AI Skills Intelligence

    Your AI Investment Is Only as Valuable as the Skills Behind It.

    Enterprises have invested millions in AI. But technology alone does not create transformation. Abodoo™ reveals the technical, human and organisational capabilities needed to turn AI adoption into productivity, performance and measurable return.

    Watch the 22-minute keynote
    • Your own live skills intelligence
    • 52,000+ skills mapped
    • Aligned to ESCO and O*NET
    • No rip and replace

    AI value realisation

    18%

    1. AI Investment
    2. 2Priority Use Cases
    3. 3Required Skills
    4. 4Workforce Capability
    5. 5Skills Gaps
    6. 6Recommended Action
    7. 7Business Value

    Existing AI capability identified

    The AI ROI Gap

    The AI ROI gap is a workforce capability gap.

    AI platforms can be deployed in months. Building the skills, confidence and role readiness required to use them takes longer, and most organisations cannot see precisely where that gap exists.

    01

    What enterprises have invested in

    • AI platforms and licences
    • Copilots and automation
    • Data and infrastructure
    • Pilots and transformation programmes
    • External AI talent
    • AI learning initiatives

    02

    What remains unclear

    • Which AI skills already exist
    • Which roles are ready
    • Where adoption is being constrained
    • Which learning will create value
    • When to develop or recruit
    • Whether people have the judgement and confidence to apply AI effectively

    03

    What Abodoo™ reveals

    • The technical and human skills required by each AI use case
    • Current and adjacent capability
    • Roles ready for augmentation
    • Targeted development priorities
    • Internal talent opportunities
    • Critical gaps requiring action

    AI readiness is not technical capability alone. It also depends on judgement, adaptability, communication and the ability to make responsible decisions with AI.

    AI technology creates potential. Workforce capability determines whether that potential becomes value.

    One Connected View

    Can your workforce deliver the return your AI strategy promised?

    The question

    “Can our people turn AI investment into commercial performance?”

    Explore AI Skills Intelligence
    • Connect capability to strategic AI priorities
    • Build the technical and human capability required to deliver the strategy
    • Improve productivity and revenue per employee

    From Strategy to Skills

    Start with the AI use case. Reveal the skills required to deliver it.

    Abodoo™ translates an AI priority into the roles, skills and workforce actions required to make it operational.

    1. 1

      Define the business use case

      Identify the workflows, outcomes and roles involved.

    2. 2

      Translate it into skills

      Identify the technical, human, operational and governance skills required to apply AI effectively.

    3. 3

      Map workforce capability

      Find current and adjacent technical and human capability across the workforce.

    4. 4

      Reveal readiness and gaps

      Show which roles are ready, where technical or human capability is missing and what may constrain adoption.

    5. 5

      Recommend action

      Show what to develop, redeploy, recruit, partner for or automate.

    SkillSuite™

    Illustrative product example

    Business priority

    Deploy generative AI across customer operations.

    64%

    of required capability already present

    126

    employees with adjacent skills

    5

    critical technical and human capability gaps

    2

    learning priorities affecting adoption

    1

    role requiring external recruitment

    Capability mix · Illustrative capability mix

    Technical

    • AI tool fluency
    • Prompt design
    • Data interpretation

    Human

    • Critical judgement
    • Customer empathy
    • Communication

    Operational

    • Workflow redesign
    • Quality assurance
    • Escalation management

    Governance

    • Responsible AI use
    • Risk awareness
    • Human oversight

    Recommended actions

    • Redeploy employees with adjacent capability
    • Target learning at validated gaps
    • Recruit only for genuinely scarce capability
    • Measure readiness against business outcomes

    AI Workforce Readiness

    Close the gap between AI ambition and workforce readiness.

    A continuous intelligence cycle, not a one-time assessment.

    1. 01 →

      Discover

      See the technical and human skills already inside your organisation.

      • Map technical and human capability
      • Identify adjacent skills
      • Surface overlooked internal talent
    2. 02 →

      Prioritise

      Identify the technical, human and governance capabilities connected to your most valuable AI use cases.

      • Translate use cases into capability requirements
      • Identify affected roles
      • Expose critical readiness risks
    3. 03 →

      Act

      Choose the right workforce response.

      • Build
      • Redeploy
      • Recruit
      • Partner
      • Automate
    4. 04 ↺

      Measure

      Track whether capability is becoming adoption and value.

      • Track confidence, judgement and role readiness
      • Align learning with gaps
      • Connect decisions to business outcomes

    SIIO™ Infrastructure

    One skills intelligence foundation. Every workforce and AI decision.

    SIIO™ sits above the systems you already have, bringing your roles, skills frameworks, terminology and workforce information into a shared, dynamic understanding of capability.

    It creates a dedicated, organisation-specific skills intelligence foundation without requiring you to discard what you have already built.

    Workforce and AI decisions

    • AI workforce planning
    • Talent deployment
    • Learning priorities
    • External recruitment
    • Internal mobility
    • Human and AI role readiness
    • Skills-informed AI outputs

    SkillSuite™ applications

    • Skills Mapping
    • Skills Lens
    • Skills ROI
    • Capability Gap
    • Skills Passport
    • Skills 1st Matching
    • Skills Agent
    • Approved enterprise AI applications

    SIIO™ Skills Intelligence Infrastructure

    • Skills extraction and normalisation
    • Existing frameworks incorporated
    • Internal terminology preserved
    • 52,000+ skills intelligence foundation
    • ESCO and O*NET alignment
    • Technical and human skills relationships
    • Organisation-specific context
    • Continuously updated intelligence

    Your existing systems, frameworks and knowledge

    Build on what you already have

    • AI strategy and priority use cases
    • Existing skills taxonomies
    • Competency and capability frameworks
    • Job architecture
    • HRIS
    • ATS and recruitment data
    • LMS and learning platforms
    • Employee profiles
    • Business and market data

    Designed to work with your existing technology ecosystem. No rip and replace.

    One live skills foundation. Consistent context across connected workforce and AI decisions.

    Build on What You Already Have

    Your skills intelligence. Connected and kept current.

    Every organisation has its own roles, terminology, capability frameworks and workforce priorities. Generic models do not automatically understand how your business defines skills or creates value.

    SIIO™ brings that knowledge into a dedicated skills intelligence foundation, connecting what you have already built with Abodoo’s ontology and recognised standards.

    Incorporate

    Use the frameworks you already have

    Bring together existing skills taxonomies, technical and human capability frameworks, job architecture and organisation-specific terminology.

    • Existing taxonomies incorporated
    • Internal language preserved
    • No need to start again

    Connect

    Create a shared skills context

    Connect roles, people, technical skills, human capabilities and business priorities so workforce applications and approved AI tools can work from the same organisation-specific context.

    • One connected skills language
    • Shared context across applications
    • More consistent interpretation

    Keep Current

    Evolve as your business changes

    Update skills, roles and capability relationships as your strategy, market and AI priorities evolve.

    • Emerging skills incorporated
    • Capability relationships updated
    • Live workforce intelligence

    Build on your existing skills intellectual property rather than replacing it with a generic framework.

    Give AI the context it needs.

    Without a shared intelligence layer, different systems can interpret the same role, skill or capability in different ways. SIIO™ supplies structured, organisation-specific skills context to connected applications, supporting more consistent and relevant outputs.

    By retrieving the relevant skills context instead of repeatedly processing large volumes of unstructured information, SIIO™ may also reduce unnecessary context and token consumption.

    1. Enterprise question
    2. Relevant skills context retrieved by SIIO™
    3. Connected AI application
    4. More consistent, context-aware output

    The Cost of Delay

    AI is changing roles faster than traditional workforce structures can track.

    Every planning cycle without live skills intelligence increases the distance between AI strategy, workforce readiness and realised value. As AI changes how work is performed, organisations need visibility of both technical skills and the human capabilities that support judgement, trust and effective adoption.

    39%

    of workers' existing skill sets are expected to be transformed or become outdated between 2025 and 2030.

    Source: World Economic Forum, Future of Jobs Report 2025

    18%

    higher initial pay for external hires than employees promoted into similar roles in the study.

    Source: Matthew Bidwell, The Wharton School

    52,000+

    skills mapped within Abodoo's ontology and aligned to recognised standards.

    Source: Abodoo

    AI Skills ROI Calculator

    How much value could be trapped inside your AI investment?

    Estimate how workforce readiness, adoption and talent decisions may be affecting the return on your AI programme.

    • First estimate in three questions
    • Not sure of a figure? Use a typical one
    • Transparent assumptions
    • No obligation

    Quick estimate

    Step 1 of 3

    5,000
    2,000

    A rough figure is fine.

    Beyond AI Readiness

    One source of skills intelligence for every workforce decision.

    AI is the immediate strategic need. The same skills intelligence infrastructure supports wider workforce planning, talent and learning decisions.

    Workforce Planning

    See the skills gap before it costs you.

    Understand which capabilities your strategy requires, where risk is emerging and what action to take next.

    • Anticipate capability gaps
    • Plan for technical and human capability needs
    • Improve workforce deployment
    Explore Workforce Planning

    Talent Decisions

    Deploy skills where value is created.

    Discover overlooked internal capability, improve mobility and close gaps without defaulting to external hiring.

    • Find hidden internal talent
    • Recognise transferable human capabilities
    • Reduce unnecessary recruitment
    Explore Talent Decisions

    Learning Alignment

    Build the technical and human skills the business needs next.

    Connect learning investment to strategic capability needs and establish what to build, buy or borrow.

    • Prioritise learning investment
    • Strengthen workforce readiness
    • Track capability development
    Explore Learning Alignment

    Strategic Ecosystem

    Built for an interconnected skills economy.

    NIIT MTS logo

    NIIT MTS

    Taking skills intelligence and workforce development to global enterprise scale.

    • Global enterprise reach
    • Managed learning expertise
    • SIIO™ intelligence infrastructure
    • 52,000+ skills ontology
    • Infrastructure approach
    Read the Partnership Announcement

    Strategic Collaboration

    Announcing Our Strategic Collaboration with LPI

    A clearer view of the skills your organisation needs next — combining LPI's workplace learning expertise with Abodoo's skills intelligence technology.

    Workplace learning & professional capability expertise
    Skills intelligence & workforce analytics
    Joint research on skills, AI and workforce readiness
    Complimentary Capability Gap Report for qualifying LPI members
    Read the Official Announcement
    Abodoo × LPI Strategic Collaboration

    AI Skills Discovery

    Where is workforce capability limiting your AI strategy?

    In a focused AI Skills Discovery, we'll explore your priority use cases, workforce data and the capability questions your organisation needs to answer.

    What to expect

    • Clarification of the priority business question
    • An initial view of relevant skills intelligence opportunities
    • Discussion of existing and adjacent capability
    • Identification of likely readiness risks
    • Recommended next steps
    • No generic product presentation

    Our Partners and Ecosystem

    Abodoo partners and ecosystem logos

    52,000+

    Skills in our Ontology

    Corporate, Education and Government deployments

    On Demand Keynote

    Watch CEO & Founder Vanessa Wainwright at AI Summit Barcelona.

    The full session recording, on demand. See the thinking behind skills intelligence and what it means for your AI strategy.

    Watch the Keynote

    FAQ

    Questions leaders ask.

    Find the workforce gap inside your AI strategy.

    See where capability may be limiting adoption, productivity and return, and which workforce actions can close the gap.

    52,000+ skills mapped. Aligned to ESCO and O*NET. Built for connected workforce decisions.

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