FAQ
Questions, answered
The clearest answers to what Atheni is, how it works, and what it delivers. Can't find what you need? Book a demo.
The core idea
What is the difference between AI access and AI capability?
AI access means your people can log into tools like ChatGPT, Claude or Copilot. AI capability means they can use those tools to think more clearly, work faster and produce better results. Access is the licence; capability is the value. Most organisations have bought access and assumed capability would follow. It does not. Atheni builds the second.
What does “access is not capability” mean?
It means giving staff an AI licence is not the same as making them capable with AI. A licence is the ticket; capability is the value. Research from MIT in 2025 found that only about 5% of enterprise AI pilots deliver significant value, and the gap is almost always people and workflow design rather than the technology itself. Atheni exists to close that gap.
Why do most enterprise AI adoption efforts fail?
Most fail because organisations invest in access to tools but not in the capability to use them well. MIT's 2025 research found roughly 95% of enterprise AI pilots deliver no measurable return. The cause is rarely the technology; it is that people are not shown how to fold AI into their actual work, and no one measures whether capability is growing. Atheni fixes the human and workflow layer, which is where the return lives.
What Atheni does
What does Atheni do?
Atheni is an AI adoption and capability-building company. We help organisations move their people from having AI tools to being capable with them, using our platform (a personal AI coach plus a leadership dashboard) alongside a structured methodology. More than 90% of the people we work with regularly use AI in their work within 90 days, across further education, professional services, manufacturing, financial services and energy.
How does Atheni build AI capability?
Atheni combines a platform and a method. Every user gets a personal AI coach that guides them in their real workflows, and leaders get a dashboard showing how capability is growing across the organisation. People move up a five-level capability scale, from Curious to Trailblazer, with role-specific guidance rather than generic training. The result is capability that is measured, not assumed.
What is the Atheni Scale?
The Atheni Scale is a five-level framework for measuring where each person sits in their AI capability: Curious, Capable, Fluent, Pathfinder and Trailblazer. It turns a vague idea (“are our people good with AI?”) into something measurable and trackable, so leaders can see progress and target support where it is needed.
How long does it take to see results with Atheni?
More than 90% of the people we work with regularly use AI in their work within 90 days. We do this by embedding guidance into everyday work rather than running standalone training sessions that people forget. The 90-day window is the standard because that is how long it takes for new capability to become habit.
Who is Atheni for?
Atheni works with organisations that have given their people access to AI but are not seeing the return, and with individuals who want to become capable rather than just licensed. Our clients span further education, professional services, manufacturing, financial services, energy and executive education, from individual professionals through to large enterprises.
How it works, practically
What is the Atheni methodology?
Atheni's methodology runs in three phases: Alpha (strategy and foundations), Beta (capability building across a cohort) and Gamma (sustaining and scaling). Alpha establishes the strategy, policy and roadmap; Beta moves a team up the capability scale through guided missions; Gamma keeps capability growing over time. Each phase has defined deliverables and measurable outcomes.
What do you get from an Atheni strategy workshop?
An Atheni strategy workshop produces five foundation documents within 10 working days: an AI Strategy, an AI Usage Policy, Tool Recommendations, an Implementation Roadmap and a Communications Plan. Together they give an organisation a clear, defensible starting point for AI adoption, grounded in its own context rather than generic advice.
Does Atheni work with individuals or only organisations?
Both. Individuals can access Atheni's personal AI coach directly to build their own capability. Organisations get the full platform (personal coaching for every user plus a leadership dashboard) alongside the methodology and support. The individual and enterprise routes share the same underlying approach: measured capability, not just access.
How is Atheni different from AI training courses?
Most AI training teaches tools in a classroom and hopes people apply it later; they usually do not. Atheni embeds guidance into people's real work, coaches them continuously, and measures capability as it grows. Training is an event; capability building is a system. That difference is why more than 90% of the people we work with regularly use AI in their work within 90 days, rather than letting it fade after a workshop.
Trust and credibility
Who founded Atheni?
Atheni was co-founded by Mackenzie Howe and Louise Ballard. Mackenzie Howe is a human capital economist with a specialism in applied AI (UBC, KCL, MIT) and adjunct faculty at Durham University Business School, where she lectures on AI across the MBA and leads the Applying AI in Practice executive education programme. She contributes to the IEEE P7010.1 global standard on AI and human flourishing, and built her first platform, mallowstreet, in 2008. Louise Ballard brings three decades in corporate communications and change management, leads the Wise Five initiative, and is co-author of Expiry Date: Never with Victoria Tomlinson (Pearson, September 2026).
What results has Atheni achieved?
More than 90% of the people we work with regularly use AI in their work within 90 days, and 43% move beyond basic prompting into work specific to their role. These outcomes hold across sectors including further education, professional services, manufacturing, financial services and energy.
Is Atheni backed by investors?
Yes. Atheni raised £350,000 in 2026, backed by angel investors including Alex Chesterman OBE and supported by Innovate UK. Atheni is one of a small number of fully female-led teams in the UK to secure equity investment.
Getting started
How do I start with Atheni?
Most organisations start with the Atheni Accelerator: one team of up to 20 people for 90 days. You do not need an AI strategy first. If you need help setting your tools, rules or priorities, we can support that too. You can begin with a conversation, or take the AI readiness diagnostic.
How much does Atheni cost?
The Atheni Accelerator is £7,500 + VAT for one team of up to 20 people over 90 days. We price wider work around the number of teams and live sessions, and strategy and AI leadership support can be agreed separately. Individuals can use Atheni from £29 a month. Partner and white-label licences are bespoke. Students, teachers, jobseekers, front-line workers, charities and social-impact organisations can get up to 80% off through Nobody Left Behind.
What sectors does Atheni work in?
Atheni works across further education, professional services, manufacturing, financial services, energy and executive education.
Still weighing it up?
See the Atheni platform and the Atheni Scale in a short walkthrough, tailored to your context. No slides, no hard sell.
Book a demo →