Current and past roles
Map relevant skills through the organisation-specific skills framework.
AI Transformation
Mobilise the people who can turn AI ambition into action
Discover AI capability wherever it exists and connect employees with opportunities to learn, contribute and build practical experience.
Virkware helps organisations surface formal and self-developed AI skills, bring together technical, business and domain talent, and activate employee-led initiatives alongside the formal transformation portfolio.
Human capability behind AI transformation
Bounded initiativeReduce customer onboarding friction
AI & data
Customer
Operations
Risk
AI value often depends on technical, business and domain expertise that sits across the organisation.
Virkware’s role in AI transformation
AI transformation is also a talent-mobilisation challenge
AI transformation is not only a technology deployment. Organisations need to understand emerging capability, make it visible beyond formal roles and give people practical ways to contribute while continuing to develop.
Virkware supports this people and talent-mobilisation dimension. It does not position itself as the system that manages the entire transformation.
The people who can help may already be inside the organisation—even when their current job titles do not reveal it.
AI skills may be developing faster than the organisation can see
Surface employees already building the capabilities you need
Employees may be learning AI through external courses, certifications, experimentation or work that is not reflected in their current title.
Profile knowledge
Add skills, interests, aspirations, certifications and external learning.
Learning information
Reflect approved external learning through connections or manual updates.
Gig experience
Use completion and feedback as additional evidence of relevant skills.
Skills-focused 360
Strengthen cumulative ratings without exposing individual feedback.
Important boundary: This creates richer, more current skills visibility. Virkware does not currently claim automatic inference of every emerging AI skill or access to employee capacity data.
Cross-functional initiatives
Bring technical, business and domain expertise together
A useful AI initiative may need employees who understand the technology, the business process, customer needs, data, risk and operational reality. Those people do not always sit in the same team or know one another.
Talent Discovery
Find people with relevant skills, interests, certifications, experience or aspirations across organisational silos.
Internal Gigs & Projects
Structure an initiative with a clear objective, timeline, roles and milestones—then publish, staff, execute and capture feedback.
ML recommendations
Recommend relevant gigs to employees and prospective contributors to the Gig / Project Manager using skills and aspirations.
Communities & Mentoring
Connect people around AI topics and open access to relevant guidance beyond usual organisational networks.
Move from AI awareness to practical contribution
Create multiple ways for employees to learn, practise and grow
AI capability is not built through one learning format. Virkware connects learning and internal roles held in existing systems with pathways, mentoring, communities and practical initiatives enabled through the marketplace.
Career Pathways
Help employees understand possible AI-related directions and the skills needed to progress.
Relevant Learning
Surface foundational or role-relevant resources from the connected learning environment.
Enterprise Mentoring
Connect employees with colleagues across functions, locations and organisational silos.
Gigs & Projects
Give employees a structured opportunity to apply AI and adjacent skills to real work.
Communities
Let employees learn with peers, exchange ideas and strengthen relationships.
Updated Talent Picture
Use completion, feedback and employee updates to inform future discovery.
From hidden capability to practical contribution
Give employees a way to contribute beyond their current role
Consider an employee in Finance who has completed external AI and data learning, but whose formal role does not reveal that emerging capability.
Make capability visible
The employee adds relevant skills, certification and an aspiration to contribute to AI-enabled improvement.
Surface ways forward
Virkware recommends an AI community, a relevant mentor and a short-term initiative.
Join a practical gig
The employee works with technology, operations and risk colleagues around a bounded opportunity.
Capture experience
The Gig / Project Manager confirms completed work and provides skills feedback.
Open further possibilities
The employee becomes easier to discover and can see further pathways and opportunities.
Illustrative, not guaranteed: This scenario shows how confirmed capabilities can work together. It does not imply automatic selection, an assured career move or a measured business outcome.
Clear answers
AI transformation FAQs
Does Virkware use generative AI?+
Virkware currently uses traditional AI and machine learning for confirmed recommendation workflows. It does not currently claim generative-AI, LLM or agent functionality.
Can Virkware help find AI skills outside technology teams?+
Talent profiles and discovery can make employee-declared skills, certifications, experience, interests and aspirations easier to find across the organisation, subject to privacy choices.
Does Virkware manage an organisation’s AI transformation?+
No. Virkware supports the talent-discovery, development and mobilisation dimension alongside the organisation’s broader transformation governance.
Your People. Your Potential.
Find the people who can move AI ambition forward.
Explore how Virkware can make emerging capability visible, connect employees with meaningful opportunities and mobilise cross-functional talent.