needs right now.
Five signs you have outgrown your dev agency, what the transition actually looks like, and how to avoid the mistakes that cost startups months of momentum.
The questions that separate a good fractional CTO hire from an expensive mistake. What to ask about experience, engagement model, accountability, and red flags.
A practical 90-day technical playbook for non-technical founders who just closed seed or Series A. Covers technical audits, first hires, architecture decisions, and the mistakes that burn through your runway.
A practical guide to fractional CTO costs and pricing models in the UK for 2026. Day rates, retainers, advisory fees, and what to expect at each level.
A practical guide to technical due diligence aimed at investors evaluating startup technology. What actually matters, what is noise, and how to assess technical risk without being technical.
Non-technical founders are either ignoring AI or spending recklessly on it. Both approaches fail. Here is what a proper AI strategy actually looks like.
A practical guide to working with a fractional CTO. How to set expectations, communicate effectively, and get the most from part-time technical leadership.
Practical advice for non-technical founders on hiring your first engineer after raising seed or Series A. What role to hire, how to assess candidates, and what to pay.
A practical guide for non-technical founders on hiring engineers, building engineering culture, and knowing when you need technical leadership.
A practical guide to technical due diligence for startup founders. Learn the 7 areas investors evaluate, common red flags, and how to prepare your tech stack for Series A scrutiny.
Not every startup needs a CTO from day one. Learn the 5 signals that mean you are ready for technical leadership, and the 4 signs you are not there yet.
Fintech is not just a tech problem. Learn why financial regulation, data governance, and technical leadership must work together.
Fractional CTO or consultant? Learn the key differences, when each makes sense, and how to decide what your startup actually needs.
Series A funding does not fix technical debt. Learn the 4-step framework successful CTOs use to prioritise tech debt and scale without breaking the product.
You need senior technical leadership but cannot justify a £200k salary. Here are your real options: fractional CTO, advisor, consultant, or internal promotion.
Technology serves revenue, not the other way around. How business-first engineering helped Risika reach profitability in 18 months through ROI-driven prioritisation.