My services

From AI audits to part-time CTO, from upskilling workshops to executive advising, I tailor my services to your specific needs and challenges.

// AI Audit & Opportunity Mapping

  • WHAT Strategic discovery resulting in an actionable roadmap tailored to your business objectives.
  • AIM To identify high-ROI use cases and assess technical feasibility before committing development resources.
  • WHY The AI landscape is noisy. I help leadership teams cut through the hype to confidently allocate resources where they create the most impact.

Designed for CEOs and CTOs exploring how to effectively integrate AI and ML into their operations. Through focused discussions with your key stakeholders, I evaluate your core business challenges and strategic goals.

The deliverable is a pragmatic, executive-level roadmap outlining concrete initiatives (graded by technical complexity and time-to-value) - giving you the clarity needed to make strategic decisions.

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// Custom Prototyping (Sprint)

  • WHAT Rapid, hands-on development of a functional AI prototype to validate technical viability and test core assumptions.
  • AIM To de-risk your investment by transitioning an idea into a tangible, testable asset with minimal resource drain on your internal team.
  • WHY Evaluating an idea on paper only goes so far. Building a functional first iteration provides hard evidence before you commit to a production-scale build.

Taking the findings from an initial Audit (or an existing concept), I independently code and deliver a working, testable prototype. I take full ownership of the prototype build (2 to 8 weeks depending on complexity), while you provide business context and data access.

While not production-ready, it allows you to test the concept hands-on, assess its true viability, and gives us the concrete insights needed to define an accurate roadmap to production.

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// Fractional Team Leadership & Upskilling

  • WHAT Fractional AI leadership to drive technical strategy, system architecture, and long-term execution.
  • AIM To bridge the gap between executive vision and technical implementation by providing senior AI expertise without the overhead of a full-time hire.
  • WHY Scaling AI from a prototype to a production-grade system requires specialised oversight. I provide both the high-level strategic guidance to avoid costly architectural mistakes and the technical leadership to drive the actual build.

Acting as an embedded fractional Head of AI, I sit at the intersection of business and engineering. I speak both languages fluently, collaborating closely with your executive team to define strategic goals, while directly leading your technical teams to execute them.

Through running technical meetings, designing scalable data architectures, and mentoring your internal developers, I drive the day-to-day engineering roadmap. This ensures you have the expert oversight required to confidently build and scale production-grade AI systems.

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// Bespoke: Hard-to-Define Challenges

  • WHAT Tailored consulting, specialised engineering, and custom strategic engagements designed around your unique requirements.
  • AIM To provide flexible, high-leverage expertise for complex challenges that fall outside standard frameworks.
  • WHY Novel AI applications often lack an established playbook. You need an expert who can confidently navigate ambiguity and solve unprecedented problems from first principles.

Designed for non-traditional projects that require a custom approach. This might include conducting technical due diligence on an AI startup for investors, rescuing a stalled internal machine learning initiative, running specialized executive training workshops, or tackling an unconventional engineering challenge.

Drawing on my background in research, I am deeply comfortable venturing into the unknown. I approach novel problems from first principles, ensuring that even when navigating uncharted technological territory, you get the exact blend of strategic oversight and hands-on execution required to solve the problem at hand.

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Consulting FAQs

What is fractional consulting?
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Fractional consultants provide expertise and strategic guidance on a part-time or project basis. Clients can thus access expertise without committing to full-time hires while getting support in the long term. For example, I typically work with my clients between one hour and half-a-day a week, over several months, to up-skill their team and develop their projects.

How do I choose the right consultant?
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You need to assess consultants based on their experience, expertise and credentials. Verify that the consultant’s specific expertise aligns with your project needs, ensure they have relevant industry knowledge and experience, and look for proven track record in solving similar problems. To review my profile, feel free to Google my name, visit the credentials and testimonials pages on this website, and do not hesitate to contact me.

How to start a consultancy programme with you?
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I am flexible and it usually starts with a call or a visit to your office. I first ask a lot of questions to try to understand your current needs and make suggestions on how to start depending on what I learn and based on my experience working with other clients. For clients with no-prior expertise in Data Science or AI, I suggest to start with an AI audit, where I spend a couple of hours talking to various stakeholders in the business and suggest possible projects we could work on, each attached with a level of difficulty and a timescale. We usually continue with a 12 week programme, one hour per week, where we initiate a first project with a small team to get to know each others on a concrete project. Based on those results we decide on the next steps. If you have a clear idea of your needs from the onset, I often work asynchronously on research projects, act as a part-time CTOs, or organise a larger team of experts from my network to dive deep into your cutting-edge project.

How are consultant fees structured?
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I work on a weekly retainer or an hourly rate. In some cases, I can work for equity. I regularly sign NDAs with clients to ensure all work is protected and I have suitable professional insurance.

“Through Jonathan’s input we were able to ship intelligent product functionality as part of a SaaS platform that is used by tens of thousands of researchers around the world. Jonathan is a great teacher, his ability to adapt to my pre-existing knowledge and needs was instrumental in giving me a much deeper insight into ML than I had before. I was able to leverage this new found knowledge and apply it to real-world business problems."
–Sebastien Rose | CTO at Morressier | $18M Series A