Incubity by Ambilio · Enterprise AI capability
AI capability, proven on real work.
Applied programmes for leaders, business professionals, engineers and sales professionals. Built on your own work, delivered on platforms Ambilio built and runs, and ending with evidence of what each person can now do.
Serving enterprises across the UAE and the Gulf.
Capability record
One per person, not a completion certificate
- Pre-readingCleared
- ParticipationCleared
- ProjectCleared
- PresentationCleared
- Final assessmentCleared
Practitioners, not career trainers
Built on your work
Evidence over attendance
Every platform is built and live
Governance built in
Speed
Ownership stays with you
Programmes
Programmes for every part of the organisation
Business and engineering programmes run on Claude or GPT. Every programme is customised to the client.
For Leaders
Ownership, governance and an adoption direction for senior teams.
- Executive AI Strategy Bootcamp
- Responsible AI for Managers
2 programmes
For Business Teams
Agentic and generative AI applied to the work of every function.
- Advanced AI Capability Programme: Claude for Business Practitioners
- Applied GPT Programme for Business Practitioners
- Agentic AI for Business Teams
- and 4 more
7 programmes
For Engineering and Data Teams
Production-grade AI engineering, from coding agents to architecture.
- Advanced AI Capability Programme: Claude for Engineers
- Applied GPT Programme for Engineers
- FDE Master Track
- and 2 more
5 programmes
Governance, Security and Risk
Hands-on control of AI cost, security and governance.
- AI Governance, Cost and Security Programme
- BFSI AI Security Programme
2 programmes
For Sales Teams
Discover, design and pitch AI solutions to realistic stakeholders.
- AI Sales Capability Programme
1 programme
Early-Career Talent
Campus hires who can work on client projects within months.
- Early-Career AI Pathway
1 programme
Innovation
Ideas on your priorities, built and scored.
- Enterprise AI Challenges
1 programme
Custom Programmes
Any programme can be combined, extended or built new, for a function, a business unit or the whole organisation.
How every programme runs
From your workflows to evidence for every person
Scope to the work
Roles, workflows and the tasks AI will change are agreed with your leaders before delivery starts.
Learn on real tasks
Practitioner-led sessions on the tools teams actually use, hands-on from the first session.
Practise in context
Environments configured on your workflows, data, tools and governance rules, with scored practice and instant feedback.
Build and defend
Every participant builds a working solution and defends it before a panel.
Certify and hand over
Certification on cleared tollgates. Your trainers are certified to run the next cohorts.
One accountable team
A programme manager, practitioner faculty, platform engineering and an analytics cadence.
Live and concurrent
Delivered live, virtually or in person, and can run concurrently across teams.
Governed by default
Synthetic or public data by default, admin approval of content, and role-based access.
Reporting you can use
Daily participation and assessment reporting during delivery, with a leadership review at the close of every phase.
Platforms, not slides
Built by Ambilio. Live in production.
Learning, practice, assessment, building and competition run on platforms that can be deployed on your cloud or ours, and white-labelled under your brand.
Continuum
The Enterprise AI Capability OS
Incubity platform
A hyper-personalised learning engine
Agentic AI Simulation Sandbox
Business teams learn and apply agentic AI workflows
AI Shift
An AI enablement platform for operations-heavy teams
Sentinel Sandbox
AI security and governance in realistic work
Aptiv
An AI sales simulation and solutioning platform
Ignite
An enterprise challenge and ideathon platform
AI Lab
A secure, pre-integrated environment for AI experiments
AI Playground
A hosted coding-agent environment
CodeAssess
Proctored, AI-evaluated technical tests
Your AI Academy
Run your own AI academy, on a platform you own.
Continuum on Build, Operate and Transfer. For enterprises that develop their own teams, and for training and advisory firms that want to offer AI-powered learning under their own brand.
Enterprises
Hold your instance, content, data, competency model and every person's record.
Training firms
A platform with your name on it, your client spaces and a recurring revenue line.
- Build
- Operate
- And alongside
- Transfer
Client stories
Delivered in complex enterprise environments
Clients are described by sector. Names and references are shared on request, with the client's consent.
Global analytics and digital transformation firm
AI capability across the organisation
Operations, technology and sales teams had to become able to deliver AI work for the firm's own clients, at speed and with proof.
Same firm
Campus hires, from learning to proof
New graduate hires had to become deployable on client work within their first months.
AI and analytics firm
From working proofs of concept to production engineering
Experienced practitioners could already build proofs of concept with AI. The firm needed production-grade software built with coding agents, with discipline and review.
Public sector bank
AI security capability, proven by simulation
IT officers were already using AI tools at work. The bank needed them to recognise AI-driven threats and make safe decisions under real conditions.
Who we serve
Enterprises across the UAE and the Gulf.
We work with CHROs, L&D heads, COOs, technology leaders, transformation leaders, heads of risk and compliance, and sales leadership. We also support training and advisory firms in any domain that want their own AI-powered learning platform.
- Banking, financial services and insurance
- IT and technology services
- Consulting and analytics
- Global capability centres and shared services
- Operations-heavy enterprises
- Family-owned business groups
Why now
- Dubai's agentic AI plan aims to empower 295,000 companies in Dubai, deliver 100 specialised AI assistants over the next 2 years, and support 50 Agentic AI companies.
- The UAE is training around 80,000 government employees to become advanced AI users who can build and use AI agents.
- The Central Bank of the UAE states that senior management and the board of directors of financial institutions should be responsible and accountable for AI and ML systems and outcomes.
- 76% of UAE employers struggle to hire as AI skills top demand.
Awareness training is now widely available. What is scarce is applied ability on your own work, proof of it for each person, and teams that can govern the AI they are accountable for.
Our AI ecosystem
We use cookies to enhance your experience. By continuing to visit this site you agree to our use of cookies. Learn more