Join our weekly AI Strategy Session to get practical guidance from our
founder and CTO, Ben Johnson.
Absolutely free
Live Q&A, no question off limits
Every Wednesday at 3pm CT
Join for 10 minutes or the full hour
Built for leaders making tough technology decisions
Founders
Need help making technical decisions before hiring a team.
CTOs
Looking for a second opinion on architecture, AI, or modernization.
Engineering Leaders
Need help getting projects into production faster.
Operations / COO
Need technology decisions translated into business outcomes.
Bring the technology questions you're wrestling with
Modernization and legacy system decisions
- Should we rebuild this or can we save it?
- How much technical debt is actually hurting us?
- What's the lowest-risk path to modernization?
AI strategy and readiness
- Everyone's telling me to invest in AI, what's actually worth it for my business?
- Where can AI create measurable ROI today?
- Are we ready for AI, or do we need stronger foundations first?
Infrastructure, DevOps, and cost optimization
- Our cloud costs tripled and nobody can explain why.
- Why are deployments still taking so long?
- Can we improve reliability without increasing spend?
Technical leadership and fractional CTO guidance
- My CTO just quit. What do I do first?
- How do I know if we're making the right technical decisions?
- How do I know if my engineering team is structured correctly?
Practical guidance backed by 20+ years in tech
AI is transforming every industry, but successful adoption isn't about chasing the latest tools, it's about solving the right business problems.
Having built, scaled, and exited multiple technology companies, Ben understands both the technical possibilities of AI and the commercial realities of running a business. His experience spans product development, software architecture, cloud platforms, engineering leadership, and emerging technologies, giving him the ability to connect AI capabilities with measurable business outcomes.
How strategy sessions work
Bring a challenge
Come with an AI, technology, architecture, or engineering question.
Join live
Wednesdays at 3 PM CT.
Talk it through
Ask live or just listen to the discussion.
Leave with direction
Get practical ideas and next steps.
Interested in the services of a Fractional CTO?
Most growing companies need experienced technical leadership long before they can justify a full-time CTO-especially when AI is changing how products are built, teams operate, and technology decisions get made. A Particle41 Fractional CTO brings strategic and hands-on technology leadership to help you identify where AI can create real business value, build the right technical foundation, and avoid expensive experimentation that doesn't lead anywhere.
How can a Particle41 Fractional CTO help my company adopt AI?
AI adoption isn't about adding ChatGPT to your workflow or buying another AI tool. It's about identifying where AI can create measurable business value and then building the technology, data, and processes to support it.
A Particle41 Fractional CTO helps you identify high-value AI opportunities, prioritise use cases, evaluate technologies, define an AI roadmap, and turn promising ideas into production-ready solutions. The goal is to move from "We should be doing something with AI" to "Here's exactly what AI should do for our business."
How do I know which AI initiatives are actually worth pursuing?
Not every AI use case deserves investment. Some are impressive demos but create little business value.
A Particle41 Fractional CTO evaluates potential AI initiatives against factors such as business impact, feasibility, data readiness, cost, scalability, and time to value. That helps you separate genuine opportunities from AI hype-and invest where AI can actually improve revenue, efficiency, customer experience, or decision-making.
Can a Fractional CTO help us build an AI strategy?
Yes. An effective AI strategy connects business priorities with the right technology choices.
Particle41 can assess your existing technology and data landscape, identify AI opportunities, define the right architecture and tooling, establish priorities, and create a practical roadmap for implementation. Whether you're starting from scratch or already experimenting with AI, the focus is on building a strategy that can evolve with the business.
How can a Fractional CTO help us avoid expensive AI mistakes?
AI projects can become expensive quickly when companies choose tools before defining the problem, build without considering scalability, overlook data quality, or fail to think about security and governance.
A Particle41 Fractional CTO brings experienced technical judgment to those decisions early. That means knowing when to build, when to buy, when to experiment, and when to walk away-so your AI investment is driven by business outcomes rather than technology for technology's sake.
Do we need a full AI team to start using AI effectively?
Not necessarily. You need the right strategy before you need a large team. A Fractional CTO can help determine what capabilities you actually need, what can be handled by your existing engineering team, where external expertise makes sense, and what should be built internally over time. This lets you start with focused AI initiatives without prematurely building an expensive AI organisation.
Can a Fractional CTO work with our existing engineering team on AI projects?
Absolutely. The model is collaborative, not disruptive. A Particle41 Fractional CTO works alongside your existing team to introduce the right AI practices, architecture, tools, and development approaches. The objective isn't to replace your engineers. It's to give them stronger technical direction, accelerate decision-making, and help them build AI capabilities that can scale with the business.
How do we move an AI prototype into a real product?
Building a proof of concept is often the easy part. Making it reliable, scalable, secure, cost-effective, and useful in production is where experienced technical leadership matters.
A Particle41 Fractional CTO helps bridge that gap-from validating the use case and selecting the right models and architecture to integrating AI into your existing systems and establishing the infrastructure needed to operate it reliably.
What does "20 years of playbooks" mean when it comes to AI?
AI is new. The technology is changing rapidly. But many of the underlying technology decisions aren't.
Questions around architecture, scalability, product strategy, engineering teams, build vs. buy, technical debt, infrastructure, security, and investment have been around for decades.
Particle41 combines that experience with current AI capabilities to help companies make better decisions faster-without having to learn every lesson through trial and error.