MuchSkills vs AG5: Do you need skills intelligence or just a training matrix?
A skills matrix tells you what exists. Skills intelligence tells you what to do next.
MuchSkills is an AI-powered skills intelligence platform built for organisations that need to do more than track who holds what certificate. It maps every employee's skills, certifications, proficiency depth, motivation, and development path – and makes that data searchable, live, and directly connected to how an organisation plans, staffs, and grows.
Compliance-driven organisations use it to maintain a defensible, three-way attributed audit trail that holds up under external scrutiny – certifications tracked, expiry alerts automated, ISO Clause 7.2 covered. Consulting firms use it to answer RFPs in seconds. Engineering and product teams use it to map capability depth, manage key-person risk, and build the right squads for the right work. HR teams use it to close skills gaps before they become hiring costs.
Compliance and certification tracking is where AG5 and MuchSkills overlap.
AG5 is purpose-built for one question: "Is this person authorised to do this task right now?" As they describe themselves: "AG5 is the only training matrix software purpose-built for industries where safety, audits, and operational readiness are non-negotiable." For manufacturing, logistics, and regulated production environments, that is a specific answer to a specific problem.
The difference is scope. AG5's answer stops at the certification. MuchSkills treats the certification as the starting point – and then asks: How deeply does this person know this? Do they want to apply it? Where are they in their development? How does this connect to the workforce plan for next quarter?
For organisations that need the compliance evidence and want to do more with their people data, that difference matters.
See the certification dashboard and audit trail in action — Book a demo →
Where MuchSkills wins
One platform. Four use cases. One data layer.
Most organisations don't have a compliance problem or a resourcing problem or an L&D problem in isolation. They tend to have all three – and they're usually connected. A consulting firm that can't find the right certified engineer for a bid has a resourcing problem and a compliance visibility problem at the same time. An aerospace company tracking certifications with no view of proficiency depth or development trajectory is managing risk, not capability.
MuchSkills is built for the full picture. The platform serves four distinct use cases from a single data layer:
- Consulting and professional services – AI Super Search and Team Builder for resourcing, RFP response, and utilisation
- HR and L&D – gap analysis, development pathways, internal mobility, and workforce planning
- Compliance and regulated industries – certification tracking, expiry alerts, audit trail, ISO Clause 7.2
- Engineering and product teams – squad composition, tech skills depth, key-person risk
AG5 covers the third of those four. For organisations where skills intelligence needs to span more than one, a dedicated training matrix is a partial answer.
AI Super Search – The whole workforce, instantly searchable
When a project lands or an RFP requires a specific combination of skills and certifications, the question is: Who do we have, right now, that meets this criteria?
MuchSkills' AI Super Search answers that question immediately. Type a skill, a certification, an experience level – or any combination – and the platform returns matched people across the entire workforce. For resource managers and heads of delivery, this is typically the feature that makes the case in a demo.
Skill Will – What no other platform tracks
Every skills platform tracks capability. MuchSkills also tracks motivation.
Skill Will is the combination of what someone can do and what they want to do. It is a structural layer built into every skills profile – not a survey, not a sentiment tool. When a manager assigns someone to a project, they can see not just that the person has the skill, but whether they want to apply it.
No other platform in this category does this. The practical effect: better staffing decisions, fewer quiet disengagements, and a development conversation that starts from what the employee actually wants – not just what the organisation needs from them.
Compliance – Built in, not bolted on
MuchSkills has one of the largest certification databases in the category – 8,000+ qualifications, covering ISO and AS/EN standards, trade qualifications, partner-tier technology certifications, and industry-specific credentials. For engineering firms, maritime operators, aerospace companies, and regulated manufacturers, this is not a feature – it is infrastructure. The certification your workforce holds is likely already in the system.
What MuchSkills delivers on compliance
Expiry alerts are automated – managers and employees are notified before a certification lapses, not after an audit reveals the gap. ISO Clause 7.2 is covered as standard. The audit trail (v5.0) logs every change with three-way attribution – employee, manager, or admin – with a timestamp. What that produces is a complete, defensible record of who updated what and when, attributed to the role that made the change. That is what a regulator or external auditor wants to see. For organisations that face external audits, this is the evidence layer that makes the difference between passing and scrambling.
Harald Pihl operates across aerospace, oil and gas, nuclear, and defence – ISO 9001 and AS/EN 9120 certified, ten-plus countries, multiple sites. Their compliance requirements are not light. MuchSkills is what they use.
Beyond the certificate
The certification is logged – and then the platform keeps going. What is this person's actual proficiency depth in that domain? Is this a surface-level qualification or genuine expertise? Do they want to develop further? What is the gap between where they are now and the target role? A compliance tool stops at the credential. For organisations that need to act on what they find – building capability, closing gaps, planning the next quarter's workforce – MuchSkills is built for what comes after the audit.
Development pathways and internal mobility
Development pathways, gap analysis against target roles, and internal mobility tools are core to MuchSkills' product. For organisations that want to build people rather than simply track credentials, this is where the platform earns its place.
Employee-owned data – Accuracy and adoption built in
Most training matrix tools are admin or manager-led. Data flows top-down. An employee's qualifications exist because a manager recorded them – not because the employee has visibility or reason to keep them current.
MuchSkills is built differently. Employees own and maintain their own profiles. Managers validate key skills. Admins set requirements and review gaps. When skills are visible to peers, employees self-correct – no one claims expert status next to a genuine expert. A World Bank study of 27,000 employees confirmed this: peer-visible skills data is significantly more accurate than top-down assessments alone.
The result is higher adoption and more accurate data. People engage with a platform that reflects their own value and growth path – not just their compliance status.
Where AG5 fits
AG5 is built for manufacturing, logistics, food and beverage, medical manufacturing, chemical, and regulated production environments. Their product focuses on task-level authorisation – whether frontline workers are licensed to operate specific equipment or carry out specific processes. Their integrations are built for operational and manufacturing systems.
Who should choose which
Choose MuchSkills if:
- You need skills intelligence across resourcing, development, compliance, and workforce planning
- Your use cases include resource planning, L&D, internal mobility, team building, or capability reporting alongside certification tracking
- You want employees to own and maintain their own skills data
- You need to search your entire workforce by skill, certification, and availability simultaneously
- You work in consulting, engineering, aerospace, maritime, or IT services – where both compliance evidence and capability depth matter
Choose AG5 if:
- Your environment is manufacturing, logistics, food and beverage, or frontline production
- Your core question is task-level authorisation: Is this person licensed to operate this machine right now?
- You need manufacturing and operational system integrations specifically
- Skills development, internal mobility, Skill Will, and workforce search are not requirements
See MuchSkills in action
If you are evaluating AG5 alternatives, the fastest way to assess fit is a live demo with the MuchSkills team. You will see the certification dashboard, audit trail, AI Super Search, and skills matrix — applied to a compliance or regulated industry use case close to yours.
Testimonials
"Now our certification tracking and development planning is finally unified and user-friendly."
– Victoria L., Global HR Manager, Harald Pihl
"We implemented MuchSkills several years ago to better understand and develop workforce capabilities – and now our learning data is part of our annual strategy reporting."
– Anniken Fischer, Talent & Performance Manager, Höegh Autoliners
FAQs
Does MuchSkills handle ISO Clause 7.2 compliance?
Yes. MuchSkills tracks certifications, skills, and competence records with a full audit trail showing who changed what and when – across employee, manager, and admin actions. This provides the evidence base ISO Clause 7.2 requires: documented competence, not just credentials held. The platform generates compliance reports, sends automated expiry alerts, and maintains a three-way attributed change log that holds up under external audit scrutiny. Organisations in aerospace, oil and gas, maritime, and defence use MuchSkills specifically for this – it is not a secondary feature.
What is the difference between AG5's audit trail and MuchSkills'?
Both platforms maintain immutable logs with timestamps and user-level tracking. The difference is context and purpose. AG5's audit trail is designed for industrial and operational environments – tracking actions against machinery, tasks, and compliance requirements at the frontline. MuchSkills' audit trail (v5.0) is built for organisations where skills data is contributed collaboratively: employees update their own profiles, managers validate key skills, and admins manage requirements. Every change is attributed to the specific role that made it – employee, manager, or admin – which matters when demonstrating the integrity of a skills record that multiple stakeholders have a hand in building. That attribution is what a regulator or external auditor wants to see.
Is MuchSkills only for creative companies or design-led organisations?
No. The majority of MuchSkills customers are engineering firms, IT consultancies, aerospace operators, maritime companies, and regulated manufacturers – organisations where a missing certification is an operational or legal risk, not a design problem. MuchSkills has 8,000+ certifications in its database, covering ISO and AS/EN standards, trade qualifications, partner-tier technology certifications, and industry-specific credentials. Harald Pihl – ISO 9001 and AS/EN 9120 certified, operating across aerospace, oil and gas, nuclear, and defence in ten-plus countries – uses MuchSkills as their primary certification tracking and workforce competence platform. The platform is built for any organisation that needs to track who can do what, how deeply, and whether the evidence trail is audit-ready.
Is MuchSkills just a visualisation tool?
No. The visual skills map is one output of the platform – not the product itself. Underneath it is a live, continuously updated data layer: certifications with expiry tracking, a three-way attributed audit trail, proficiency depth on a validated 1–9 scale, motivation data, and development pathways. Engineering firms use it to stay audit-ready. Consulting firms use it to staff RFPs in seconds. Compliance teams use it to produce a defensible certification record when an auditor asks for it. The visual output makes complex workforce data readable – it is not the reason regulated organisations choose the platform.
How does MuchSkills compare to AG5 for regulated industries?
Both platforms track certifications and support audit readiness. The difference is what happens after the certification is recorded. AG5 is built to answer one question: is this person authorised to do this task right now? That is a specific answer to a specific problem in manufacturing, logistics, and frontline production environments. MuchSkills starts with the same question and keeps going – proficiency depth, development pathways, internal mobility, workforce planning, and AI-powered search across the entire certified workforce simultaneously. For engineering firms, maritime operators, and aerospace companies that need the compliance evidence and want to do more with their people data, that difference matters.
Is MuchSkills only for compliance-driven industries?
No. Compliance is one of four functional areas MuchSkills serves. The platform is used primarily by consulting and professional services firms for resourcing and RFP response, by HR and L&D teams for skills gap analysis and development planning, by engineering and product teams for capability mapping, and by compliance-driven organisations for certification tracking and audit readiness. These use cases share the same data layer – the platform works best when an organisation needs more than one of them.
Does MuchSkills work for frontline and industrial workforces?
Yes. MuchSkills serves engineering firms, maritime operators, aerospace companies, and industrial organisations alongside its consulting and professional services customers. Any organisation that needs to track certifications, identify gaps, maintain a three-way audit trail, and go further into proficiency depth, development pathways, and skills search can use MuchSkills.
What does implementation look like?
MuchSkills is designed for fast deployment – typically days, not months, for the core platform. Implementation support is required for organisations with more than 100 users (from €2,000). Both platforms support importing existing matrix data to reduce setup time.
See the certification dashboard and audit trail in action — Book a demo →
This comparison is based on publicly available information and our own research at the time of writing. Product features, pricing, and capabilities change. If you spot anything that needs updating, let us know at wow@muchskills.com.
